Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
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ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
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Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
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Computational Optimization and Applications
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Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
Polyhedral separability through successive LP
Journal of Optimization Theory and Applications
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Data Mining and Knowledge Discovery
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Machine Learning
A Simple Decomposition Method for Support Vector Machines
Machine Learning
Convergence of a Generalized SMO Algorithm for SVM Classifier Design
Machine Learning
The Relaxed Online Maximum Margin Algorithm
Machine Learning
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Machine Learning
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Journal of Computer Science and Technology
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Machine Learning
IEEE Intelligent Systems
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Neural Computation
Natural discriminant analysis using interactive Potts models
Neural Computation
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Neural Computation
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Neural Computation
Membership authentication in the dynamic group by face classification using SVM ensemble
Pattern Recognition Letters
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ECML '02 Proceedings of the 13th European Conference on Machine Learning
A Classification Approach for Prediction of Target Events in Temporal Sequences
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Optimization over Zonotopes and Training Support Vector Machines
WADS '01 Proceedings of the 7th International Workshop on Algorithms and Data Structures
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Comparison of Classifiers for Real-Time Eye Detection
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Reduced Support Vector Selection by Linear Programs
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Empirical Study of Recommender Systems Using Linear Classifiers
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
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SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
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SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
On the Generalization of Kernel Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
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SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Machines: Theory and Applications
Machine Learning and Its Applications, Advanced Lectures
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ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
A Random Sampling Technique for Training Support Vector Machines
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Eyeglasses Verification by Support Vector Machine
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Ultraconservative Online Algorithms for Multiclass Problems
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
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COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Support Vector Machines with Clustering for Training with Very Large Datasets
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Handbook of massive data sets
A parallel solver for large quadratic programs in training support vector machines
Parallel Computing - Special issue: Parallel computing in numerical optimization
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Neural Computation
A short introduction to learning with kernels
Advanced lectures on machine learning
Modified support vector novelty detector using training data with outliers
Pattern Recognition Letters
Recognition of On-line Handwritten Mathematical Formulas in the E-Chalk System
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
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Neural Computation
Dependency networks for inference, collaborative filtering, and data visualization
The Journal of Machine Learning Research
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The Journal of Machine Learning Research
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The Journal of Machine Learning Research
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The Journal of Machine Learning Research
Exact simplification of support vector solutions
The Journal of Machine Learning Research
Pac-bayesian generalisation error bounds for gaussian process classification
The Journal of Machine Learning Research
Ultraconservative online algorithms for multiclass problems
The Journal of Machine Learning Research
Human Face Detection in Digital Video Using SVMEnsemble
Neural Processing Letters
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Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
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CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
A practical SVM-based algorithm for ordinal regression in image retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
A Probabilistic Active Support Vector Learning Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension
IEEE Transactions on Knowledge and Data Engineering
A class of edit kernels for SVMs to predict translation initiation sites in eukaryotic mRNAs
RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
Parameter detection of thin films from their x-ray reflectivity by support vector machines
Applied Numerical Mathematics
Predicting library of congress classifications from library of congress subject headings
Journal of the American Society for Information Science and Technology
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Statistics and Computing
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Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
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Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
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ICML '04 Proceedings of the twenty-first international conference on Machine learning
The Journal of Machine Learning Research
Decomposition methods for linear support vector machines
Neural Computation
A generalized S-K algorithm for learning v-SVM classifiers
Pattern Recognition Letters
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
Recognition of Persian handwritten digits using image profiles of multiple orientations
Pattern Recognition Letters
ACM SIGKDD Explorations Newsletter
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Neural Processing Letters
Sequence modelling for sentence classification in a legal summarisation system
Proceedings of the 2005 ACM symposium on Applied computing
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COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
An empirical study of active learning with support vector machines for Japanese word segmentation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Invariance of neighborhood relation under input space to feature space mapping
Pattern Recognition Letters
Recognizing expressions of commonsense psychology in English Text
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
OCFS: optimal orthogonal centroid feature selection for text categorization
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Surrogate scoring for improved metasearch precision
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Statistical Models for Empirical Search-Based Performance Tuning
International Journal of High Performance Computing Applications
SVM in oracle database 10g: removing the barriers to widespread adoption of support vector machines
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Efficient performance estimate for one-class support vector machine
Pattern Recognition Letters
Support vector machines classification with a very large-scale taxonomy
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
