LIBSVM: A library for support vector machines

Authors:
Chih-Chung Chang;Chih-Jen Lin
Affiliations:
National Taiwan University, Taipei, Taiwan;National Taiwan University, Taipei, Taiwan
Venue:
ACM Transactions on Intelligent Systems and Technology (TIST)
Year:
2011

Citing 22
Cited 1553

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Hybrid models for automatic speech recognition: a comparison of classical ANN and kernel based methods

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
PORE: positive-only relation extraction from wikipedia text

ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Automatic training example selection for scalable unsupervised record linkage

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Class-level spectral features for emotion recognition

Speech Communication
Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification

Pattern Recognition Letters
Stochastic feature selection in support vector machine based instrument recognition

KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
DisIClass: discriminative frequent pattern-based image classification

Proceedings of the Tenth International Workshop on Multimedia Data Mining
MoVi: mobile phone based video highlights via collaborative sensing

Proceedings of the 8th international conference on Mobile systems, applications, and services
Characterizing an unknown pollution source in groundwater resources systems using PSVM and PNN

Expert Systems with Applications: An International Journal
PFID: pittsburgh fast-food image dataset

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Increasing the efficiency of simulation-based functional verification through unsupervised support vector analysis

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Biologically inspired feature manifold for scene classification

IEEE Transactions on Image Processing
Gene function prediction with gene interaction networks: a context graph kernel approach

IEEE Transactions on Information Technology in Biomedicine
An effective method of pruning support vector machine classifiers

IEEE Transactions on Neural Networks
Support vector regression of membership functions and belief functions - Application for pattern recognition

Information Fusion
Object Recognition in 3D Point Clouds Using Web Data and Domain Adaptation

International Journal of Robotics Research
Classification of tumor marker values using heuristic data mining methods

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A Solution of the Dichromatic Model for Multispectral Photometric Invariance

International Journal of Computer Vision
Modeling spatiotemporal relationships between moving objects for event tactics analysis in tennis videos

Multimedia Tools and Applications
Fusion of fuzzy statistical distributions for classification of thyroid ultrasound patterns

Artificial Intelligence in Medicine
Empirical evaluation of feature selection methods in classification

Intelligent Data Analysis
Ancient Chinese zither (guqin) music recovery with support vector machine

Journal on Computing and Cultural Heritage (JOCCH)
Noise reduction for instance-based learning with a local maximal margin approach

Journal of Intelligent Information Systems
Review:

The Knowledge Engineering Review
Reliable JPEG steganalysis based on multi-directional correlations

Image Communication
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression

IEEE Transactions on Information Technology in Biomedicine
A hybrid SVM based decision tree

Pattern Recognition
Bridging SMT and TM with translation recommendation

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Online signature verification with support vector machines based on LCSS kernel functions

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
No sentence is too confusing to ignore

NLPLING '10 Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground
An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

Knowledge-Based Systems
A sequential learning algorithm for self-adaptive resource allocation network classifier

Neurocomputing
An efficient multi-objective learning algorithm for RBF neural network

Neurocomputing
Building binary-tree-based multiclass classifiers using separability measures

Neurocomputing
Primal twin support vector regression and its sparse approximation

Neurocomputing
Scene classification using multiple features in a two-stage probabilistic classification framework

Neurocomputing
End-to-end quality of service seen by applications: A statistical learning approach

Computer Networks: The International Journal of Computer and Telecommunications Networking
Visual quality assessment for web videos

Journal of Visual Communication and Image Representation
On numerical optimization theory of infinite kernel learning

Journal of Global Optimization
Human action recognition using key points displacement

ICISP'10 Proceedings of the 4th international conference on Image and signal processing
RSCTC'2010 discovery challenge: mining DNA microarray data for medical diagnosis and treatment

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Concept detector refinement using social videos

Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
A new binary classifier: clustering-launched classification

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Robust 1-norm soft margin smooth support vector machine

IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Improving video concept detection using spatio-temporal correlation

PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Localized projection learning

SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Sequence-based prediction of protein secretion success in Aspergillus niger

PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Time series gene expression data classification via L1-norm temporal SVM

PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
NDPMine: efficiently mining discriminative numerical features for pattern-based classification

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Local class boundaries for support vector machine

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
Research on short-term gas load forecasting based on support vector machine model

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
Convergence improvement of active set training for support vector regressors

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Support vector machines-kernel algorithms for the estimation of the water supply in Cyprus

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Temporal data mining using shape space representations of time series

Neurocomputing
A fuzzy prediction model for calling communities

International Journal of Networking and Virtual Organisations
Petroleum well drilling monitoring through cutting image analysis and artificial intelligence techniques

Engineering Applications of Artificial Intelligence
Kernel Wiener filter and its application to pattern recognition

IEEE Transactions on Neural Networks
Short term wind speed prediction based on evolutionary support vector regression algorithms

Expert Systems with Applications: An International Journal
A novel robust kernel for visual learning problems

Neurocomputing
Exploiting code redundancies in ECOC

DS'10 Proceedings of the 13th international conference on Discovery science
Novel kernel-based recognizers of human actions

EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Realistic subsurface anomaly discrimination using electromagnetic induction and an SVM classifier

EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
An intraday market risk management approach based on textual analysis

Decision Support Systems
Feature selection and parameter optimization for support vector machines: A new approach based on genetic algorithm with feature chromosomes

Expert Systems with Applications: An International Journal
Dimensionality reduction by minimizing nearest-neighbor classification error

Pattern Recognition Letters
A new dataset evaluation method based on category overlap

Computers in Biology and Medicine
Automatic recognition of lower facial action units

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Facial expression classification based on local spatiotemporal edge and texture descriptors

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Discovering missing values in semi-structured databases

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Minimal Multi-threading: Finding and Removing Redundant Instructions in Multi-threaded Processors

MICRO '43 Proceedings of the 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture
Evaluating the visual quality of web pages using a computational aesthetic approach

Proceedings of the fourth ACM international conference on Web search and data mining
Age estimation using a hierarchical classifier based on global and local facial features

Pattern Recognition
Adaptive learning of an accurate skin-color model

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A feature sequence kernel for video concept classification

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Snap2Read: automatic magazine capturing and analysis for adaptive mobile reading

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Rapid layout pattern classification

Proceedings of the 16th Asia and South Pacific Design Automation Conference
A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis

Expert Systems with Applications: An International Journal
An automatic video content classification scheme based on combined visual features model with modified DAGSVM

Multimedia Tools and Applications
A posteriori agreement as a quality measure for readability prediction systems

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Top-down cues for event recognition

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Improving gaussian process classification with outlier detection: with applications in image classification

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Improved spatial pyramid matching for image classification

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Segmentation of brain tumors in multi-parametric MR images via robust statistic information propagation

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
An immune system inspired clustering and classification method to detect critical areas in electrical power networks

Natural Computing: an international journal
A coordinate gradient descent method for l1-regularized convex minimization

Computational Optimization and Applications
GPCA method for fraud detection in mobile communication networks

TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
The emotion recognition through classification with the support vector machines

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Machine classification of melanoma and nevi from skin lesions

Proceedings of the 2011 ACM Symposium on Applied Computing
Pixel accurate document image content extraction

Proceedings of the 2011 ACM Symposium on Applied Computing
Semantic event detection in baseball videos based on a multi-output hidden Markov model

Proceedings of the 2011 ACM Symposium on Applied Computing
High-speed web attack detection through extracting exemplars from HTTP traffic

Proceedings of the 2011 ACM Symposium on Applied Computing
Automatic initialization for 3D soccer player tracking

Pattern Recognition Letters
Reducing the effect of out-voting problem in ensemble based incremental support vector machines

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
A new feature selection algorithm based on binomial hypothesis testing for spam filtering

Knowledge-Based Systems
Robust Feature Selection for Microarray Data Based on Multicriterion Fusion

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Social negative bootstrapping for visual categorization

Proceedings of the 1st ACM International Conference on Multimedia Retrieval
An eye-tracking-based approach to facilitate interactive video search

Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Unsupervised texture-based image segmentation through pattern discovery

Computer Vision and Image Understanding
Robust real-time multi-user pupil detection and tracking under various illumination and large-scale head motion

Computer Vision and Image Understanding
Support Vector Machine incorporated with feature discrimination

Expert Systems with Applications: An International Journal
Input separability in living liquid state machines

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Cross-domain activity recognition via transfer learning

Pervasive and Mobile Computing
Selecting training points for one-class support vector machines

Pattern Recognition Letters
Methods of forward feature selection based on the aggregation of classifiers generated by single attribute

Computers in Biology and Medicine
Improving classification of medical assertions in clinical notes

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Contrasting multi-lingual prosodic cues to predict verbal feedback for rapport

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Medical entity recognition: a comparison of semantic and statistical methods

BioNLP '11 Proceedings of BioNLP 2011 Workshop
A lung cancer outcome calculator using ensemble data mining on SEER data

Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
Gas sensor drift mitigation using classifier ensembles

Proceedings of the Fifth International Workshop on Knowledge Discovery from Sensor Data
Patient Outcome Prediction with Heart Rate Variability and Vital Signs

Journal of Signal Processing Systems
Building a qualitative recruitment system via SVM with MCDM approach

Applied Intelligence
AI based supervised classifiers: an analysis for intrusion detection

ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
Steganalysis for palette-based images using generalized difference image and color correlogram

Signal Processing
Predicting stock index using an integrated model of NLICA, SVR and PSO

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Combining contrast information and local binary patterns for gender classification

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A probing algorithm for MINLP with failure prediction by SVM

CPAIOR'11 Proceedings of the 8th international conference on Integration of AI and OR techniques in constraint programming for combinatorial optimization problems
Efficient manifold ranking for image retrieval

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI

Computers in Biology and Medicine
Automatic discovery of patterns in media content

CPM'11 Proceedings of the 22nd annual conference on Combinatorial pattern matching
Using sequence kernels to identify opinion entities in Urdu

CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Assessing benefit from feature feedback in active learning for text classification

CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Stock price movement prediction using representative prototypes of financial reports

ACM Transactions on Management Information Systems (TMIS)
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Collective graph identification

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Enabling fast prediction for ensemble models on data streams

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to trade off between exploration and exploitation in multiclass bandit prediction

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Activity analysis based on low sample rate smart meters

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Interactive learning for efficiently detecting errors in insurance claims

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
On the semantic annotation of places in location-based social networks

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Online heterogeneous mixture modeling with marginal and copula selection

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Dual active feature and sample selection for graph classification

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A GPU-tailored approach for training kernelized SVMs

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Ask me better questions: active learning queries based on rule induction

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning English light verb constructions: contextual or statistical

MWE '11 Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World
Prediction of socioeconomic levels using cell phone records

UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Recognizing whether sensors are on the same body

Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
A comparison of content-based tag recommendations in folksonomy systems

KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis
Where are my intelligent assistant's mistakes? a systematic testing approach

IS-EUD'11 Proceedings of the Third international conference on End-user development
Multi-parametric gaussian kernel function optimization for ε-SVMr using a genetic algorithm

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
A supervised topic transition model for detecting malicious system call sequences

Proceedings of the 2011 workshop on Knowledge discovery, modeling and simulation
Data-driven visual similarity for cross-domain image matching

Proceedings of the 2011 SIGGRAPH Asia Conference
An automatic text comprehension classifier based on mental models and latent semantic features

i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Effective feature set construction for SVM-based hot method prediction and optimisation

International Journal of Computational Science and Engineering
Accurate network anomaly classification with generalized entropy metrics

Computer Networks: The International Journal of Computer and Telecommunications Networking
Automating the selection of stories for AI in the news

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
An intelligent method to extract characters in color document with highlight regions

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Automatic eye detection in human faces using geostatistical functions and support vector machines

ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Case-based expert system using wavelet packet transform and kernel-based feature manipulation for engine ignition system diagnosis

Engineering Applications of Artificial Intelligence
Using the leader algorithm with support vector machines for large data sets

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Single layer complex valued neural network with entropic cost function

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Optimizing linear discriminant error correcting output codes using particle swarm optimization

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Fast support vector training by Newton's method

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Report of the ISMIS 2011 contest: music information retrieval

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
High-performance music information retrieval system for song genre classification

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Active multiple kernel learning for interactive 3D object retrieval systems

ACM Transactions on Interactive Intelligent Systems (TiiS)
Visual words on baggage X-ray images

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Dictionary learning based on Laplacian score in sparse coding

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Image classification for age-related macular degeneration screening using hierarchical image decompositions and graph mining

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Compact coding for hyperplane classifiers in heterogeneous environment

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Supervised traversability learning for robot navigation

TAROS'11 Proceedings of the 12th Annual conference on Towards autonomous robotic systems
Actions in stillweb images: visualization, detection and retrieval

WAIM'11 Proceedings of the 12th international conference on Web-age information management
Efficient approximate similarity search using random projection learning

WAIM'11 Proceedings of the 12th international conference on Web-age information management
Distributed road surface condition monitoring using mobile phones

UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Reliability and effectiveness of clickthrough data for automatic image annotation

Multimedia Tools and Applications
Vision-Based Fingertip-Writing Character Recognition

Journal of Signal Processing Systems
"This sentence is wrong." Detecting errors in machine-translated sentences

Machine Translation
Audio steganalysis of spread spectrum information hiding based on statistical moment and distance metric

Multimedia Tools and Applications
Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers

Neural Processing Letters
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy

Journal of Intelligent Information Systems
Exploiting online music tags for music emotion classification

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
A computational intelligence scheme for the prediction of the daily peak load

Applied Soft Computing
Question classification by weighted combination of lexical, syntactic and semantic features

TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Question classification for a Croatian QA system

TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Anomaly detection using ensembles

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Multiple classifiers for graph of words embedding

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Classifier selection approaches for multi-label problems

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Introducing the separability matrix for error correcting output codes coding

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
An empirical comparison of flat and hierarchical performance measures for multi-label classification with hierarchy extraction

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Evolutionary tuning of compound image analysis systems for effective license plate recognition

ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Video steganography with perturbed motion estimation

IH'11 Proceedings of the 13th international conference on Information hiding
Multiple region categorization for scenery images

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A classification approach with a reject option for multi-label problems

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Exploiting depth information for indoor-outdoor scene classification

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Common scab detection on potatoes using an infrared hyperspectral imaging system

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Segmentation of endothelial cell boundaries of rabbit aortic images using a machine learning approach

Journal of Biomedical Imaging
Multiclass sparse Bayesian regression for fMRI-based prediction

Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
A pseudo relevance feedback based cross domain video concept detection

Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Non-destructive detection of hollow heart in potatoes using hyperspectral imaging

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Identification of individuals with MCI via multimodality connectivity networks

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Sliding window and regression based cup detection in digital fundus images for glaucoma diagnosis

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Learning from only positive and unlabeled data to detect lesions in vascular CT images

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Focal biologically inspired feature for glaucoma type classification

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Classification of diffuse lung disease patterns on high-resolution computed tomography by a bag of words approach

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Anatomical labeling of the anterior circulation of the circle of willis using maximum a posteriori classification

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Fully automatic segmentation of brain tumor images using support vector machine classification in combination with hierarchical conditional random field regularization

MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Deformable object shape refinement and tracking using graph cuts and support vector machines

ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
SVM based MLP neural network algorithm and application in intrusion detection

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Support vector machines based on weighted scatter degree

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Multiple-instance learning with instance selection via dominant sets

SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Ordinal ranking for detecting mild cognitive impairment and Alzheimer's disease based on multimodal neuroimages and CSF biomarkers

MBIA'11 Proceedings of the First international conference on Multimodal brain image analysis
Application of semantic kernels to literature-based gene function annotation

DS'11 Proceedings of the 14th international conference on Discovery science
Prediction of classifier training time including parameter optimization

KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Identifying automatic posting systems in microblogs

EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Two stage architecture for multi-label learning

Pattern Recognition
A hybrid discriminative/generative approach to protein fold recognition

Neurocomputing
Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
The Syntactic Features and Identification Analysis of "Planting" Verb Metaphors

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
A psychologically-inspired match-score fusion mode for video-based facial expression recognition

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Audio-based emotion recognition from natural conversations based on co-occurrence matrix and frequency domain energy distribution features

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Investigating glottal parameters and teager energy operators in emotion recognition

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Structured data classification by means of matrix factorization

Proceedings of the 20th ACM international conference on Information and knowledge management
Hierarchy evolution for improved classification

Proceedings of the 20th ACM international conference on Information and knowledge management
Denoised P300 and machine learning-based concealed information test method

Computer Methods and Programs in Biomedicine
Emotion based classification of natural images

Proceedings of the 2011 international workshop on DETecting and Exploiting Cultural diversiTy on the social web
Audio based solutions for detecting intruders in wild areas

Signal Processing
Modeling NOx emissions from coal-fired utility boilers using support vector regression with ant colony optimization

Engineering Applications of Artificial Intelligence
Letters: A unified supervised codebook learning framework for classification

Neurocomputing
News browsing system: multimodal analysis

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Music genre classification using explicit semantic analysis

MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Robust fitting of fluorescence spectra for pre-symptomatic wheat leaf rust detection with Support Vector Machines

Computers and Electronics in Agriculture
Research Article: Kernel-based data fusion improves the drug-protein interaction prediction

Computational Biology and Chemistry
Human identification and gender recognition from boxing

CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
A new soft biometric approach for keystroke dynamics based on gender recognition

International Journal of Information Technology and Management
A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection

Computers and Electrical Engineering
A coordinate descent margin based-twin support vector machine for classification

Neural Networks
Static detection of malicious JavaScript-bearing PDF documents

Proceedings of the 27th Annual Computer Security Applications Conference
A tunable support vector machine assembly classifier for epileptic seizure detection

Expert Systems with Applications: An International Journal
Evaluation of video artifact perception using event-related potentials

Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Weisfeiler-Lehman Graph Kernels

The Journal of Machine Learning Research
Scikit-learn: Machine Learning in Python

The Journal of Machine Learning Research
Efficient and Effective Visual Codebook Generation Using Additive Kernels

The Journal of Machine Learning Research
An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines

SIAM Journal on Optimization
An application of support vector regression on narrow-band interference suppression in spread spectrum systems

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Use of image regions in context-adaptive image classification

SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
SVM model selection with the VC bound

CIS'04 Proceedings of the First international conference on Computational and Information Science
Similarity searching in image retrieval with statistical distance measures and supervised learning

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
An efficient feature selection method for object detection

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
The incremental use of morphological information and lexicalization in data-driven dependency parsing

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Fuzzy pairwise multiclass support vector machines

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Video semantic concept detection using multi-modality subspace correlation propagation

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks

ACM Transactions on Knowledge Discovery from Data (TKDD)
Large Linear Classification When Data Cannot Fit in Memory

ACM Transactions on Knowledge Discovery from Data (TKDD)
Hand gesture recognition with motion tracking on spatial-temporal filtering

Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing

ACM Transactions on Intelligent Systems and Technology (TIST)
Comparison of one-class SVM and two-class SVM for fold recognition

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive color space switching based approach for face tracking

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Forecasting electricity demand by hybrid machine learning model

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Oscillating feature subset search algorithm for text categorization

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Learning variability of image feature appearance using statistical methods

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Analysis of algebraic expressions derived from genetic multivariate polynomials and support vector machines: a case study

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Learning students' learning patterns with support vector machines

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Transforming strings to vector spaces using prototype selection

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A competitive approach to neural device modeling: support vector machines

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A novel ridgelet kernel regression method

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Classification with support hyperplanes

ECML'06 Proceedings of the 17th European conference on Machine Learning
Efficient large scale linear programming support vector machines

ECML'06 Proceedings of the 17th European conference on Machine Learning
Human identification based on ECG signals from wearable health monitoring devices

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Summarizing figures, tables, and algorithms in scientific publications to augment search results

ACM Transactions on Information Systems (TOIS)
Classification of moving humans using eigen-features and support vector machines

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Fast pixel classification by SVM using vector quantization, tabu search and hybrid color space

CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
An SVM-Based masquerade detection method with online update using co-occurrence matrix

DIMVA'06 Proceedings of the Third international conference on Detection of Intrusions and Malware & Vulnerability Assessment
Swarm intelligent tuning of one-class v-SVM parameters

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A comparative study on support vector machine and constructive RBF neural network for prediction of success of dental implants

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
The 2005 PASCAL visual object classes challenge

MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Training support vector machines via SMO-type decomposition methods

ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Transductive support vector machines using simulated annealing

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Probability estimation in error correcting output coding framework using game theory

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Combining textual and visual features for cross-language medical image retrieval

CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Using support vector machine for modeling of pulsed GTAW process

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Some improvements to a parallel decomposition technique for training support vector machines

PVM/MPI'05 Proceedings of the 12th European PVM/MPI users' group conference on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Improving weak ad-hoc retrieval by web assistance and data fusion

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Chinese question classification from approach and semantic views

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Natural scene classification and retrieval using ridgelet-based image signatures

ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
High speed unknown word prediction using support vector machine for chinese text-to-speech systems

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Automatic face recognition by support vector machines

IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Motion-Alert: automatic anomaly detection in massive moving objects

ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
A new multi-criteria convex quadratic programming model for credit analysis

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
A link to the past: constructing historical social networks

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Corporate news classification and valence prediction: a supervised approach

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Instance level transfer learning for cross lingual opinion analysis

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Web-based validation for contextual targeted paraphrasing

MTTG '11 Proceedings of the Workshop on Monolingual Text-To-Text Generation
Computational methodology for automatic detection of strabismus in digital images through Hirschberg test

Computers in Biology and Medicine
Dynamic selection of generative-discriminative ensembles for off-line signature verification

Pattern Recognition
Intelligent region-based thresholding for color document images with highlighted regions

Pattern Recognition
Phase congruency-based detection of circular objects applied to analysis of phytoplankton images

Pattern Recognition
Feature fusion within local region using localized maximum-margin learning for scene categorization

Pattern Recognition
Robust real-time identification of tongue movement commands from interferences

Neurocomputing
A corporate credit rating model using multi-class support vector machines with an ordinal pairwise partitioning approach

Computers and Operations Research
On the SVMpath initialization

Signal Processing
Learning Bayesian network classifiers by risk minimization

International Journal of Approximate Reasoning
Facial expressions in American sign language: Tracking and recognition

Pattern Recognition
Selective spatio-temporal interest points

Computer Vision and Image Understanding
Predicting network throughput for grid applications on network virtualization areas

Proceedings of the first international workshop on Network-aware data management
Handling incomplete categorical data for supervised learning

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Incorporating prior knowledge into multi-label boosting for cross-modal image annotation and retrieval

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Generation and application of a probabilistic breast cancer atlas

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
MR image segmentation using phase information and a novel multiscale scheme

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Automatic image annotation based on wordnet and hierarchical ensembles

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Automatic classification of protein structures based on convex hull representation by integrated neural network

TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Support vector machines ensemble based on fuzzy integral for classification

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
SVM-Based tumor classification with gene expression data

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Learning recommender systems with adaptive regularization

Proceedings of the fifth ACM international conference on Web search and data mining
"I loan because...": understanding motivations for pro-social lending

Proceedings of the fifth ACM international conference on Web search and data mining
Machine learning for global optimization

Computational Optimization and Applications
Hellinger distance decision trees are robust and skew-insensitive

Data Mining and Knowledge Discovery
Monitoring children's developmental progress using augmented toys and activity recognition

Personal and Ubiquitous Computing
Automatic classification of building types in 3D city models

Geoinformatica
Meta-cognitive Neural Network for classification problems in a sequential learning framework

Neurocomputing
A SVM-based blur identification algorithm for image restoration and resolution enhancement

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Training support vector machines with multiple equality constraints

ECML'05 Proceedings of the 16th European conference on Machine Learning
Infinite ensemble learning with support vector machines

ECML'05 Proceedings of the 16th European conference on Machine Learning
Detecting levels of interest from spoken dialog with multistream prediction feedback and similarity based hierarchical fusion learning

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Continuous body and hand gesture recognition for natural human-computer interaction

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
A multitask approach to continuous five-dimensional affect sensing in natural speech

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Composed complex-cue histograms: An investigation of the information content in receptive field based image descriptors for object recognition

Computer Vision and Image Understanding
On the optimization of Hierarchical Temporal Memory

Pattern Recognition Letters
Approximated classification in interactive facial image retrieval

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Boosting soft-margin SVM with feature selection for pedestrian detection

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Feature subset selection for protein subcellular localization prediction

ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Identification of textual contexts

CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
A multi-class classifying algorithm based on nonlinear dimensionality reduction and support vector machines

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Protein cellular localization with multiclass support vector machines and decision trees

BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
Term graph model for text classification

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Partially supervised classification – based on weighted unlabeled samples support vector machine

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
General polynomial time decomposition algorithms

COLT'05 Proceedings of the 18th annual conference on Learning Theory
A neural adaptive algorithm for feature selection and classification of high dimensionality data

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
SVM based regression schemes for instruments fault accommodation in automotive systems

ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
READ-IT: assessing readability of Italian texts with a view to text simplification

SLPAT '11 Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies
Text classification for DAG-Structured categories

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
CLeVer: a feature subset selection technique for multivariate time series

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A supervised clustering approach for fMRI-based inference of brain states

Pattern Recognition
Sorted random projections for robust rotation-invariant texture classification

Pattern Recognition
Mapping the speech signal onto electromagnetic articulography trajectories using support vector regression

TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
Using rough set to reduce SVM classifier complexity and its use in SARS data set

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A SVM regression based approach to filling in missing values

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A comparative study on machine learning techniques for prediction of success of dental implants

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Satrap: data and network heterogeneity aware P2P data-mining

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Generating diverse ensembles to counter the problem of class imbalance

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Predicting thread discourse structure over technical web forums

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Discriminating gender on Twitter

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Relation extraction using support vector machine

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Parallel tuning of support vector machine learning parameters for large and unbalanced data sets

CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Gene selection and classification of human lymphoma from microarray data

ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Improving web browsing on small devices based on table classification

PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Protein subcellular localization prediction with associative classification and multi-class SVM

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Extracting targets and attributes of medical findings from radiology reports in a mixture of languages