An efficient star acquisition method based on SVM with mixtures of kernels
Pattern Recognition Letters
Learning to crawl: Comparing classification schemes
ACM Transactions on Information Systems (TOIS)
Using appraisal groups for sentiment analysis
Proceedings of the 14th ACM international conference on Information and knowledge management
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ICML '05 Proceedings of the 22nd international conference on Machine learning
Ensembles of biased classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
The cross entropy method for classification
ICML '05 Proceedings of the 22nd international conference on Machine learning
Large scale genomic sequence SVM classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
Core Vector Regression for very large regression problems
ICML '05 Proceedings of the 22nd international conference on Machine learning
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing
Data Mining and Knowledge Discovery
Link Contexts in Classifier-Guided Topical Crawlers
IEEE Transactions on Knowledge and Data Engineering
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ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Efficient Text Classification by Weighted Proximal SVM
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Bit Reduction Support Vector Machine
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing
IEEE Transactions on Knowledge and Data Engineering
A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tuning support vector machines for biomedical named entity recognition
BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
Virtual examples for text classification with Support Vector Machines
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Training ν-Support Vector Classifiers: Theory and Algorithms
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IEEE Transactions on Knowledge and Data Engineering
Functional Census of Mutation Sequence Spaces: The Example of p53 Cancer Rescue Mutants
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
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A fast projected conjugate gradient algorithm for training support vector machines
Contemporary mathematics
Neural Computation
Facial emotion recognition by adaptive processing of tree structures
Proceedings of the 2006 ACM symposium on Applied computing
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Proceedings of the 2006 ACM symposium on Applied computing
Exploiting partial decision trees for feature subset selection in e-mail categorization
Proceedings of the 2006 ACM symposium on Applied computing
ICML '06 Proceedings of the 23rd international conference on Machine learning
Trading convexity for scalability
ICML '06 Proceedings of the 23rd international conference on Machine learning
Fast transpose methods for kernel learning on sparse data
ICML '06 Proceedings of the 23rd international conference on Machine learning
Nonstationary kernel combination
ICML '06 Proceedings of the 23rd international conference on Machine learning
Full Bayesian network classifiers
ICML '06 Proceedings of the 23rd international conference on Machine learning
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ICML '06 Proceedings of the 23rd international conference on Machine learning
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Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
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Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
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Confidence-Based Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
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Journal of Computational and Applied Mathematics
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ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Sensing from the basement: a feasibility study of unobtrusive and low-cost home activity recognition
UIST '06 Proceedings of the 19th annual ACM symposium on User interface software and technology
Kernel rewards regression: an information efficient batch policy iteration approach
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
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MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
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MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Classification-based melody transcription
Machine Learning
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Combining Information Extraction Systems Using Voting and Stacked Generalization
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Working Set Selection Using Second Order Information for Training Support Vector Machines
The Journal of Machine Learning Research
Linguistic correlates of style: authorship classification with deep linguistic analysis features
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
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COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Kernel matching pursuit classifier ensemble
Pattern Recognition
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Pattern Recognition
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Pattern Recognition
Cancer gene search with data-mining and genetic algorithms
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
Bayes classification based on minimum bounding spheres
Neurocomputing
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Computational Statistics & Data Analysis
A SVM-based approach to microwave breast cancer detection
Engineering Applications of Artificial Intelligence
A hybrid model for exchange rate prediction
Decision Support Systems
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Speech Communication
Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes
International Journal of Computer Vision
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Information Sciences: an International Journal
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
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Proceedings of the 2007 ACM symposium on Applied computing
Automatic web pages categorization with ReliefF and Hidden Naive Bayes
Proceedings of the 2007 ACM symposium on Applied computing
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Marketing Science
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Neural Computation
Support Vector Ordinal Regression
Neural Computation
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines
The Journal of Machine Learning Research
The Interplay of Optimization and Machine Learning Research
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Maximum-Gain Working Set Selection for SVMs
The Journal of Machine Learning Research
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
The Journal of Machine Learning Research
Large Scale Multiple Kernel Learning
The Journal of Machine Learning Research
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra
The Journal of Machine Learning Research
Structured Prediction, Dual Extragradient and Bregman Projections
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Considering Cost Asymmetry in Learning Classifiers
The Journal of Machine Learning Research
Incremental Support Vector Learning: Analysis, Implementation and Applications
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Learning to Detect and Classify Malicious Executables in the Wild
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General Polynomial Time Decomposition Algorithms
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Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
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IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Local strategy learning in networked multi-agent team formation
Autonomous Agents and Multi-Agent Systems
Multiplicative Updates for Nonnegative Quadratic Programming
Neural Computation
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Applied Intelligence
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COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Focused crawling with scalable ordinal regression solvers