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Regularized feature extractions and support vector machines for hyperspectral image data classification

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Data mining techniques for the screening of age-related macular degeneration

Knowledge-Based Systems
Derivation of an artificial gene to improve classification accuracy upon gene selection

Computational Biology and Chemistry
Optimization of complex SVM kernels using a hybrid algorithm based on wasp behaviour

LSSC'09 Proceedings of the 7th international conference on Large-Scale Scientific Computing
Prediction of aircraft aluminum alloys tensile mechanical properties degradation using support vector machines

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Support vector regression and ant colony optimization for grid resources prediction

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Refining kernel matching pursuit

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Genetic algorithms with improved simulated binary crossover and support vector regression for grid resources prediction

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Temporal gene expression profiles reconstruction by support vector regression and framelet kernel

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Emotion recognition and communication for reducing second-language speaking anxiety in a web-based one-to-one synchronous learning environment

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Protein fold recognition with combined SVM-RDA classifier

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
On efficient music genre classification

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Crack detection in supported beams based on neural network and support vector machine

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Shape classification algorithm using support vector machines for traffic sign recognition

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Face recognition with improved pairwise coupling support vector machines

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Evidence accumulation to identify discriminatory signatures in biomedical spectra

AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
iSeM: approximated reasoning for adaptive hybrid selection of semantic services

ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Acquiring thesauri from wikis by exploiting domain models and lexical substitution

ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Classification of diabetics with various degrees of autonomic neuropathy based on linear and nonlinear features using support vector machine

ICMB'10 Proceedings of the Second international conference on Medical Biometrics
A DIAMOND method for classifying biological data

ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Viewpoint (in)dependence of action representations: An mvpa study

Journal of Cognitive Neuroscience
A comparative study of real-valued negative selection to statistical anomaly detection techniques

ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Modelling empathic behaviour in a robotic game companion for children: an ethnographic study in real-world settings

HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Opinion helpfulness prediction in the presence of "words of few mouths"

World Wide Web
Boosting web video categorization with contextual information from social web

World Wide Web
Clump splitting via bottleneck detection and shape classification

Pattern Recognition
Indoor positioning via nonlinear discriminative feature extraction in wireless local area network

Computer Communications
Machine learning to design full-reference image quality assessment algorithm

Image Communication
Margin distribution based bagging pruning

Neurocomputing
The dissimilarity space: Bridging structural and statistical pattern recognition

Pattern Recognition Letters
A genetic algorithm based region sampling for selection of local features in handwritten digit recognition application

Applied Soft Computing
Learning group activity in soccer videos from local motion

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Incorporating spatial correlogram into bag-of-features model for scene categorization

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Binary image steganographic techniques classification based on multi-class steganalysis

ISPEC'10 Proceedings of the 6th international conference on Information Security Practice and Experience
Relay boost fusion for learning rare concepts in multimedia

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Fuzzy SVM ensembles for relevance feedback in image retrieval

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Recognizing two handed gestures with generative, discriminative and ensemble methods via fisher kernels

MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Data sparsity issues in the collaborative filtering framework

WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Learning from positive and unlabeled documents for retrieval of bacterial protein-protein interaction literature

ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology
Fast automatic microstructural segmentation of ferrous alloy samples using optimum-path forest

CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
Unsupervised duplicate detection using sample non-duplicates

Journal on Data Semantics VII
The support vector tree

Algorithms and Applications
Evolutionary construction of granular kernel trees for cyclooxygenase-2 inhibitor activity comparison

Transactions on Computational Systems Biology V
What do you want to do next: a novel approach for intent prediction in gaze-based interaction

Proceedings of the Symposium on Eye Tracking Research and Applications
Machine Recognition of Music Emotion: A Review

ACM Transactions on Intelligent Systems and Technology (TIST)
Robust Video Content Analysis via Transductive Learning

ACM Transactions on Intelligent Systems and Technology (TIST)
A Generic Approach for Systematic Analysis of Sports Videos

ACM Transactions on Intelligent Systems and Technology (TIST)
Factorization Machines with libFM

ACM Transactions on Intelligent Systems and Technology (TIST)
Large margin classifiers and Random Forests for integrated biological prediction

International Journal of Bioinformatics Research and Applications
A framework and its empirical study of automatic diagnosis of traditional Chinese medicine utilizing raw free-text clinical records

Journal of Biomedical Informatics
Estimating size fraction categories of coal particles on conveyor belts using image texture modeling methods

Expert Systems with Applications: An International Journal
New validation methods for improving standard and multi-parametric support vector regression training time

Expert Systems with Applications: An International Journal
Forecasting foreign exchange rates using kernel methods

Expert Systems with Applications: An International Journal
A hybrid method for speeding SVM training

NGITS'06 Proceedings of the 6th international conference on Next Generation Information Technologies and Systems
Improving steganalysis by fusion techniques: a case study with image steganography

Transactions on Data Hiding and Multimedia Security I
Detection of image splicing based on hilbert-huang transform and moments of characteristic functions with wavelet decomposition

IWDW'06 Proceedings of the 5th international conference on Digital Watermarking
Steganalysis based on differential statistics

CANS'06 Proceedings of the 5th international conference on Cryptology and Network Security
Linear methods for reduction from ranking to multilabel classification

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Simplified support vector machines via kernel-based clustering

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Attentiveness detection using continuous restricted boltzmann machine in e-learning environment

ICHL'09 Proceedings of the Second international conference on Hybrid Learning and Education
Automatic annotation of X-ray images: a study on attribute selection

MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Multi-modal query expansion based on local analysis for medical image retrieval

MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
A study on sampling strategies in space-time domain for recognition applications

MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Time-Frequency features extraction for infant directed speech discrimination

NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Transductive segmentation of textured meshes

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Class-Separability weighting and bootstrapping in error correcting output code ensembles

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
A multi-classifier system for off-line signature verification based on dissimilarity representation

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
A sequential model for discourse segmentation

CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Behaviour-Based web spambot detection by utilising action time and action frequency

ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part II
Exploring associations between changes in ambient temperature and stroke occurrence: comparative analysis using global and personalised modelling approaches

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
ECG classification using ICA features and support vector machines

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Feature reduction using a topic model for the prediction of type III secreted effectors

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
A quasi-linear approach for microarray missing value imputation

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Comparing support vector machines and feed-forward neural networks with similar parameters

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A new model selection method for SVM

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Speed-Up LOO-CV with SVM classifier

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Effective classification by integrating support vector machine and association rule mining

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Rough margin based core vector machine

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
The dissimilarity representation for structural pattern recognition

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Color-Aware local spatiotemporal features for action recognition

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A multi-style license plate recognition system based on tree of shapes for character segmentation

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Identification of school-aged children with high probability of risk behavior on the basis of easily measurable variables

USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Applications of epsilon radial networks in neuroimage analyses

PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Predicting the behavior of the interaction of acetylthiocholine, ph and temperature of an acetylcholinesterase sensor

MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
A comparison of model selection methods for multi-class support vector machines

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
An approach to vision-based person detection in robotic applications

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Image classification for digital archive management

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
On the acoustic-to-electropalatographic mapping

NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
The impact of OCR accuracy and feature transformation on automatic text classification

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Support vector machines for user-defined sheets recognition in complex environment

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Fast single image super-resolution by self-trained filtering

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Support vector regression with a priori knowledge used in order execution strategies based on VWAP

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Detection of lounging people with a mobile robot companion

ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Content-based trust and bias classification via biclustering

Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality
Application frameworks and methods for assisting tracking of actionable items

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
A novel time-depended evolutionary fuzzy SVM inference model for estimating construction project at completion

Engineering Applications of Artificial Intelligence
TapLogger: inferring user inputs on smartphone touchscreens using on-board motion sensors

Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
Understanding and improving the realism of image composites

ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Nondegenerate piecewise linear systems: A finite newton algorithm and applications in machine learning

Neural Computation
Reduction from cost-sensitive ordinal ranking to weighted binary classification

Neural Computation
Adaptive weighted fusion of local kernel classifiers for effective pattern classification

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
The 4 diabetes support system: a case study in CBR research and development

ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Analysis of selected evolutionary algorithms in feature selection and parameter optimization for data based tumor marker modeling

EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Surface classification for road distress detection system enhancement

EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Modeling user search behavior for masquerade detection

RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection
Preliminary experiments in polish dependency parsing

SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Biomedical image retrieval using multimodal context and concept feature spaces

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Constructing the shortest ECOC for fast multi-classification

KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Low-Latency instrument separation in polyphonic audio using timbre models

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Comparing one-class classification algorithms for finding interesting resources in social bookmarking systems

RED'10 Proceedings of the Third international conference on Resource Discovery
Automatic classification of emotions in spontaneous speech

COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
Estimating the prevalence of deception in online review communities

Proceedings of the 21st international conference on World Wide Web
Mining photo-sharing websites to study ecological phenomena

Proceedings of the 21st international conference on World Wide Web
Sentiment classification via integrating multiple feature presentations

Proceedings of the 21st international conference companion on World Wide Web
A classification-based approach to question routing in community question answering

Proceedings of the 21st international conference companion on World Wide Web
Multi kernel learning with online-batch optimization

The Journal of Machine Learning Research
Workflow activity monitoring using dynamics of pair-wise qualitative spatial relations

MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Finding suits in images of people

MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Face recognition system invariant to light-camera setup

PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
ASVMFC: adaptive support vector machine based fuzzy classifier

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Impact of vocal effort variability on automatic speech recognition

Speech Communication
A Comparative Study on Filtering Protein Secondary Structure Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A particle filter and SVM integration framework for fault-proneness prediction in robot dead reckoning system

WSEAS TRANSACTIONS on SYSTEMS
Facial expression recognition based on local binary patterns and local fisher discriminant analysis

WSEAS Transactions on Signal Processing
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

Data Mining and Knowledge Discovery
Evaluation measures for kernel optimization

Pattern Recognition Letters
Prediction of disulfide bonding pattern based on a support vector machine and multiple trajectory search

Information Sciences: an International Journal
Detection of fungal damaged popcorn using image property covariance features

Computers and Electronics in Agriculture
See me, see you: a lightweight method for discriminating user touches on tabletop displays

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SmartCharge: cutting the electricity bill in smart homes with energy storage

Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet
Intelligent system for time series classification using support vector machines applied to supply-chain

Expert Systems with Applications: An International Journal
A robust video text detection approach using SVM

Expert Systems with Applications: An International Journal
Detection of Outlier Residues for Improving Interface Prediction in Protein Heterocomplexes

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A methodology for energy-quality tradeoff using imprecise hardware

Proceedings of the 49th Annual Design Automation Conference
A tool for generating synthetic authorship records for evaluating author name disambiguation methods

Information Sciences: an International Journal
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning

Neurocomputing
Analyzing Online Review Helpfulness Using a Regressional ReliefF-Enhanced Text Mining Method

ACM Transactions on Management Information Systems (TMIS)
A further analysis on the use of Genetic Algorithm to configure Support Vector Machines for inter-release fault prediction

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Identifying core concepts in educational resources

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Detonation Classification from Acoustic Signature with the Restricted Boltzmann Machine

Computational Intelligence
An empirical study of recognizing textual entailment in Japanese text

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A statistical-topological feature combination for recognition of handwritten numerals

Applied Soft Computing
A dynamic model selection strategy for support vector machine classifiers

Applied Soft Computing
2012 Special Issue: Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network

Neural Networks
On nonlinear dimensionality reduction for face recognition

Image and Vision Computing
A new automatic identification system of insect images at the order level

Knowledge-Based Systems
Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines

Pattern Recognition
Novelty detection in wildlife scenes through semantic context modelling

Pattern Recognition
An extensive experimental comparison of methods for multi-label learning

Pattern Recognition
Discriminative features for texture description

Pattern Recognition
A pilot study for mood-based classification of TV programmes

Proceedings of the 27th Annual ACM Symposium on Applied Computing
An incremental hypersphere learning framework for protein membership prediction

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
A method of salt-affected soil information extraction based on a support vector machine with texture features

Mathematical and Computer Modelling: An International Journal
Feature based informative model for discriminating favorite items from unrated ones

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Re-ranking by multi-modal relevance feedback for content-based social image retrieval

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Automatic foldering of email messages: a combination approach

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
A Fishervoice-SVM language identification system

PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
Improved generative semisupervised learning based on finely grained component-conditional class labeling

Neural Computation
Object recognition with an optimized ventral stream model using genetic programming

EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Bi-weighting domain adaptation for cross-language text classification

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Diversity regularized machine

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
LIFT: multi-label learning with label-specific features

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Large linear classification when data cannot fit in memory

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Halfway through the semantic gap: Prosemantic features for image retrieval

Information Sciences: an International Journal
Experiments with SVM to classify opinions in different domains

Expert Systems with Applications: An International Journal
Financial ratio selection for business crisis prediction

Expert Systems with Applications: An International Journal
2011 Special Issue: Soft computing techniques toward modeling the water supplies of Cyprus

Neural Networks
Android permissions: a perspective combining risks and benefits

Proceedings of the 17th ACM symposium on Access Control Models and Technologies
Design of reject rules for ECOC classification systems

Pattern Recognition
A review of optimization methodologies in support vector machines

Neurocomputing
Letters: Fast training of support vector machines on the Cell processor

Neurocomputing
Optimising the number of channels in EEG-augmented image search

BCS-HCI '11 Proceedings of the 25th BCS Conference on Human-Computer Interaction
Efficient classifiers for multi-class classification problems

Decision Support Systems
Facilitative moderation for online participation in eRulemaking

Proceedings of the 13th Annual International Conference on Digital Government Research
Understanding factors that affect response rates in twitter

Proceedings of the 23rd ACM conference on Hypertext and social media
Automatic Detection of the Existence of Subarachnoid Hemorrhage from Clinical CT Images

Journal of Medical Systems
OS-Guard: on-site signature based framework for multimedia surveillance data management

Multimedia Tools and Applications
Asset portfolio optimization using support vector machines and real-coded genetic algorithm

Journal of Global Optimization
Social event detection using multimodal clustering and integrating supervisory signals

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Visual pattern discovery for architecture image classification and product image search

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Learning to summarize web image and text mutually

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Single-trial EEG classification of artifacts in videos

ACM Transactions on Applied Perception (TAP)
Direct posterior confidence for out-of-vocabulary spoken term detection

ACM Transactions on Information Systems (TOIS)
Exploring boundaries: optimising individual class boundaries for binary classification problem

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Analysis of a feature-deselective neuroevolution classifier (FD-NEAT) in a computer-aided lung nodule detection system for CT images

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring

ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
Personalized news recommendation: a review and an experimental investigation

Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Active learning for social image retrieval using Locally Regressive Optimal Design

Neurocomputing
Estimating the non-linear dynamics of free-flying objects

Robotics and Autonomous Systems
Exploring techniques for rationale extraction from existing documents

Proceedings of the 34th International Conference on Software Engineering
Twitter, MySpace, Digg: Unsupervised Sentiment Analysis in Social Media

ACM Transactions on Intelligent Systems and Technology (TIST)
Aquatic weed automatic classification using machine learning techniques

Computers and Electronics in Agriculture
Simulating the future of concept-based video retrieval under improved detector performance

Multimedia Tools and Applications
On-line video abstract generation of multimedia news

Multimedia Tools and Applications
Segmentation-based multi-class semantic object detection

Multimedia Tools and Applications
Detecting individual role using features extracted from speaker diarization results

Multimedia Tools and Applications
Active learning with multiple classifiers for multimedia indexing

Multimedia Tools and Applications
Improving Image Classification Using Semantic Attributes

International Journal of Computer Vision
An enhanced Support Vector Machine classification framework by using Euclidean distance function for text document categorization

Applied Intelligence
Sampling minimal frequent boolean (DNF) patterns

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A simple methodology for soft cost-sensitive classification

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Linear support vector machines via dual cached loops

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Entity-centric topic-oriented opinion summarization in twitter

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Rank-loss support instance machines for MIML instance annotation

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Parallel field ranking

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Semi-supervised learning with mixed knowledge information

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
SPF-GMKL: generalized multiple kernel learning with a million kernels

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Intelligent machine homicide

COSADE'12 Proceedings of the Third international conference on Constructive Side-Channel Analysis and Secure Design
MANET location prediction using machine learning algorithms

WWIC'12 Proceedings of the 10th international conference on Wired/Wireless Internet Communication
Statistically---Induced kernel function for support vector machine classifier

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
SVM with CUDA accelerated kernels for big sparse problems

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Do we need complex models for gestures? a comparison of data representation and preprocessing methods for hand gesture recognition

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
SP4: scalable programmable packet processing platform

Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
Active learning for cross language text categorization

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Named entity recognition and identification for finding the owner of a home page

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
On the simultaneous recognition of identity and expression from BU-3DFE datasets

Pattern Recognition Letters
Digital image splicing detection based on Markov features in DCT and DWT domain

Pattern Recognition
Hierarchical linear support vector machine

Pattern Recognition
Subclass discriminant Nonnegative Matrix Factorization for facial image analysis

Pattern Recognition
Confidence-weighted linear classification for text categorization

The Journal of Machine Learning Research
An improved GLMNET for L1-regularized logistic regression

The Journal of Machine Learning Research
Pattern for python

The Journal of Machine Learning Research
Effective graph classification based on topological and label attributes

Statistical Analysis and Data Mining
Fm-selective networks in human auditory cortex revealed using fmri and multivariate pattern classification

Journal of Cognitive Neuroscience
A comparison of one-class bag-of-words user behavior modeling techniques for masquerade detection

Security and Communication Networks
Low-cost model selection for SVMs using local features

Engineering Applications of Artificial Intelligence
A novel approach for measuring hyperspectral similarity

Applied Soft Computing
Cross-document structural relationship identification using supervised machine learning

Applied Soft Computing
Support vector regression based on data shifting

Neurocomputing
Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems

Neurocomputing
Recognition of vocal emotions from acoustic profile

Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Graph kernels for RDF data

ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Multivariate time series classification by combining trend-based and value-based approximations

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part IV
Where is who: large-scale photo retrieval by facial attributes and canvas layout

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Dependency trigram model for social relation extraction from news articles

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Fault classification and accommodation in shipboard power systems

GCMS '09 Proceedings of the 2009 Grand Challenges in Modeling & Simulation Conference
Estimating a user’s internal state before the first input utterance

Advances in Human-Computer Interaction
Short-term prediction of air pollution in macau using support vector machines

Journal of Control Science and Engineering - Special issue on Advanced Control in Micro-/Nanosystems
Mining complex activities in the wild via a single smartphone accelerometer

Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data
Machine learning for vessel trajectories using compression, alignments and domain knowledge

Expert Systems with Applications: An International Journal
Unsupervised and supervised learning to evaluate event relatedness based on content mining from social-media streams

Expert Systems with Applications: An International Journal
Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines

Fundamenta Informaticae
A mixture of experts approach to multi-strategy image quality assessment

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Explicit integration of identity information from skin regions to improve face recognition

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Hand detection and tracking using the skeleton of the blob for medical rehabilitation applications

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Segmenting multiple sclerosis lesions using a spatially constrained k-nearest neighbour approach

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Features' weight learning towards improved query classification

AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
Multi-label image annotation based on neighbor pair correlation chain

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Detecting actions by integrating sequential symbolic and sub-symbolic information in human activity recognition

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Classification of breast tissues in mammographic images in mass and non-mass using mcintosh's diversity index and SVM

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Text categorization using an ensemble classifier based on a mean co-association matrix

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Realistic simulation of museum visitors' movements as a tool for assessing sensor-based user models

UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Credit Rating Change Modeling Using News and Financial Ratios

ACM Transactions on Management Information Systems (TMIS)
Steganalysis with mismatched covers: do simple classifiers help?

Proceedings of the on Multimedia and security
Automatic telephone handset identification by sparse representation of random spectral features

Proceedings of the on Multimedia and security
Interpolants as classifiers

CAV'12 Proceedings of the 24th international conference on Computer Aided Verification
Efficient and scalable socware detection in online social networks

Security'12 Proceedings of the 21st USENIX conference on Security symposium
New feature presentation of transition probability matrix for image tampering detection

IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
Anti-Forensics of double JPEG compression detection

IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
GA and adaboost-based feature selection and combination for automated identification of dementia using FDG-PET imaging

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Image quality assessment based on distortion-aware decision fusion

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Multimodal classification of breast masses in mammography and MRI using unimodal feature selection and decision fusion

IWDM'12 Proceedings of the 11th international conference on Breast Imaging
Sensitivity analysis with cross-validation for feature selection and manifold learning

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
A projection based learning meta-cognitive RBF network classifier for effective diagnosis of parkinson's disease

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach

Neural Networks
Multi-robot coalition formation in real-time scenarios

Robotics and Autonomous Systems
A Neuro-Genetic Framework for Pattern Recognition in Complex Systems

Fundamenta Informaticae - Membrane Computing
Does location help daily activity recognition?

ICOST'12 Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and Management
Applying least angle regression to ELM

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Bayesian multiple imputation approaches for one-class classification

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Extracting definitions from brazilian legal texts

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Automatic early stroke recognition algorithm in CT images

ITIB'12 Proceedings of the Third international conference on Information Technologies in Biomedicine
Identification of smartphone-image source and manipulation

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Discovery of environmental nodes in the web

IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Scene classification using a multi-resolution bag-of-features model

Pattern Recognition
HBF49 feature set: A first unified baseline for online symbol recognition

Pattern Recognition
Ontology-guided feature engineering for clinical text classification

Journal of Biomedical Informatics
Review: Supervised classification and mathematical optimization

Computers and Operations Research
An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach

Expert Systems with Applications: An International Journal
Augmenting gesture recognition with erlang-cox models to identify neurological disorders in premature babies

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
AROMA: automated resource allocation and configuration of mapreduce environment in the cloud

Proceedings of the 9th international conference on Autonomic computing
Potentia est scientia: security and privacy implications of energy-proportional computing

HotSec'12 Proceedings of the 7th USENIX conference on Hot Topics in Security
SP4: scalable programmable packet processing platform

ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
An extension of the receiver operating characteristic curve and auc-optimal classification

Neural Computation
Efficient targeted search using a focus and context video browser

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
3D shape estimation in video sequences provides high precision evaluation of facial expressions

Image and Vision Computing
Accessible skimming: faster screen reading of web pages

Proceedings of the 25th annual ACM symposium on User interface software and technology
Predicting linear B-cell epitopes by using sequence-derived structural and physicochemical features

International Journal of Data Mining and Bioinformatics
iRotate grasp: automatic screen rotation based on grasp of mobile devices

Adjunct proceedings of the 25th annual ACM symposium on User interface software and technology
Entailment above the word level in distributional semantics

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Dependency parsing with undirected graphs

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Experimenting with distant supervision for emotion classification

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
MaltOptimizer: an optimization tool for MaltParser

EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics
ElectionWatch: detecting patterns in news coverage of US elections

EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Similarity score fusion by ranking risk minimization for 3D object retrieval

EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Face recognition by SVMs classification and manifold learning of 2D and 3D radial geodesic distances

EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
On the development of an automatic voice pleasantness classification and intensity estimation system

Computer Speech and Language
On the effectiveness of using state-of-the-art machine learning techniques to launch cryptographic distinguishing attacks

Proceedings of the 5th ACM workshop on Security and artificial intelligence
An approach for identifying JavaScript-loaded advertisements through static program analysis

Proceedings of the 2012 ACM workshop on Privacy in the electronic society
Statistical traffic classification by boosting support vector machines

Proceedings of the 7th Latin American Networking Conference
Reference scope identification in citing sentences

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Co-reference via pointing and haptics in multi-modal dialogues

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Learning from bullying traces in social media

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Cross-VM side channels and their use to extract private keys

Proceedings of the 2012 ACM conference on Computer and communications security
Populated IP addresses: classification and applications

Proceedings of the 2012 ACM conference on Computer and communications security
Training support vector machine through redundant data reduction

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Facial expression recognition using geometric and appearance features

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Kinect image classification using LLC

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Learning to Recognize Textual Entailment in Japanese Texts with the Utilization of Machine Translation

ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
Multi-target protein-chemical interaction prediction using task-regularized and boosted multi-task learning

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Biological interpretation of morphological patterns in histopathological whole-slide images

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Multi-level structural domain-domain interactions for prediction of obligate and non-obligate protein-protein interactions

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Prediction of candidate genes for neuropsychiatric disorders using feature-based enrichment

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Searching biosignal databases by content and context: Research Oriented Integration System for ECG Signals (ROISES)

Computer Methods and Programs in Biomedicine
Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification

Neural Processing Letters
Sketch-based 3D engineering part class browsing and retrieval

SBM'06 Proceedings of the Third Eurographics conference on Sketch-Based Interfaces and Modeling
Constructing and utilizing wordnets using statistical methods

Language Resources and Evaluation
Hierarchical Classifiers for Robust Topological Robot Localization

Journal of Intelligent and Robotic Systems
Casting implicit role linking as an anaphora resolution task

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Sorting out the most confusing English phrasal verbs

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Semeval-2012 task 8: cross-lingual textual entailment for content synchronization

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
TakeLab: systems for measuring semantic text similarity

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SRIUBC: simple similarity features for semantic textual similarity

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
FBK: cross-lingual textual entailment without translation

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Document-level sentiment classification: An empirical comparison between SVM and ANN

Expert Systems with Applications: An International Journal
The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection

Web Semantics: Science, Services and Agents on the World Wide Web
Letters: Handwritten digit recognition using biologically inspired features

Neurocomputing
GDTW-P-SVMs: Variable-length time series analysis using support vector machines

Neurocomputing
Iterated time series prediction with multiple support vector regression models

Neurocomputing
Collision risk assessment for autonomous robots by offline traversability learning

Robotics and Autonomous Systems
Towards a dynamic expression recognition system under facial occlusion

Pattern Recognition Letters
An imaging system for monitoring the in-and-out activity of honey bees

Computers and Electronics in Agriculture
Prediction of flavin mono-nucleotide binding sites using modified PSSM profile and ensemble support vector machine