Proceedings of the 24th international conference on Machine learning
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Proceedings of the 24th international conference on Machine learning
Multiple instance learning for sparse positive bags
Proceedings of the 24th international conference on Machine learning
Exponentiated gradient algorithms for log-linear structured prediction
Proceedings of the 24th international conference on Machine learning
Learning nonparametric kernel matrices from pairwise constraints
Proceedings of the 24th international conference on Machine learning
Proceedings of the 24th international conference on Machine learning
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
Proceedings of the 24th international conference on Machine learning
Discriminant kernel and regularization parameter learning via semidefinite programming
Proceedings of the 24th international conference on Machine learning
Maximum margin clustering made practical
Proceedings of the 24th international conference on Machine learning
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Comparing SVM sequence kernels: a protein subcellular localization theme
WISB '06 Proceedings of the 2006 workshop on Intelligent systems for bioinformatics - Volume 73
Forecasting of the daily meteorological pollution using wavelets and support vector machine
Engineering Applications of Artificial Intelligence
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Proceedings of the 9th annual conference on Genetic and evolutionary computation
Mining breast cancer data with XCS
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Semantic video analysis for psychological research on violence in computer games
Proceedings of the 6th ACM international conference on Image and video retrieval
On the complexity of working set selection
Theoretical Computer Science
Voting ensembles for spoken affect classification
Journal of Network and Computer Applications
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
Extractive summarisation of legal texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part I
Bird species recognition using support vector machines
EURASIP Journal on Applied Signal Processing
A discriminative model for polyphonic piano transcription
EURASIP Journal on Applied Signal Processing
Incremental support vector machine framework for visual sensor networks
EURASIP Journal on Applied Signal Processing
An improved way tomake large-scale SVR learning practical
EURASIP Journal on Applied Signal Processing
A lot of randomness is hiding in accuracy
Engineering Applications of Artificial Intelligence
Semismooth Newton support vector machine
Pattern Recognition Letters
Cross-domain video concept detection using adaptive svms
Proceedings of the 15th international conference on Multimedia
A convergent decomposition algorithm for support vector machines
Computational Optimization and Applications
Reducing examples to accelerate support vector regression
Pattern Recognition Letters
A general soft method for learning SVM classifiers with L1-norm penalty
Pattern Recognition
Journal of Biomedical Informatics
Response modeling with support vector regression
Expert Systems with Applications: An International Journal
Combined entropy based method for detection of QRS complexes in 12-lead electrocardiogram using SVM
Computers in Biology and Medicine
An smo algorithm for the potential support vector machine
Neural Computation
Regression via Classification applied on software defect estimation
Expert Systems with Applications: An International Journal
Second-order smo improves svm online and active learning
Neural Computation
Journal of the American Society for Information Science and Technology
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
Geometrical synthesis of MLP neural networks
Neurocomputing
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
ACM Transactions on Information Systems (TOIS)
Coresets, sparse greedy approximation, and the Frank-Wolfe algorithm
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Sensitive webpage classification for content advertising
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
Incremental margin algorithm for large margin classifiers
Neurocomputing
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ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Web process and workflow path mining using the Multimethod approach
International Journal of Business Intelligence and Data Mining
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
A semi-automatic approach for workflow staff assignment
Computers in Industry
An evaluation of Naive Bayes variants in content-based learning for spam filtering
Intelligent Data Analysis
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ISTASC'04 Proceedings of the 4th WSEAS International Conference on Systems Theory and Scientific Computation
Enhancing web page classification through image-block importance analysis
Information Processing and Management: an International Journal
Large-scale Protein-Protein Interaction prediction using novel kernel methods
International Journal of Data Mining and Bioinformatics
Fast support vector machine training and classification on graphics processors
Proceedings of the 25th international conference on Machine learning
Stopping conditions for exact computation of leave-one-out error in support vector machines
Proceedings of the 25th international conference on Machine learning
A dual coordinate descent method for large-scale linear SVM
Proceedings of the 25th international conference on Machine learning
SVM optimization: inverse dependence on training set size
Proceedings of the 25th international conference on Machine learning
Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners
The Journal of Machine Learning Research
Predicting information seeker satisfaction in community question answering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Support Vector Machinery for Infinite Ensemble Learning
The Journal of Machine Learning Research
Trust Region Newton Method for Logistic Regression
The Journal of Machine Learning Research
Multi-class Discriminant Kernel Learning via Convex Programming
The Journal of Machine Learning Research
Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
The Journal of Machine Learning Research
A classification method based on generalized eigenvalue problems
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Locally linear reconstruction for instance-based learning
Pattern Recognition
Early bankruptcy prediction using ENPC
Applied Intelligence
Entity categorization over large document collections
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Training structural svms with kernels using sampled cuts
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Assessing creative problem-solving with automated text grading
Computers & Education
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Applied Soft Computing
Support vector machines, Decision Trees and Neural Networks for auditor selection
Journal of Computational Methods in Sciences and Engineering - Intelligent Systems and Knowledge Management
Oblique Support Vector Machines
Informatica
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Fast Support Vector Data Description Using K-Means Clustering
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Simulation of Time Series Prediction Based on Smooth Support Vector Regression
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Coefficient Structure of Kernel Perceptrons and Support Vector Reduction
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Continuity of Performance Metrics for Thin Feature Maps
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
A Framework for Multi-view Gender Classification
Neural Information Processing
Neural Information Processing
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Proceedings of the 30th DAGM symposium on Pattern Recognition
Speed Up SVM Algorithm for Massive Classification Tasks
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Batch Support Vector Training Based on Exact Incremental Training
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Is a Voting Approach Accurate for Opinion Mining?