Computers in Biology and Medicine
I already know your answer: using nonverbal behaviors to predict immediate outcomes in a dyadic negotiation

Proceedings of the 14th ACM international conference on Multimodal interaction
Learning relevance from natural eye movements in pervasive interfaces

Proceedings of the 14th ACM international conference on Multimodal interaction
AVEC 2012: the continuous audio/visual emotion challenge

Proceedings of the 14th ACM international conference on Multimodal interaction
Step-wise emotion recognition using concatenated-HMM

Proceedings of the 14th ACM international conference on Multimodal interaction
Electroencephalographic detection of visual saliency of motion towards a practical brain-computer interface for video analysis

Proceedings of the 14th ACM international conference on Multimodal interaction
Terrain classification and identification of tree stems using ground-based LiDAR

Journal of Field Robotics
Feature selection for link prediction

Proceedings of the 5th Ph.D. workshop on Information and knowledge
Is that scene dangerous?: transferring knowledge over a video stream

Proceedings of the 5th Ph.D. workshop on Information and knowledge
Towards large-scale twitter mining for drug-related adverse events

Proceedings of the 2012 international workshop on Smart health and wellbeing
One-class support vector machines for personalized tag-based resource classification in social bookmarking systems

Concurrency and Computation: Practice & Experience
There is no data like less data: percepts for video concept detection on consumer-produced media

Proceedings of the 2012 ACM international workshop on Audio and multimedia methods for large-scale video analysis
Hand gesture-based visual user interface for infotainment

Proceedings of the 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Analyzing Urdu social media for sentiments using transfer learning with controlled translations

LSM '12 Proceedings of the Second Workshop on Language in Social Media
Automated essay scoring based on finite state transducer: towards ASR transcription of oral English speech

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Text-level discourse parsing with rich linguistic features

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
String re-writing kernel

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Historical analysis of legal opinions with a sparse mixed-effects latent variable model

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Classifying French verbs using French and English lexical resources

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A comparison of Chinese parsers for stanford dependencies

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Corpus-based interpretation of instructions in virtual environments

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Exploring Geotagged images for land-use classification

Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia
An environmental search engine based on interactive visual classification

Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data
Perceptual tempo estimation using GMM-regression

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Personalized music emotion classification via active learning

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Making readability indices readable

PITR '12 Proceedings of the First Workshop on Predicting and Improving Text Readability for target reader populations
Generative goal-driven user simulation for dialog management

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Improving transition-based dependency parsing with buffer transitions

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Do neighbours help?: an exploration of graph-based algorithms for cross-domain sentiment classification

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Graph-based alignment of narratives for automated neurological assessment

BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Identifying comparative claim sentences in full-text scientific articles

ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
Predicting adherence to treatment for schizophrenia from dialogue transcripts

SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Using group history to identify character-directed utterances in multi-child interactions

SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Unifying local and global agreement and disagreement classification in online debates

WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Findings of the 2012 workshop on statistical machine translation

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Linguistic features for quality estimation

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
LORIA system for the WMT12 quality estimation shared task

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Match without a referee: evaluating MT adequacy without reference translations

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Attribute feedback

Proceedings of the 20th ACM international conference on Multimedia
Visual knowledge transfer among multiple cameras for people counting with occlusion handling

Proceedings of the 20th ACM international conference on Multimedia
Spatial pooling of heterogeneous features for image applications

Proceedings of the 20th ACM international conference on Multimedia
Detecting RNA sequences using two-stage SVM classifier

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Support vector machine for prediction of DNA-binding domains in protein-DNA complexes

LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Predicting the conflict level in television political debates: an approach based on crowdsourcing, nonverbal communication and gaussian processes

Proceedings of the 20th ACM international conference on Multimedia
Markov-based image forensics for photographic copying from printed picture

Proceedings of the 20th ACM international conference on Multimedia
Towards indexing representative images on the web

Proceedings of the 20th ACM international conference on Multimedia
Bob: a free signal processing and machine learning toolbox for researchers

Proceedings of the 20th ACM international conference on Multimedia
Towards the keyboard of oz: learning individual soft-keyboard models from raw optical sensor data

Proceedings of the 2012 ACM international conference on Interactive tabletops and surfaces
Visual appearance of display ads and its effect on click through rate

Proceedings of the 21st ACM international conference on Information and knowledge management
Combining approaches for early diagnosis of breast diseases using thermal imaging

International Journal of Innovative Computing and Applications
Spectral and spatial feature classification of hyperspectral images based on particle swarm optimisation

International Journal of Innovative Computing and Applications
Sphere Support Vector Machines for large classification tasks

Neurocomputing
Granular support vector machine based on mixed measure

Neurocomputing
Multiple-ν support vector regression based on spectral risk measure minimization

Neurocomputing
Using clustering analysis to improve semi-supervised classification

Neurocomputing
Cascaded classification of high resolution remote sensing images using multiple contexts

Information Sciences: an International Journal
Automated feature weighting in naive bayes for high-dimensional data classification

Proceedings of the 21st ACM international conference on Information and knowledge management
Mining competitive relationships by learning across heterogeneous networks

Proceedings of the 21st ACM international conference on Information and knowledge management
Sentiment-focused web crawling

Proceedings of the 21st ACM international conference on Information and knowledge management
An unsupervised method for author extraction from web pages containing user-generated content

Proceedings of the 21st ACM international conference on Information and knowledge management
Automatic classification of archaeological pottery sherds

Journal on Computing and Cultural Heritage (JOCCH)
Two-Finger Gestures for 6DOF Manipulation of 3D Objects

Computer Graphics Forum
Recognizing whether sensors are on the same body

Pervasive and Mobile Computing
Continuous rotation invariant local descriptors for texton dictionary-based texture classification

Computer Vision and Image Understanding
Margin maximization in spherical separation

Computational Optimization and Applications
A subspace approach to error correcting output codes

Pattern Recognition Letters
An adaptive support vector regression based on a new sequence of unified orthogonal polynomials

Pattern Recognition
Bag of spatio-visual words for context inference in scene classification

Pattern Recognition
Extractive speech summarization using evaluation metric-related training criteria

Information Processing and Management: an International Journal
Semantic audio content-based music recommendation and visualization based on user preference examples

Information Processing and Management: an International Journal
EEG-based vigilance estimation using extreme learning machines

Neurocomputing
On the detection of card-sharing traffic through wavelet analysis and Support Vector Machines

Applied Soft Computing
Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems

Applied Soft Computing
Feature selection based on cluster and variability analyses for ordinal multi-class classification problems

Knowledge-Based Systems
A sub-block-based eigenphases algorithm with optimum sub-block size

Knowledge-Based Systems
Rich internet application for semi-automatic annotation of semantic shots on keyframes

MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
k nearest neighbor using ensemble clustering

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Classifying websites into non-topical categories

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Hierarchical training of multiple SVMs for personalized web filtering

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Object categorization in clutter using additive features and hashing of part-graph descriptors

SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Efficient object categorization with the surface-approximation polynomials descriptor

SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Classification of hyperspectral data over urban areas based on extended morphological profile with partial reconstruction

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Entropy based supervised merging for visual categorization

ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Leafsnap: a computer vision system for automatic plant species identification

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Local log-euclidean covariance matrix (L2ECM) for image representation and its applications

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Describing clothing by semantic attributes

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Complex events detection using data-driven concepts

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Learning to recognize unsuccessful activities using a two-layer latent structural model

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Local expert forest of score fusion for video event classification

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
View-Invariant action recognition using latent kernelized structural SVM

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Age invariant face verification with relative craniofacial growth model

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Efficient similarity derived from kernel-based transition probability

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Dating historical color images

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Atomic action features: a new feature for action recognition

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Learning implicit transfer for person re-identification

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Identification of illustrators

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Semantic interpretation of novelty in images using histograms of oriented gradients

ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
Intelligent prescription-diagnosis function for rehabilitation training robot system

ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part II
Combining DTI and MRI for the automated detection of alzheimer’s disease using a large european multicenter dataset

MBIA'12 Proceedings of the Second international conference on Multimodal Brain Image Analysis
Scene recognition on the semantic manifold

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Beyond spatial pyramids: a new feature extraction framework with dense spatial sampling for image classification

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Unsupervised learning of discriminative relative visual attributes

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
A selective weighted late fusion for visual concept recognition

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Instant scene recognition on mobile platform

ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Properties of energy-price forecasts for scheduling

CP'12 Proceedings of the 18th international conference on Principles and Practice of Constraint Programming
Automated query learning with Wikipedia and genetic programming

Artificial Intelligence
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia

Artificial Intelligence
Wikipedia-based WSD for multilingual frame annotation

Artificial Intelligence
Generalized locality preserving Maxi-Min Margin Machine

Neural Networks
Technical Section: Automatic color realism enhancement for computer generated images

Computers and Graphics
Generalized N-dimensional independent component analysis and its application to multiple feature selection and fusion for image classification

Neurocomputing
A machine-learning framework for hybrid machine translation

KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
Clustering based on density estimation with sparse grids

KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
A computational geometry approach for pareto-optimal selection of neural networks

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Nested sequential minimal optimization for support vector machines

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
TrueSkill-Based pairwise coupling for multi-class classification

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Evolutionary support vector machines for time series forecasting

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Effects of architecture choices on sparse coding in speech recognition

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Automatic Chinese food identification and quantity estimation

SIGGRAPH Asia 2012 Technical Briefs
Efficient protocols for distributed classification and optimization

ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
Improving recommendation accuracy based on item-specific tag preferences

ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
X-Class: Associative Classification of XML Documents by Structure

ACM Transactions on Information Systems (TOIS)
Robustness of a CAD system on digitized mammograms

ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Traffic sign classifier adaption by semi-supervised co-training

ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Towards an integrated approach for evaluating textual complexity for learning purposes

ICWL'12 Proceedings of the 11th international conference on Advances in Web-Based Learning
A supervised learning based approach to detect crohn's disease in abdominal MR volumes

MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Fast Ranking Algorithm for Predicting Gene Functions in Biomolecular Networks

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Feature-based Type Identification of File Fragments

Security and Communication Networks
A sequential algorithm for sparse support vector classifiers

Pattern Recognition
Parkinson's disease prediction using gene expression - A projection based learning meta-cognitive neural classifier approach

Expert Systems with Applications: An International Journal
Elderly activities recognition and classification for applications in assisted living

Expert Systems with Applications: An International Journal
Integrating PSONN and Boltzmann function for feature selection and classification of lymph nodes in ultrasound images

Journal of Visual Communication and Image Representation
Texture Description Through Histograms of Equivalent Patterns

Journal of Mathematical Imaging and Vision
A Two-Phase Framework for Learning Logical Structures of Paragraphs in Legal Articles

ACM Transactions on Asian Language Information Processing (TALIP)
Attention-Feedback Based Robust Segmentation of Online Handwritten Isolated Tamil Words

ACM Transactions on Asian Language Information Processing (TALIP)
FaSTIP: a new method for detection and description of space-time interest points for human activity classification

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Aerial scene recognition using efficient sparse representation

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
The role of spatial context in activity recognition

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Sparse discriminative Fisher vectors in visual classification

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
A novel divide-and-merge classification for high dimensional datasets

Computational Biology and Chemistry
Reordering video shots for event classification using bag-of-words models and string kernels

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
An one-class classification approach to detecting porn image

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Evaluating the impact of frame rate on video based human action recognition

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Co-training on multi-view unlabelled data

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Video synchronization as one-class learning

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
An information system for medieval archaeology based on photogrammetry and archaeological database: the Shawbak castle project

EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
The impact of conceptualization on text classification

WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Structures of surround modulation for the border-ownership selectivity of v2 cells

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
EEG-Based emotion recognition in listening music by using support vector machine and linear dynamic system

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
EEG-Based fatigue classification by using parallel hidden markov model and pattern classifier combination

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Online vigilance analysis combining video and electrooculography features

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Behavior analysis of long-term cyber attacks in the darknet

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Multi-label lego -- enhancing multi-label classifiers with local patterns

IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Support vector machines training data selection using a genetic algorithm

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Machine learning scoring functions based on random forest and support vector regression

PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
A framework of gene subset selection using multiobjective evolutionary algorithm

PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
Identifying shifted double JPEG compression artifacts for non-intrusive digital image forensics

CVM'12 Proceedings of the First international conference on Computational Visual Media
Improving support vector machine using a stochastic local search for classification in datamining

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Color fractal structure model for reduced-reference colorful image quality assessment

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Mining movies for song sequences with video based music genre identification system

Information Processing and Management: an International Journal
Improving classification accuracy of project dispute resolution using hybrid artificial intelligence and support vector machine models

Expert Systems with Applications: An International Journal
An enhanced Customer Relationship Management classification framework with Partial Focus Feature Reduction

Expert Systems with Applications: An International Journal
RFS: Efficient feature selection method based on R-value

Computers in Biology and Medicine
Parallel multitask cross validation for Support Vector Machine using GPU

Journal of Parallel and Distributed Computing
Training inter-related classifiers for automatic image classification and annotation

Pattern Recognition
A linguistic decision tree approach to predicting storm surge

Fuzzy Sets and Systems
Actor level emotion magnitude prediction in text and speech

Multimedia Tools and Applications
Probabilistic prediction of protein phosphorylation sites using classification relevance units machines

ACM SIGAPP Applied Computing Review
Development of an Assamese OCR using Bangla OCR

Proceeding of the workshop on Document Analysis and Recognition
Anomaly intrusion detection based on PLS feature extraction and core vector machine

Knowledge-Based Systems
Integrating statistical and lexical information for recognizing textual entailments in text

Knowledge-Based Systems
App recommendation: a contest between satisfaction and temptation

Proceedings of the sixth ACM international conference on Web search and data mining
Translating related words to videos and back through latent topics

Proceedings of the sixth ACM international conference on Web search and data mining
What's in a name?: an unsupervised approach to link users across communities

Proceedings of the sixth ACM international conference on Web search and data mining
An importance sampling method for portfolio cvar estimation with Gaussian copula models

Proceedings of the Winter Simulation Conference
Monitoring of mental workload levels during an everyday life office-work scenario

Personal and Ubiquitous Computing
Cross-validation of bimodal health-related stress assessment

Personal and Ubiquitous Computing
Pre-attention cues for person detection

COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
Shadow Casting Out Of Plane (SCOOP) Candidates for Human and Vehicle Detection in Aerial Imagery

International Journal of Computer Vision
Support Vector Regression to predict carcass weight in beef cattle in advance of the slaughter

Computers and Electronics in Agriculture
Modeling medical decision making by support vector machines, explaining by rules of evolutionary algorithms with feature selection

Expert Systems with Applications: An International Journal
Outlier detection for patient monitoring and alerting

Journal of Biomedical Informatics
Discriminative prototype selection methods for graph embedding

Pattern Recognition
Patch-Based bag of features for face recognition in videos

CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Local search in parallel linear genetic programming for multiclass classification

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Reverse active learning for optimising information extraction training production

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Top-Down saliency by multi-scale contextual pooling

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Combining SIFT and global features for web image classification

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Accurate pedestrian counting system based on local features

PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
A multi-tier ensemble construction of classifiers for phishing email detection and filtering

CSS'12 Proceedings of the 4th international conference on Cyberspace Safety and Security
An efficient visibility graph similarity algorithm and its application on sleep stages classification

BI'12 Proceedings of the 2012 international conference on Brain Informatics
The impact of PSO based dimension reduction on EEG classification

BI'12 Proceedings of the 2012 international conference on Brain Informatics
Movie genre classification using SVM with audio and video features

AMT'12 Proceedings of the 8th international conference on Active Media Technology
Automatic player behavior analyses from baseball broadcast videos

AMT'12 Proceedings of the 8th international conference on Active Media Technology
Robust human detection using multiple scale of cell based histogram of oriented gradients and adaboost learning

ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Pixel-Based object detection and tracking with ensemble of support vector machines and extended structural tensor

ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
New approaches for alzheimer's disease diagnosis based on automatic spontaneous speech analysis and emotional temperature

IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
On proximal bilateral-weighted fuzzy support vector machine classifiers

International Journal of Advanced Intelligence Paradigms
On the Applicability of Speaker Diarization to Audio Indexing of Non-Speech and Mixed Non-Speech/Speech Video Soundtracks

International Journal of Multimedia Data Engineering & Management
Sparse Based Image Classification With Bag-of-Visual-Words Representations

International Journal of Software Science and Computational Intelligence
A new cost effective 3D measurement audit and model comparison system for verification tasks

Multidimensional Systems and Signal Processing
Adaptive Hybrid Semantic Selection of SAWSDL Services with SAWSDL-MX2

International Journal on Semantic Web & Information Systems
Context ontologies for recommending from the social web

Proceedings of the 3rd Workshop on Context-awareness in Retrieval and Recommendation
Design of a visual perception model with edge-adaptive Gabor filter and support vector machine for traffic sign detection

Expert Systems with Applications: An International Journal
Towards unsupervised learning of temporal relations between events

Journal of Artificial Intelligence Research
Learning dictionary on manifolds for image classification

Pattern Recognition
Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages

Language Resources and Evaluation
Sensors in the wild: exploring electrodermal activity in child-robot interaction

Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Simplified swarm optimization with differential evolution mutation strategy for parameter search

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Leveraging Incrementally Enriched Domain Knowledge to Enhance Service Categorization

International Journal of Web Services Research
Locating user attention using eye tracking and EEG for spatio-temporal event selection

Proceedings of the 2013 international conference on Intelligent user interfaces
Notation-Invariant patch-based wall detector in architectural floor plans

GREC'11 Proceedings of the 9th international conference on Graphics Recognition: new trends and challenges
Support vector machine for large databases as classifier

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Hybrid biogeography based simultaneous feature selection and prediction of n-myristoylation substrate proteins using support vector machines and random forest classifiers

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Face authentication using supervised learning techniques

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Head pose estimation via background removal

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Multimodal recognition of visual concepts using histograms of textual concepts and selective weighted late fusion scheme

Computer Vision and Image Understanding
Multimodal genre classification of TV programs and YouTube videos

Multimedia Tools and Applications
Fast window fusion using fuzzy equivalence relation

Pattern Recognition Letters
Classification of multiscale spatiotemporal energy features for video segmentation and dynamic objects prioritisation

Pattern Recognition Letters
Ensembles of strong learners for multi-cue classification

Pattern Recognition Letters
CloudSVM: training an SVM classifier in cloud computing systems

ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Efficient template attacks based on probabilistic multi-class support vector machines

CARDIS'12 Proceedings of the 11th international conference on Smart Card Research and Advanced Applications
Implicit fitness sharing for evolutionary synthesis of license plate detectors

EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
A Multiclass Classification Tool Using Cloud Computing Architecture

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Churn Prediction in a Real Online Social Network Using Local CommunIty Analysis

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Semantic Triplet Based Story Classifier

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Identity verification based on handwritten signatures with haptic information using genetic programming

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Predicting Mental Health Status in the Context of Web Browsing

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Event Duration Detection on Microblogging

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Extracting event-related information from article updates in wikipedia

ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Encoding local binary descriptors by bag-of-features with hamming distance for visual object categorization

ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Summary evaluation: together we stand NPowER-ed

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Distinguishing between genomic regions bound by paralogous transcription factors

RECOMB'13 Proceedings of the 17th international conference on Research in Computational Molecular Biology
RoomSense: an indoor positioning system for smartphones using active sound probing

Proceedings of the 4th Augmented Human International Conference
A real-time auto-adjustable smart pillow system for sleep apnea detection and treatment

Proceedings of the 12th international conference on Information processing in sensor networks
Heterogeneous features and model selection for event-based media classification

Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Large-scale visual concept detection with explicit kernel maps and power mean SVM

Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Learning in compressed space

Neural Networks
Load forecasting using a multivariate meta-learning system

Expert Systems with Applications: An International Journal
Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitions

Expert Systems with Applications: An International Journal
Evolving role definitions through permission invocation patterns

Proceedings of the 18th ACM symposium on Access control models and technologies
Scalanytics: a declarative multi-core platform for scalable composable traffic analytics

Proceedings of the 22nd international symposium on High-performance parallel and distributed computing
S-Race: a multi-objective racing algorithm

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease

International Journal of Data Mining and Bioinformatics
Predicting transmission of avian influenza A viruses from avian to human by using informative physicochemical properties

International Journal of Data Mining and Bioinformatics
Disentangling spatial perception and spatial memory in the hippocampus: A univariate and multivariate pattern analysis fmri study

Journal of Cognitive Neuroscience
Feature selection techniques with class separability for multivariate time series

Neurocomputing
Fuzzy support vector machine based on within-class scatter for classification problems with outliers or noises

Neurocomputing
Marginalized multi-layer multi-instance kernel for video concept detection

Signal Processing
NuActiv: recognizing unseen new activities using semantic attribute-based learning

Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Clinical and molecular models of Glioblastoma multiforme survival

International Journal of Data Mining and Bioinformatics
SVM-based characterisation of liver cirrhosis by singular value decomposition of GLCM matrix

International Journal of Artificial Intelligence and Soft Computing
Man made structure detection and verification of object recognition in images for the visually impaired

Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications
A two-stage quality measure for mobile phone captured 2D barcode images

Pattern Recognition
Exhaustive comparison of colour texture features and classification methods to discriminate cells categories in histological images of fish ovary

Pattern Recognition
Active steganalysis for interpolation-error based reversible data hiding

Pattern Recognition Letters
The fuzzy Laplacianclassifier

Neurocomputing
Extracting and matching authors and affiliations in scholarly documents

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
IFME: information filtering by multiple examples with under-sampling in a digital library environment

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Exploring coreference uncertainty of generically extracted event mentions

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Sensing fork: eating behavior detection utensil and mobile persuasive game

CHI '13 Extended Abstracts on Human Factors in Computing Systems
Facilitating developer-user interactions with mobile app review digests

CHI '13 Extended Abstracts on Human Factors in Computing Systems
Crowdfunding support tools: predicting success & failure

CHI '13 Extended Abstracts on Human Factors in Computing Systems
Towards building performance models for data-intensive workloads in public clouds

Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
IrotateGrasp: automatic screen rotation based on grasp of mobile devices

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Salient features selection for multiclass texture classification

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Max-Margin regularization for reducing accidentalness in chamfer matching

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Relative forest for attribute prediction

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Underwater live fish recognition using a balance-guaranteed optimized tree

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Local 3d symmetry for visual saliency in 2.5d point clouds

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Contextual pooling in image classification

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Superpixel classification based optic disc segmentation

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Automatic skin lesion segmentation based on texture analysis and supervised learning

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Image retrieval using eigen queries

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Enhancing expression recognition in the wild with unlabeled reference data

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Finding happiest moments in a social context

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Sparsity sharing embedding for face verification

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Robust object tracking in crowd dynamic scenes using explicit stereo depth

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Action recognition using canonical correlation kernels

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Egocentric activity monitoring and recovery

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
A comparative study of encoding, pooling and normalization methods for action recognition

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Optimizing acoustic features for source cell-phone recognition using speech signals

Proceedings of the first ACM workshop on Information hiding and multimedia security
Embedding change rate estimation based on ensemble learning

Proceedings of the first ACM workshop on Information hiding and multimedia security
A supervised learning and group linking method for historical census household linkage

AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Assessor disagreement and text classifier accuracy

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
lp-norm multikernel learning approach for stock market price forecasting

Computational Intelligence and Neuroscience
Tuning large scale deduplication with reduced effort

Proceedings of the 25th International Conference on Scientific and Statistical Database Management
An ensemble of SVM classifiers based on gene pairs

Computers in Biology and Medicine
Logistic regression with weight grouping priors

Computational Statistics & Data Analysis
MTi: A method for user identification for multitouch displays

International Journal of Human-Computer Studies
Combining appearance and structural features for human action recognition

Neurocomputing
Decision fusion of sparse representation and support vector machine for SAR image target recognition

Neurocomputing
Classification-based learning by particle swarm optimization for wall-following robot navigation

Neurocomputing
Fast and scalable polynomial kernels via explicit feature maps

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Querying discriminative and representative samples for batch mode active learning

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative matrix factorization with multiple similarities for predicting drug-target interactions

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Model-based kernel for efficient time series analysis

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Semantically sampling in heterogeneous social networks

Proceedings of the 22nd international conference on World Wide Web companion
Cross-lingual web spam classification

Proceedings of the 22nd international conference on World Wide Web companion
Researcher homepage classification using unlabeled data

Proceedings of the 22nd international conference on World Wide Web
Machine-learning-based hotspot detection using topological classification and critical feature extraction

Proceedings of the 50th Annual Design Automation Conference
Ensemble learning for generalised eigenvalues proximal support vector machines

International Journal of Computer Applications in Technology
Battling the internet water army: detection of hidden paid posters

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Evolution of communities on Twitter and the role of their leaders during emergencies

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
FoodBoard: surface contact imaging for food recognition

Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Special Section on 3D Object Retrieval: Evaluating 3D spatial pyramids for classifying 3D shapes

Computers and Graphics
Bubble space and place representation in topological maps

International Journal of Robotics Research
Searching online book documents and analyzing book citations

Proceedings of the 2013 ACM symposium on Document engineering
Protein structural class prediction using predicted secondary structure and hydropathy profile

Proceedings of the International C* Conference on Computer Science and Software Engineering
Automatic sleep staging from ventilator signals in non-invasive ventilation

Computers in Biology and Medicine
Ambient intelligence sensing using array sensor: device-free radio based approach

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
A supervised approach to detect protein complex by combining biological and topological properties

International Journal of Data Mining and Bioinformatics
A new biologically inspired active appearance model for face age estimation by using local ordinal ranking

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Steganalysis of F5-like steganography based on selection of joint distribution features

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
The combination of differential evolution and color attention for object recognition

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Object recognition based on the region of interest and optical bag of words model

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Time-efficient architecture for face detection from images using support vector machine

Proceedings of the 51st ACM Southeast Conference
Predicting time-sensitive user locations from social media

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Toward the next generation of recruitment tools: an online social network-based job recommender system

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Probabilistic movement modeling for intention inference in human-robot interaction

International Journal of Robotics Research
Secure unlocking of mobile touch screen devices by simple gestures: you can see it but you can not do it

Proceedings of the 19th annual international conference on Mobile computing & networking
Instance Annotation for Multi-Instance Multi-Label Learning

ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Improving the performance of the BioHEL learning classifier system

Expert Systems with Applications: An International Journal
Systematic construction of anomaly detection benchmarks from real data

Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
TV predictor: personalized program recommendations to be displayed on SmartTVs

Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
The application of support vector regression for prediction of the antiallodynic effect of drug combinations in the mouse model of streptozocin-induced diabetic neuropathy

Computer Methods and Programs in Biomedicine
Robust image annotation via simultaneous feature and sample outlier pursuit

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Gaze locking: passive eye contact detection for human-object interaction

Proceedings of the 26th annual ACM symposium on User interface software and technology
The skweezee system: enabling the design and the programming of squeeze interactions

Proceedings of the 26th annual ACM symposium on User interface software and technology
Identifying purpose behind electoral tweets

Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Exploring discriminative pose sub-patterns for effective action classification

Proceedings of the 21st ACM international conference on Multimedia
Visual interestingness in image sequences

Proceedings of the 21st ACM international conference on Multimedia
"Wow! you are so beautiful today!"