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
On the Equivalence of the SMO and MDM Algorithms for SVM Training
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Metric Learning: A Support Vector Approach
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Path Algorithms for One-Class SVM
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Global Convergence Analysis of Decomposition Methods for Support Vector Regression
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Kernel Matrix Learning for One-Class Classification
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Simple Clipping Algorithms for Reduced Convex Hull SVM Training
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Online Learning of Complex Prediction Problems Using Simultaneous Projections
The Journal of Machine Learning Research
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
The Journal of Machine Learning Research
Model selection approaches for non-linear system identification: a review
International Journal of Systems Science
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Identification of QRS complexes in 12-lead electrocardiogram
Expert Systems with Applications: An International Journal
A local experts organization model with application to face emotion recognition
Expert Systems with Applications: An International Journal
Object detection using image reconstruction with PCA
Image and Vision Computing
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Proceedings of the 17th ACM conference on Information and knowledge management
Granular modeling of web documents: impact on information retrieval systems
Proceedings of the 10th ACM workshop on Web information and data management
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Textual analysis of stock market prediction using breaking financial news: The AZFin text system
ACM Transactions on Information Systems (TOIS)
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PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
A support vector machine with integer parameters
Neurocomputing
Robust support vector regression in the primal
Neural Networks
Information Sciences: an International Journal
Evolving Fuzzy Rules with UCS: Preliminary Results
Learning Classifier Systems
Substructural Surrogates for Learning Decomposable Classification Problems
Learning Classifier Systems
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
A Visual Tracking Framework for Intent Recognition in Videos
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Computer Methods and Programs in Biomedicine
Recursive reduced least squares support vector regression
Pattern Recognition
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Expert Systems with Applications: An International Journal
Fault diagnosis of low speed bearing based on relevance vector machine and support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A selective ensemble based on expected probabilities for bankruptcy prediction
Expert Systems with Applications: An International Journal
Automatic joint classification and segmentation of whole cell 3D images
Pattern Recognition
The effect of borderline examples on language learning
Journal of Experimental & Theoretical Artificial Intelligence
Two-Phased Active Support Kernel Machine Learning
New Frontiers in Applied Data Mining
Discriminative keyword spotting
Speech Communication
Separating hypersurfaces of SVMs in input spaces
Pattern Recognition Letters
Classification models for the prediction of clinicians' information needs
Journal of Biomedical Informatics
Identification of ambiguous queries in web search
Information Processing and Management: an International Journal
Gene Classification Using Codon Usage and Support Vector Machines
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Using a similarity measure for credible classification
Discrete Applied Mathematics
Modeling information-seeker satisfaction in community question answering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Cycle-breaking acceleration of SVM training
Neurocomputing
Exploiting web search engines to search structured databases
Proceedings of the 18th international conference on World wide web
A new maximal-margin spherical-structured multi-class support vector machine
Applied Intelligence
Genetic Programming and Evolvable Machines
Handling Conjunctions in Named Entities
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
RV-SVM: An Efficient Method for Learning Ranking SVM
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A mixed integer optimisation model for data classification
Computers and Industrial Engineering
Coresets for polytope distance
Proceedings of the twenty-fifth annual symposium on Computational geometry
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
AD-SVMs: A light extension of SVMs for multicategory classification
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
Prototype vector machine for large scale semi-supervised learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Bagging and boosting algorithms for support vector machine classifiers
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Automatic Database Creation and Object's Model Learning
Knowledge Acquisition: Approaches, Algorithms and Applications
Knowledge-Rich Data Mining in Financial Risk Detection
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
SCOVO: Using Statistics on the Web of Data
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Latent classification models for binary data
Pattern Recognition
A Human Activity Aware Learning Mobile Music Player
Proceedings of the 2007 conference on Advances in Ambient Intelligence
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
Multilingual Question Classification based on surface text features
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
On the Dimensions of Data Complexity through Synthetic Data Sets
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
IMAD: in-execution malware analysis and detection
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A quantitative stock prediction system based on financial news
Information Processing and Management: an International Journal
Candidate working set strategy based SMO algorithm in support vector machine
Information Processing and Management: an International Journal
Context transfer in search advertising
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Automatic system testing of programs without test oracles
Proceedings of the eighteenth international symposium on Software testing and analysis
A New Methodology for Feature Selection Based on Machine Learning Methods Applied to Glaucoma
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Boosting Support Vector Machines Successfully
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Classification of SPECT Images Using Clustering Techniques Revisited
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
International Journal of Bioinformatics Research and Applications
DIAGNOSING CARDIOVASCULAR DISEASE USING AN ENHANCED ROUGH SETS APPROACH
Applied Artificial Intelligence
Hand grip pattern recognition for mobile user interfaces
IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
Predicting task-specific webpages for revisiting
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Authorship attribution and verification with many authors and limited data
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Investigating statistical techniques for sentence-level event classification
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A uniform approach to analogies, synonyms, antonyms, and associations
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Sales Intelligence Using Web Mining
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Using Graph-Kernels to Represent Semantic Information in Text Classification
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Human motion recognition using support vector machines
Computer Vision and Image Understanding
Towards symbolic mining of images with association rules: Preliminary results on textures
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Cutting-plane training of structural SVMs
Machine Learning
Automated stress detection using keystroke and linguistic features: An exploratory study
International Journal of Human-Computer Studies
Online large-margin training of syntactic and structural translation features
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Active and Semi-supervised Data Domain Description
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
11,001 new features for statistical machine translation
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
A framework for kernel-based multi-category classification
Journal of Artificial Intelligence Research
Exploiting known taxonomies in learning overlapping concepts
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Ensembles of partially trained SWMs with multiplicative updates
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automatic prediction of individual performance from "thin slices" of social behavior
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Kernel Methods in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Classification of oncologic data with genetic programming