Proceedings of the 21st ACM international conference on Multimedia
Classifying tag relevance with relevant positive and negative examples

Proceedings of the 21st ACM international conference on Multimedia
How do we deep-link?: leveraging user-contributed time-links for non-linear video access

Proceedings of the 21st ACM international conference on Multimedia
Human behavior sensing for tag relevance assessment

Proceedings of the 21st ACM international conference on Multimedia
Improving event detection using related videos and relevance degree support vector machines

Proceedings of the 21st ACM international conference on Multimedia
Relative spatial features for image memorability

Proceedings of the 21st ACM international conference on Multimedia
Recent developments in openSMILE, the munich open-source multimedia feature extractor

Proceedings of the 21st ACM international conference on Multimedia
AdVisual: a visual-based advertising system

Proceedings of the 21st ACM international conference on Multimedia
MLPACK: a scalable C++ machine learning library

The Journal of Machine Learning Research
Pairwise support vector machines and their application to large scale problems

The Journal of Machine Learning Research
Local and global scaling reduce hubs in space

The Journal of Machine Learning Research
Bayesian mixed-effects inference on classification performance in hierarchical data sets

The Journal of Machine Learning Research
Large-scale linear support vector regression

The Journal of Machine Learning Research
Twin least squares support vector regression

Neurocomputing
Discriminative feature selection for multi-view cross-domain learning

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Local-to-global semi-supervised feature selection

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Learning to rank for question routing in community question answering

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Detection of target gases and optimal selection of SAW sensors for E-Nose applications

Proceedings of Conference on Advances In Robotics
Real-time eye-gaze estimation using a low-resolution webcam

Multimedia Tools and Applications
An Image-Text Approach for Extracting Experimental Evidence of Protein-Protein Interactions in the Biomedical Literature

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
ChainKnot: a comparative H-type pseudoknot prediction tool using multiple ab initio folding tools

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Classification of Alzheimer Diagnosis from ADNI Plasma Biomarker Data

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Performance Model Selection for Learning-based Biological Image Analysis on a Cluster

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
An Evolutionary Conservation & Rigidity Analysis Machine Learning Approach for Detecting Critical Protein Residues

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Fuzzy regularized generalized eigenvalue classifier with a novel membership function

Information Sciences: an International Journal
A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness

Information Technology and Management
Web media semantic concept retrieval via tag removal and model fusion

ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning

ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Activity-aware adaptive compression: a morphing-based frame synthesis application in 3DTI

Proceedings of the 21st ACM international conference on Multimedia
Efficient penetration depth approximation using active learning

ACM Transactions on Graphics (TOG)
Exploitation of pairwise class distances for ordinal classification

Neural Computation
Domain information based prediction of protein-protein interactions of glucosinolate biosynthesis

International Journal of Computer Applications in Technology
Automatic web spreadsheet data extraction

Proceedings of the 3rd International Workshop on Semantic Search Over the Web
A method of feature selection and sentiment similarity for Chinese micro-blogs

Journal of Information Science
Hand gesture recognition with depth data

Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
GaitTrack: Health Monitoring of Body Motion from Spatio-Temporal Parameters of Simple Smart Phones

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Audiovisual three-level fusion for continuous estimation of Russell's emotion circumplex

Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
Diagnosis of depression by behavioural signals: a multimodal approach

Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
Image retrieval based on high level concept detection and semantic labelling

Intelligent Decision Technologies
Parallel Field Ranking

ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
A systematic methodology for OS benchmark characterization

Proceedings of the 2013 Research in Adaptive and Convergent Systems
Kernel-based sparse representation for gesture recognition

Pattern Recognition
Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

Pattern Recognition
Learning Bayesian network classifiers from label proportions

Pattern Recognition
Using robust dispersion estimation in support vector machines

Pattern Recognition
Automatic classification for solitary pulmonary nodule in CT image by fractal analysis based on fractional Brownian motion model

Pattern Recognition
Mutual information-based method for selecting informative feature sets

Pattern Recognition
Further results on dissimilarity spaces for hyperspectral images RF-CBIR

Pattern Recognition Letters
Pedestrian detection in unseen scenes by dynamically updating visual words

Neurocomputing
Improving the management of microfinance institutions by using credit scoring models based on Statistical Learning techniques

Expert Systems with Applications: An International Journal
Automatic sleep staging: A computer assisted approach for optimal combination of features and polysomnographic channels

Expert Systems with Applications: An International Journal
Multilabel Learning via Random Label Selection for Protein Subcellular Multilocations Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
The curse of 140 characters: evaluating the efficacy of SMS spam detection on android

Proceedings of the Third ACM workshop on Security and privacy in smartphones & mobile devices
A framework for short-term activity-aware load forecasting

Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities
A semi-supervised approach for author disambiguation in KDD CUP 2013

Proceedings of the 2013 KDD Cup 2013 Workshop
Real-time classification via sparse representation in acoustic sensor networks

Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Managing chaos: models of turn-taking in character-multichild interactions

Proceedings of the 15th ACM on International conference on multimodal interaction
Going beyond traits: multimodal classification of personality states in the wild

Proceedings of the 15th ACM on International conference on multimodal interaction
How can i help you': comparing engagement classification strategies for a robot bartender

Proceedings of the 15th ACM on International conference on multimodal interaction
Automatic multimodal descriptors of rhythmic body movement

Proceedings of the 15th ACM on International conference on multimodal interaction
Extreme learning machine: a robust modeling technique? yes!

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Using nonlinear dimensionality reduction to visualize classifiers

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Parallel support vector data description

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Minimal learning machine: a new distance-based method for supervised learning

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Sleep stage classification using advanced intelligent methods

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
An ensemble of classifiers guided by the AAL brain atlas for alzheimer's disease detection

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Geometric tree kernels: classification of COPD from airway tree geometry

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Using big data for more dependability: a cellular network tale

Proceedings of the 9th Workshop on Hot Topics in Dependable Systems
Measuring and visualizing interest similarity between microblog users

WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
preCEP: facilitating predictive event-driven process analytics

DESRIST'13 Proceedings of the 8th international conference on Design Science at the Intersection of Physical and Virtual Design
Subtree selection in kernels for graph classification

International Journal of Data Mining and Bioinformatics
Support vector machine with customized kernel

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Applying wavelet packet decomposition and one-class support vector machine on vehicle acceleration traces for road anomaly detection

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Using eye movements to recognize activities on cartographic maps

Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Exploiting processor heterogeneity for energy efficient context inference on mobile phones

Proceedings of the Workshop on Power-Aware Computing and Systems
Identifying informative genes for prediction of breast cancer subtypes

PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
Using predictive models to engineer biology: a case study in codon optimization

PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
A collaborative brain-computer interface for accelerating human decision making

UAHCI'13 Proceedings of the 7th international conference on Universal Access in Human-Computer Interaction: design methods, tools, and interaction techniques for eInclusion - Volume Part I
A random set and rule-based regression model incorporating image labels

IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making
What's the deal?: identifying online bargains

AWC '13 Proceedings of the First Australasian Web Conference - Volume 144
Classifying the socio-situational settings of transcripts of spoken discourses

Speech Communication
Japanese lexical accent recognition for a CALL system by deriving classification equations with perceptual experiments

Speech Communication
Audio codec identification from coded and transcoded audios

Digital Signal Processing
Active learning for noisy oracle via density power divergence

Neural Networks
Training Lp norm multiple kernel learning in the primal

Neural Networks
A fuzzy binary neural network for interpretable classifications

Neurocomputing
Occupancy Detection from Electricity Consumption Data

Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings
What's buzzing in the blizzard of buzz? Automotive component isolation in social media postings

Decision Support Systems
Self-advising support vector machine

Knowledge-Based Systems
Classification of diffusion tensor images for the early detection of Alzheimer's disease

Computers in Biology and Medicine
Semi-supervised clinical text classification with Laplacian SVMs: An application to cancer case management

Journal of Biomedical Informatics
Distinguishing computer graphics from photographic images using local binary patterns

IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Countering universal image tampering detection with histogram restoration

IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Robust median filtering detection based on filtered residual

IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Wastewater treatment plant performance prediction with support vector machines

ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
The gapped spectrum kernel for support vector machines

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Density ratio estimation in support vector machine for better generalization: study on direct marketing prediction

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
A web-service for object detection using hierarchical models

ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Integrating cue descriptors in bubble space for place recognition

ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Rational kernels for arabic text classification

SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Illumination invariant face recognition

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
Content-based diversifying leaf image retrieval

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP

Proceedings of the 15th ACM on International conference on multimodal interaction
Combining modality specific deep neural networks for emotion recognition in video

Proceedings of the 15th ACM on International conference on multimodal interaction
Why is facial expression analysis in the wild challenging?

Proceedings of the 2013 on Emotion recognition in the wild challenge and workshop
Multi-modal social signal analysis for predicting agreement in conversation settings

Proceedings of the 15th ACM on International conference on multimodal interaction
Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems

Proceedings of the 15th ACM on International conference on multimodal interaction
Convex and concave hulls for classification with support vector machine

Neurocomputing
Scene classification using multi-resolution low-level feature combination

Neurocomputing
Physiological emotion analysis using support vector regression

Neurocomputing
Enhanced pose normalization and matching of non-rigid objects based on support vector machine modelling

Pattern Recognition
Multiple rank multi-linear SVM for matrix data classification

Pattern Recognition
Predicting utterance pitch targets in Yorùbá for tone realisation in speech synthesis

Speech Communication
ExecScent: mining for new C&C domains in live networks with adaptive control protocol templates

SEC'13 Proceedings of the 22nd USENIX conference on Security
Inferring social nature of conversations from words: Experiments on a corpus of everyday telephone conversations

Computer Speech and Language
Analyzing, Detecting, and Exploiting Sentiment in Web Queries

ACM Transactions on the Web (TWEB)
Range Face Segmentation: Face Detection and Segmentation for Authentication in Mobile Device Range Images

Proceedings of International Conference on Advances in Mobile Computing & Multimedia
An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers

Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Language independent semantic kernels for short-text classification

Expert Systems with Applications: An International Journal
A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson's disease

Expert Systems with Applications: An International Journal
Spatio-temporal layout of human actions for improved bag-of-words action detection

Pattern Recognition Letters
On-line anomaly detection and resilience in classifier ensembles

Pattern Recognition Letters
Fall detection using single-tree complex wavelet transform

Pattern Recognition Letters
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

Pattern Recognition Letters
Variance inflation in high dimensional Support Vector Machines

Pattern Recognition Letters
Classifying microblogs for disasters

Proceedings of the 18th Australasian Document Computing Symposium
Automated diagnosis of otitis media: vocabulary and grammar

Journal of Biomedical Imaging - Special issue on Computer Vision and Image Processing for Computer-Aided Diagnosis
Evaluation of a set of new ORF kernel functions of SVM for speech recognition

Engineering Applications of Artificial Intelligence
Selection of canonical images of travel attractions using image clustering and aesthetics analysis

International Journal of Computational Science and Engineering
Up or Down? Click-Through Rate Prediction from Social Intention for Search Advertising

Proceedings of International Conference on Information Integration and Web-based Applications & Services
Optimizing cepstral features for audio classification

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Histogram of oriented displacements (HOD): describing trajectories of human joints for action recognition

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Multi-modal image annotation with multi-instance multi-label LDA

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
One-class conditional random fields for sequential anomaly detection

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Change-point detection with feature selection in high-dimensional time-series data

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
PPSGen: learning to generate presentation slides for academic papers

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Human action recognition using a temporal hierarchy of covariance descriptors on 3D joint locations

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Multi-view K-means clustering on big data

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Tag-weighted topic model for mining semi-structured documents

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
An introduction to string re-writing kernel

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Using time use with mobile sensor data: a road to practical mobile activity recognition?

Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
A Fig-Based Method for Prediction Alumina Concentration

International Journal of Software Science and Computational Intelligence
A syntactic approach to robot imitation learning using probabilistic activity grammars

Robotics and Autonomous Systems
A spatio-temporal Long-term Memory approach for visual place recognition in mobile robotic navigation

Robotics and Autonomous Systems
Learning spatially semantic representations for cognitive robot navigation

Robotics and Autonomous Systems
Fuzzy rough based regularization in Generalized Multiple Kernel Learning

Computers & Mathematics with Applications
Efficient sparse least squares support vector machines for pattern classification

Computers & Mathematics with Applications
Local learning integrating global structure for large scale semi-supervised classification

Computers & Mathematics with Applications
The combination of self-organizing feature maps and support vector regression for solving the inverse ECG problem

Computers & Mathematics with Applications
Learning group-based dictionaries for discriminative image representation

Pattern Recognition
A unified view of class-selection with probabilistic classifiers

Pattern Recognition
On the design of an ECOC-Compliant Genetic Algorithm

Pattern Recognition
A bi-level belief rule based decision support system for diagnosis of lymph node metastasis in gastric cancer

Knowledge-Based Systems
Continuous penetration depth

Computer-Aided Design
Disulfide connectivity prediction based on structural information without a prior knowledge of the bonding state of cysteines

Computers in Biology and Medicine
Similar handwritten Chinese character recognition by kernel discriminative locality alignment

Pattern Recognition Letters
Recognition of on-line handwritten mathematical expressions using 2D stochastic context-free grammars and hidden Markov models

Pattern Recognition Letters
Learning to discriminate text from synthetic data

Robot Soccer World Cup XV
Modeling dwell time to predict click-level satisfaction

Proceedings of the 7th ACM international conference on Web search and data mining
Color laser printer forensic based on noisy feature and support vector machine classifier

Multimedia Tools and Applications
User identification using raw sensor data from typing on interactive displays

Proceedings of the 19th international conference on Intelligent User Interfaces
Investigating the contribution of linguistic information to quality estimation

Machine Translation
Understanding social relationship evolution by using real-world sensing data

World Wide Web
Phased searching with NEAT in a Time-Scaled Framework: Experiments on a computer-aided detection system for lung nodules

Artificial Intelligence in Medicine
Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers

Advanced Engineering Informatics
Building simulation approaches for the training of automated data analysis tools in building energy management

Advanced Engineering Informatics
Support vector regression for anomaly detection from measurement histories

Advanced Engineering Informatics
Classification of small lesions in dynamic breast MRI: eliminating the need for precise lesion segmentation through spatio-temporal analysis of contrast enhancement

Machine Vision and Applications
Classifying web videos using a global video descriptor

Machine Vision and Applications
The unified extreme learning machines and discriminative random fields for automatic knee cartilage and meniscus segmentation from multi-contrast MR images

Machine Vision and Applications
A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

Expert Systems with Applications: An International Journal
Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting

Knowledge-Based Systems
Combining supervised and unsupervised models via unconstrained probabilistic embedding

Information Sciences: an International Journal
A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search

Engineering Applications of Artificial Intelligence
Research Article: Novel features for identifying A-minors in three-dimensional RNA molecules

Computational Biology and Chemistry
Research Article: Prediction of protein modification sites of gamma-carboxylation using position specific scoring matrices based evolutionary information

Computational Biology and Chemistry
Class-specific GMM based intermediate matching kernel for classification of varying length patterns of long duration speech using support vector machines

Speech Communication
Continuous emotion recognition with phonetic syllables

Speech Communication
Learning-based word spotting system for Arabic handwritten documents

Pattern Recognition
Fast damage recovery in robotics with the T-resilience algorithm

International Journal of Robotics Research
Real-time gender recognition based on 3D human body shape for human-robot interaction

Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction
Automatic classification of infant sleep based on instantaneous frequencies in a single-channel EEG signal

Computers in Biology and Medicine
Editorial: Chronology of your health events: Approaches to extracting temporal relations from medical narratives

Journal of Biomedical Informatics
Extraction of events and temporal expressions from clinical narratives

Journal of Biomedical Informatics
MedTime: A temporal information extraction system for clinical narratives

Journal of Biomedical Informatics
Feature engineering for semantic place prediction

Pervasive and Mobile Computing
Improved process monitoring and supervision based on a reliable multi-stage feature-based pattern recognition technique

Information Sciences: an International Journal
Intoxicated speech detection: A fusion framework with speaker-normalized hierarchical functionals and GMM supervectors

Computer Speech and Language
Novel feature selection methods to financial distress prediction

Expert Systems with Applications: An International Journal
Alcohol consumption detection through behavioural analysis using intelligent systems

Expert Systems with Applications: An International Journal
Computer generated images vs. digital photographs: A synergetic feature and classifier combination approach

Journal of Visual Communication and Image Representation
Face recognition for web-scale datasets

Computer Vision and Image Understanding
A trace ratio maximization approach to multiple kernel-based dimensionality reduction

Neural Networks
1-norm support vector novelty detection and its sparseness

Neural Networks
Exploiting discourse information to identify paraphrases

Expert Systems with Applications: An International Journal
A bagging SVM to learn from positive and unlabeled examples

Pattern Recognition Letters
Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation

Neural Networks
Semi-supervised learning of class balance under class-prior change by distribution matching

Neural Networks
Large-scale linear nonparallel support vector machine solver

Neural Networks
Learning of perceptual grouping for object segmentation on RGB-D data

Journal of Visual Communication and Image Representation
Efficient feature size reduction via predictive forward selection

Pattern Recognition
Contextual object category recognition for RGB-D scene labeling

Robotics and Autonomous Systems
Automatic classification and prediction models for early Parkinson's disease diagnosis from SPECT imaging

Expert Systems with Applications: An International Journal
Random block coordinate descent method for multi-label support vector machine with a zero label

Expert Systems with Applications: An International Journal
A new constructive neural network method for noise processing and its application on stock market prediction

Applied Soft Computing
An accuracy-oriented self-splitting fuzzy classifier with support vector learning in high-order expanded consequent space

Applied Soft Computing
Orange: data mining toolbox in python

The Journal of Machine Learning Research
One-shot learning gesture recognition from RGB-D data using bag of features

The Journal of Machine Learning Research
A binary-classification-based metric between time-series distributions and its use in statistical and learning problems

The Journal of Machine Learning Research
A near-optimal algorithm for differentially-private principal components

The Journal of Machine Learning Research
GURLS: a least squares library for supervised learning

The Journal of Machine Learning Research
Communication-efficient algorithms for statistical optimization

The Journal of Machine Learning Research
Face gender classification: A statistical study when neutral and distorted faces are combined for training and testing purposes

Image and Vision Computing
Effective automatic image annotation via integrated discriminative and generative models

Information Sciences: an International Journal
FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis

Knowledge-Based Systems
Linear subspaces for facial expression recognition

Image Communication
Incipient fault diagnosis using support vector machines based on monitoring continuous decision functions

Engineering Applications of Artificial Intelligence
Identification of glioma cancer-alerted gene markers based on a diagnostic outcome correlation analysis preferential approach

International Journal of Data Mining and Bioinformatics
Robust action recognition using local motion and group sparsity

Pattern Recognition
Face recognition using scale-adaptive directional and textural features

Pattern Recognition
Human activity recognition using multi-features and multiple kernel learning

Pattern Recognition
Spontaneous facial expression recognition: A robust metric learning approach

Pattern Recognition
Kernel-based transition probability toward similarity measure for semi-supervised learning

Pattern Recognition
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses

International Journal of Human-Computer Studies
Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology

Artificial Intelligence in Medicine
Improved sparse coding under the influence of perceptual attention

Neural Computation
An ensemble-clustering-based distance metric and its applications

International Journal of Business Intelligence and Data Mining
Activity recognition on streaming sensor data

Pervasive and Mobile Computing
Sales forecasting of computer products based on variable selection scheme and support vector regression

Neurocomputing
Review and performance comparison of SVM- and ELM-based classifiers

Neurocomputing
1-Norm extreme learning machine for regression and multiclass classification using Newton method

Neurocomputing
Predicting minority class for suspended particulate matters level by extreme learning machine

Neurocomputing
Application of BW-ELM model on traffic sign recognition

Neurocomputing
Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings

Neurocomputing
A framework for selection and fusion of pattern classifiers in multimedia recognition

Pattern Recognition Letters
Open set source camera attribution and device linking

Pattern Recognition Letters
A survey on feature selection methods

Computers and Electrical Engineering
System for removing shell pieces from hazelnut kernels using impact vibration analysis

Computers and Electronics in Agriculture
Global geometric similarity scheme for feature selection in fault diagnosis

Expert Systems with Applications: An International Journal
Implementing support vector regression with differential evolution to forecast motherboard shipments

Expert Systems with Applications: An International Journal
Robust subspace discovery via relaxed rank minimization

Neural Computation
Emotional state classification from EEG data using machine learning approach

Neurocomputing
An integrated Gaussian mixture model to estimate vigilance level based on EEG recordings

Neurocomputing
Ensemble delta test-extreme learning machine (DT-ELM) for regression

Neurocomputing
Multi-step-ahead time series prediction using multiple-output support vector regression

Neurocomputing
Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image collections

Advanced Engineering Informatics
RGB-D image-based detection of stairs, pedestrian crosswalks and traffic signs

Journal of Visual Communication and Image Representation
Multimedia event detection with multimodal feature fusion and temporal concept localization

Machine Vision and Applications
A rule-based event detection system for real-life underwater domain

Machine Vision and Applications
Autonomously learning to visually detect where manipulation will succeed

Autonomous Robots
Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates

International Journal of Computer Vision
Image-based classification of protein subcellular location patterns in human reproductive tissue by ensemble learning global and local features

Neurocomputing
Multiple instance learning based on positive instance selection and bag structure construction

Pattern Recognition Letters
Integration of dense subgraph finding with feature clustering for unsupervised feature selection

Pattern Recognition Letters
Compressive sensing and adaptive direct sampling in hyperspectral imaging

Digital Signal Processing
Hierarchical directory mapping for category-constrained meta-search

Journal of Intelligent Information Systems
Detection of JPEG double compression and identification of smartphone image source and post-capture manipulation

Applied Intelligence
A random coordinate descent algorithm for optimization problems with composite objective function and linear coupled constraints

Computational Optimization and Applications
Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation

IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
A statistical tagger for morphological tagging of Russian language texts

Automation and Remote Control
Human emotion recognition from videos using spatio-temporal and audio features

The Visual Computer: International Journal of Computer Graphics
A novel intrusion detection system based on feature generation with visualization strategy

Expert Systems with Applications: An International Journal
Identifying organic-rich Marcellus Shale lithofacies by support vector machine classifier in the Appalachian basin

Computers & Geosciences
Clustering-based ensembles for one-class classification

Information Sciences: an International Journal
Saliency based mass detection from screening mammograms

Signal Processing
Affinity-driven blog cascade analysis and prediction

Data Mining and Knowledge Discovery
Automated diagnosis of otitis media: vocabulary and grammar

Journal of Biomedical Imaging
Lung cancer survival prediction using ensemble data mining on SEER data

Scientific Programming - Biological Knowledge Discovery and Data Mining
Wavelet Analysis in Current Cancer Genome Research: A Survey

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Random subspace support vector machine ensemble for reliable face recognition

International Journal of Biometrics
Autonomous tactile perception: A combined improved sensing and Bayesian nonparametric approach

Robotics and Autonomous Systems
Object-object interaction affordance learning

Robotics and Autonomous Systems
Learning a taxonomy of predefined and discovered activity patterns

Journal of Ambient Intelligence and Smart Environments
Finite Newton method for implicit Lagrangian support vector regression

International Journal of Knowledge-based and Intelligent Engineering Systems
Optimized code matrix generation for classification of multi-class pattern recognition problems using machine learning techniques

International Journal of Knowledge-based and Intelligent Engineering Systems
Detection of cross site scripting attack in wireless networks using n-Gram and SVM

Mobile Information Systems - Advances in Network-Based Information Systems
To feature space and back: Identifying top-weighted features in polynomial Support Vector Machine models

Intelligent Data Analysis
Fast classification for large data sets via random selection clustering and Support Vector Machines

Intelligent Data Analysis
Smooth support vector learning for fuzzy rule-based classification systems

Intelligent Data Analysis
TS-fuzzy modeling based on ε-insensitive smooth support vector regression

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Tracking people over time in 19th century Canada for longitudinal analysis

Machine Learning
HWVP: hierarchical wavelet packet descriptors and their applications in scene categorization and semantic concept retrieval

Multimedia Tools and Applications
Active learning for on-road vehicle detection: a comparative study

Machine Vision and Applications
A biological continuum based approach for efficient clinical classification

Journal of Biomedical Informatics
Classification of hepatic lesions using the matching metric

Computer Vision and Image Understanding
A novel classifier ensemble method with sparsity and diversity

Neurocomputing
General-purpose image quality assessment based on distortion-aware decision fusion

Neurocomputing
User-driven feature space transformation

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
Automatic shape expansion with verification to improve 3D retrieval, classification and matching

3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval

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Abstract

LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000. The goal is to help users to easily apply SVM to their applications. LIBSVM has gained wide popularity in machine learning and many other areas. In this article, we present all implementation details of LIBSVM. Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed in detail.