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Artificial Intelligence in Medicine
Gene selection from microarray data for cancer classification-a machine learning approach
Computational Biology and Chemistry
Pattern recognition techniques for automatic detection of suspicious-looking anomalies in mammograms
Computer Methods and Programs in Biomedicine
Evolving least squares support vector machines for stock market trend mining
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
Efficient band approximation of Gram matrices for large scale kernel methods on GPUs
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Machine learning-based prefetch optimization for data center applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Active learning for network intrusion detection
Proceedings of the 2nd ACM workshop on Security and artificial intelligence
Automatic temporal segment detection and affect recognition from face and body display
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Fast support vector machines for continuous data
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Maximum margin clustering made practical
IEEE Transactions on Neural Networks
A convergent hybrid decomposition algorithm model for SVM training
IEEE Transactions on Neural Networks
Softdoublemaxminover: perceptron-like training of support vector machines
IEEE Transactions on Neural Networks
A novel geometric approach to binary classification based on scaled convex hulls
IEEE Transactions on Neural Networks
Streamed learning: one-pass SVMs
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A realistic benchmark for visual indoor place recognition
Robotics and Autonomous Systems
Improving a rule evaluation support method based on objective indices
International Journal of Advanced Intelligence Paradigms
Predicting defects with program dependencies
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Computers in Biology and Medicine
Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment
Computers in Biology and Medicine
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
A Fast BMU Search for Support Vector Machine
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
A Simple Proof of the Convergence of the SMO Algorithm for Linearly Separable Problems
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Support Vector Optimization through Hybrids: Heuristics and Math Approach
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Learning Semantic Query Suggestions
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Recognition and Quantification of Area Damaged by Oligonychus Perseae in Avocado Leaves
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Hypotheses about Typical General Human Strategic Behavior in a Concrete Case
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Protein Fold Prediction Problem Using Ensemble of Classifiers
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Video Shrinking by Auditory and Visual Cues
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Using default ARTMAP for cancer classification with microRNA expression signatures
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
The multiple pairs SMO: a modified SMO algorithm for the acceleration of the SVM training
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
GNG-SVM framework: classifying large datasets with support vector machines using growing neural gas
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Fuzzy-rough data reduction with ant colony optimization
Fuzzy Sets and Systems
Pattern classification with class probability output network
IEEE Transactions on Neural Networks
Machine learning support for kidney transplantation decision making
ISB '10 Proceedings of the International Symposium on Biocomputing
Desktop applications for Mongolian blind people using CR engine and TTS synthesiser for Mongolian
Telehealth/AT '08 Proceedings of the IASTED International Conference on Telehealth/Assistive Technologies
A GA-SVM feature selection model based on high performance computing techniques
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Multi-modal Semantic Place Classification
International Journal of Robotics Research
Gait identification using cumulants of accelerometer data
SENSIG'09/VIS'09/MATERIALS'09 Proceedings of the 2nd WSEAS International Conference on Sensors, and Signals and Visualization, Imaging and Simulation and Materials Science
Improving hand-based verification through online finger template update based on fused confidences
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Tracking a moving hypothesis for visual data with explicit switch detection
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Support vector machines of interval-based features for time series classification
Knowledge-Based Systems
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
Optimized fixed-size kernel models for large data sets
Computational Statistics & Data Analysis
TSVR: An efficient Twin Support Vector Machine for regression
Neural Networks
Reducing samples for accelerating multikernel semiparametric support vector regression
Expert Systems with Applications: An International Journal
Robust truncated support vector regression
Expert Systems with Applications: An International Journal
Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training
The Journal of Machine Learning Research
Bounded Kernel-Based Online Learning
The Journal of Machine Learning Research
Image Denoising with Kernels Based on Natural Image Relations
The Journal of Machine Learning Research
Using locally weighted learning to improve SMOreg for regression
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Study of the SMO algorithm applied in power system load forecasting
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A fast parallel optimization for training support vector machine
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Coevolutionary feature learning for object recognition
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Multilevel relevance judgment, loss function, and performance measure in image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Fast pattern selection for support vector classifiers
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Coevolution and linear genetic programming for visual learning
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Selecting a reduced set for building sparse support vector regression in the primal
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Simultaneous tuning of hyperparameter and parameter for support vector machines
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
Alignment of sewerage inspection videos for their easier indexing
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Transformations of symbolic data for continuous data oriented models
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
SVMs for automatic speech recognition: a survey
Progress in nonlinear speech processing
An EA multi-model selection for SVM multiclass schemes
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Gaps in support vector optimization
COLT'07 Proceedings of the 20th annual conference on Learning theory
Generalized SMO-style decomposition algorithms
COLT'07 Proceedings of the 20th annual conference on Learning theory
A new multi-class support vector machine with multi-sphere in the feature space
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Enhancing just-in-time e-learning through machine learning on desktop context sensors
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes
IEEE Transactions on Signal Processing
Mixing evaluation methods for assessing the utility of an interactive InfoVis technique
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction design and usability
On measuring the quality of Wikipedia articles
Proceedings of the 4th workshop on Information credibility
Sentence-level event classification in unstructured texts
Information Retrieval
e-mail authorship verification for forensic investigation
Proceedings of the 2010 ACM Symposium on Applied Computing
Discriminative temporal smoothing for activity recognition from wearable sensors
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Evolutionary feature and parameter selection in support vector regression
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Weighted instance-based learning using representative intervals
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Automatic evaluation of pathologic speech - from research to routine clinical use
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Accelerating kernel perceptron learning
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Stop wasting time: on predicting the success or failure of learning for industrial applications
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
An ontology-driven annotation of data tables
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Multiple label text categorization on a hierarchical thesaurus
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
A novel SVM-based method for moving video objects recognition
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Successive overrelaxation for support vector regression
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
A parallel classification and feature reduction method for biomedical applications
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
SubClass: classification of multidimensional noisy data using subspace clusters
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Exploiting propositionalization based on random relational rules for semi-supervised learning
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Bootstrap based pattern selection for support vector regression
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
People re-identification by spectral classification of silhouettes
Signal Processing
Full border identification for reduction of training sets
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Hierarchical clustering support vector machines for classifying type-2 diabetes patients
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Linear support vector machine based on variational inequality
ICNC'09 Proceedings of the 5th international conference on Natural computation
A new model of multi-class support vector machine with parameter υ
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Discriminant analysis via support vectors
Neurocomputing
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Sequential greedy localization in wireless sensor networks with inaccurate anchor positions
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Presenting proofs with adapted granularity
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Dual-population based coevolutionary algorithm for designing RBFNN with feature selection
Expert Systems with Applications: An International Journal
Pattern Recognition Letters
Single-class support vector machine for an out-of-vocabulary rejection of isolated words
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Nonlinear non-negative component analysis algorithms
IEEE Transactions on Image Processing
Distributed wireless sensor network localization via sequential greedy optimization algorithm
IEEE Transactions on Signal Processing
An effective method of pruning support vector machine classifiers
IEEE Transactions on Neural Networks
An improved algorithm for the solution of the regularization path of support vector machine
IEEE Transactions on Neural Networks
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
An online core vector machine with adaptive MEB adjustment
Pattern Recognition
Coresets, sparse greedy approximation, and the Frank-Wolfe algorithm
ACM Transactions on Algorithms (TALG)
Sparse approximation through boosting for learning large scale kernel machines
IEEE Transactions on Neural Networks
Charge state determination of peptide tandem mass spectra using support vector machine (SVM)
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
On the use of genetic programming for the prediction of survival in cancer
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Figure classification in biomedical literature to elucidate disease mechanisms, based on pathways
Artificial Intelligence in Medicine
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms
Information Sciences: an International Journal
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition
Expert Systems with Applications: An International Journal
Combine multi-valued attribute decomposition with multi-label learning
Expert Systems with Applications: An International Journal
A Study of Hierarchical and Flat Classification of Proteins
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Fault tolerance in the framework of support vector machines based model predictive control
Engineering Applications of Artificial Intelligence
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
WSEAS Transactions on Signal Processing
A programmable parallel accelerator for learning and classification
Proceedings of the 19th international conference on Parallel architectures and compilation techniques
Employing multiple-kernel support vector machines for counterfeit banknote recognition
Applied Soft Computing
Learning Translation Invariant Kernels for Classification
The Journal of Machine Learning Research
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis
Computers in Biology and Medicine
Aggregating multiple classification results using fuzzy integration and stochastic feature selection
International Journal of Approximate Reasoning
Computational Optimization and Applications
Discriminative semi-supervised feature selection via manifold regularization
IEEE Transactions on Neural Networks
Multiple incremental decremental learning of support vector machines
IEEE Transactions on Neural Networks
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
Per-sample multiple kernel approach for visual concept learning
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
SVM-based supervised and unsupervised classification schemes
WSEAS Transactions on Computers
Cuisine: Classification using stylistic feature sets and-or name-based feature sets
Journal of the American Society for Information Science and Technology
A semantic similarity approach to predicting Library of Congress subject headings for social tags
Journal of the American Society for Information Science and Technology
RankSVR: can preference data help regression?
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Estimating accuracy for text classification tasks on large unlabeled data
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Mining data with random forests: A survey and results of new tests
Pattern Recognition
Supervised reranking for web image search
Proceedings of the international conference on Multimedia
Probabilistic rough set approaches to ordinal classification with monotonicity constraints
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Fuzzy integral to speed up support vector machines training for pattern classification
International Journal of Knowledge-based and Intelligent Engineering Systems
A multiple-kernel support vector regression approach for stock market price forecasting
Expert Systems with Applications: An International Journal
Multikernel semiparametric linear programming support vector regression
Expert Systems with Applications: An International Journal
Predicting protein-protein interactions with k-nearest neighbors classification algorithm
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
On-line handwriting recognition with parallelized machine learning algorithms
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Convergence of a new decomposition algorithm for support vector machines
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Recognizing the intended message of line graphs
Diagrams'10 Proceedings of the 6th international conference on Diagrammatic representation and inference
Towards effective recommendation of social data across social networking sites
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
BI'10 Proceedings of the 2010 international conference on Brain informatics
Enhancing content-based image retrieval using machine learning techniques
AMT'10 Proceedings of the 6th international conference on Active media technology
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Training support vector data descriptors using converging linear particle swarm optimization
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Clustering-based geometric support vector machines
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
Improving phone duration modelling using support vector regression fusion
Speech Communication
A novel technique for subpixel image classification based on support vector machine
IEEE Transactions on Image Processing
Behavior-constrained support vector machines for fMRI data analysis
IEEE Transactions on Neural Networks
Erythemato-squamous diseases diagnosis by support vector machines and RBF NN
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Using an iterative linear solver in an interior-point method for generating support vector machines
Computational Optimization and Applications
Sequential covering rule induction algorithm for variable consistency rough set approaches
Information Sciences: an International Journal
Hierarchical multiple sensor fusion using structurally learned Bayesian network
WH '10 Wireless Health 2010
Computers and Electronics in Agriculture
An optimization model of the portfolio adjusting problem with fuzzy return and a SMO algorithm
Expert Systems with Applications: An International Journal
Efficient approximate Regularized Least Squares by Toeplitz matrix
Pattern Recognition Letters
Error tolerance based support vector machine for regression
Neurocomputing
Data mining for credit card fraud: A comparative study
Decision Support Systems
Robust iris verification based on local and global variations
EURASIP Journal on Advances in Signal Processing
Support vector machine approach for longitudinal dispersion coefficients in natural streams
Applied Soft Computing
An empirical study of classification algorithm evaluation for financial risk prediction
Applied Soft Computing
Citation-based journal ranks: The use of fuzzy measures
Fuzzy Sets and Systems
First and Second Order SMO Algorithms for LS-SVM Classifiers
Neural Processing Letters
Removing web spam links from search engine results
Journal in Computer Virology
Condensed vector machines: learning fast machine for large data
IEEE Transactions on Neural Networks
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Fast implementation of string-kernel-based support vector classifiers by GPU computing
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Machine Learning and Personalized Modeling for Diagnosis of Acute GvHD: an Integrated Approach
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Ordinal-class core vector machine
Journal of Computer Science and Technology
Learning query ambiguity models by using search logs
Journal of Computer Science and Technology
High dimensional image categorization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
A new algorithm for training SVMs using approximate minimal enclosing balls
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A sequential minimal optimization algorithm for the all-distances support vector machine
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Motion capture for a natural tree in the wind
MIG'10 Proceedings of the Third international conference on Motion in games
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Learning and knowledge-based sentiment analysis in movie review key excerpts
Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data
The Journal of Machine Learning Research
Tree Decomposition for Large-Scale SVM Problems
The Journal of Machine Learning Research
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Applications of graph theory to an English rhyming corpus
Computer Speech and Language
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Batch and online learning algorithms for nonconvex neyman-pearson classification
ACM Transactions on Intelligent Systems and Technology (TIST)
Characterizing structural relationships in scenes using graph kernels
ACM SIGGRAPH 2011 papers
Comparison of soft-computing techniques for classification of intrusion-detection
MMES'10 Proceedings of the 2010 international conference on Mathematical models for engineering science
On feature combination and multiple kernel learning for object tracking
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Artificial Intelligence in Medicine
Classification as clustering: A pareto cooperative-competitive gp approach
Evolutionary Computation
The analysis of a faster algorithm for support vector machine-based classification
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
Fuzzy-rough nearest neighbour classification
Transactions on rough sets XIII
SoftDoubleMinOver: a simple procedure for maximum margin classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Support vector machine for recognition of bio-products in gasoline
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Support vector regression based shear strength modelling of deep beams
Computers and Structures
RFCMAC: A novel reduced localized neuro-fuzzy system approach to knowledge extraction
Expert Systems with Applications: An International Journal
PolyA-iEP: A data mining method for the effective prediction of polyadenylation sites
Expert Systems with Applications: An International Journal
Incorporating a priori knowledge from detractor points into support vector classification
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Exploiting separability in large-scale linear support vector machine training
Computational Optimization and Applications
Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization
Neural Processing Letters
Analysing structure in complex networks using quality functions evolved by genetic programming
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Jointly learning to extract and compress
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Machine learning approach to model sport training
Computers in Human Behavior
A comparison of machine learning methods for the prediction of breast cancer
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Support vector machine approach to cardiac SPECT diagnosis
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Information Sciences: an International Journal
Using classifier-based nominal imputation to improve machine learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Abstractive summarization of line graphs from popular media
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
INFORMS Journal on Computing
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
lp-Norm Multiple Kernel Learning
The Journal of Machine Learning Research
A machine learning approach to relational noun mining in German
MWE '11 Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World
Early detection of potential experts in question answering communities
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
A novel heuristic for building reduced-set SVMs using the self-organizing map
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Fast support vector regression based on cut
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Accelerating kernel neural gas
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
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
Momentum acceleration of least-squares support vector machines
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
Hybridizing data stream mining and technical indicators in automated trading systems
MDAI'11 Proceedings of the 8th international conference on Modeling decisions for artificial intelligence
Classification of MHC I proteins according to their ligand-type specificity
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Identifying significant features in HIV sequence to predict patients' response to therapies
BSB'11 Proceedings of the 6th Brazilian conference on Advances in bioinformatics and computational biology
Improved working set selection for larank
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy
Journal of Intelligent Information Systems
SVM approach to classifying lesions in USG images with the use of the gabor decomposition
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Expert Systems with Applications: An International Journal
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
Predicting selective availability for instant messaging
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Feature selection for interpatient supervised heart beat classification
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Localization of the Lumbar discs using machine learning and exact probabilistic inference
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Supervised segmentation of fiber tracts
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Large scale personality classification of bloggers
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Information Sciences: an International Journal
Run-time malware detection based on positive selection
Journal in Computer Virology
Learning from search engine and human supervision for web image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Fast fractal stack: fractal analysis of computed tomography scans of the lung
MMAR '11 Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Information extraction for standardization of tourism products
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
An incremental subspace learning algorithm to categorize large scale text data
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
A weighting initialization strategy for weighted support vector machines
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Support vector machine classification based on fuzzy clustering for large data sets
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Exploring essential attributes for detecting MicroRNA precursors from background sequences
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
A novel data mining approach for the accurate prediction of translation initiation sites
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Recognition of SAR occluded targets using SVM
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Tokenising, stemming and stopword removal on anti-spam filtering domain
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Efficient spatial classification using decoupled conditional random fields
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Identifying historical period and ethnic origin of documents using stylistic feature sets
DS'06 Proceedings of the 9th international conference on Discovery Science
Efficient large scale linear programming support vector machines
ECML'06 Proceedings of the 17th European conference on Machine Learning
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Base vector selection for support vector machine
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
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
Informative MicroRNA expression patterns for cancer classification
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
RNBL-MN: a recursive naive bayes learner for sequence classification
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
ϵ-Tube based pattern selection for support vector machines
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Evaluating a rule evaluation support method based on objective rule evaluation indices
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Developing a rule evaluation support method based on objective indices
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Training support vector machines via SMO-type decomposition methods
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
A preliminary MML linear classifier using principal components for multiple classes
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Using bags of symbols for automatic indexing of graphical document image databases
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
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
Novel impostors detection in keystroke dynamics by support vector machine
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
SVM-Enabled voice activity detection
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Inductive discovery of laws using monotonic rules
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
Bearing fault prognosis based on health state probability estimation
Expert Systems with Applications: An International Journal
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
A novel multi-class support vector machine based on fuzzy theories
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Kernel-Based reinforcement learning
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Promoter prediction using physico-chemical properties of DNA
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
An efficient SVM-Based method to detect malicious attacks for web servers
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
An adaptive support vector machine learning algorithm for large classification problem
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Speech event detection using support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Support vector machine regression algorithm based on chunking incremental learning
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Document representations for classification of short web-page descriptions
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Predicting high-risk program modules by selecting the right software measurements
Software Quality Control
Rank-two update algorithms for the minimum volume enclosing ellipsoid problem
Computational Optimization and Applications
MaxMinOver regression: a simple incremental approach for support vector function approximation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Sampling of virtual examples to improve classification accuracy for nominal attribute data
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Evaluating learning models for a rule evaluation support method based on objective indices
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
A new algorithm for computing the minimal enclosing sphere in feature space
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Probabilistic based recursive model for face recognition
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Training support vector machines with multiple equality constraints
ECML'05 Proceedings of the 16th European conference on Machine Learning
Modeling and predicting quality in spoken human-computer interaction
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification
ACM Transactions on Architecture and Code Optimization (TACO)
Half-Against-Half multi-class support vector machines
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Ensemble learning with biased classifiers: the Triskel algorithm
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Ensemble of SVMs for incremental learning
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
On finding differences between faces
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Speaker identification using the VQ-Based discriminative kernels
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A new smooth support vector regression based on ε-insensitive logistic loss function
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A fast SMO training algorithm for support vector regression
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Training data selection for support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A modified SMO algorithm for SVM regression and its application in quality prediction of HP-LDPE
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A fast online SVM algorithm for variable-step CDMA power control
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
An adaptive network intrusion detection method based on PCA and support vector machines
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 hierarchical approach to mood classification in blogs
Natural Language Engineering
Training support vector machines using greedy stagewise algorithm
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Fast training of SVM via morphological clustering for color image segmentation
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Methods of decreasing the number of support vectors via k-mean clustering
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
A multilingual SVM-based question classification system
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
An investigation into applying support vector machines to pixel classification in image processing
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Multinomial naive bayes for text categorization revisited
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A comparison of text-categorization methods applied to n-gram frequency statistics
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
ACRI'06 Proceedings of the 7th international conference on Cellular Automata for Research and Industry
Dynamic fixed-point arithmetic design of embedded SVM-Based speaker identification system
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Inference system using softcomputing and mixed data applied in metabolic pathway datamining
International Journal of Data Mining and Bioinformatics
User preferences based software defect detection algorithms selection using MCDM
Information Sciences: an International Journal
Learning interpretable SVMs for biological sequence classification
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
Quadratic optimization fine tuning for the learning phase of SVM
ISSADS'05 Proceedings of the 5th international conference on Advanced Distributed Systems
Pattern classification via single spheres
DS'05 Proceedings of the 8th international conference on Discovery Science
The impact of system feedback on learners' affective and physiological states
ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I
Machine learning to design full-reference image quality assessment algorithm
Image Communication
A comparative performance study of feature selection methods for the anti-spam filtering domain
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Interactions between document representation and feature selection in text categorization
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
A novel sequential minimal optimization algorithm for support vector regression
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Support vector machine tree based on feature selection
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Comparative analysis of classification methods for protein interaction verification system
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Large margin classifiers and Random Forests for integrated biological prediction
International Journal of Bioinformatics Research and Applications
A scalable supervised algorithm for dimensionality reduction on streaming data
Information Sciences: an International Journal
A logical analysis of banks' financial strength ratings
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
A classification-based glioma diffusion model using MRI data
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
A new approach for finding an optimal solution and regularization by learning dynamic momentum
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
AIR: a semi-automatic system for archiving institutional repositories
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
On low-rank regularized least squares for scalable nonlinear classification
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A fast data preprocessing procedure for support vector regression
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
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
A fast SVM training algorithm based on a decision tree data filter
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Face authentication using one-class support vector machines
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Constructing the discriminative kernels using GMM for text-independent speaker identification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Expert Systems with Applications: An International Journal
VCCM mining: mining virtual community core members based on gene expression programming
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Efficient binary tree multiclass SVM using genetic algorithms for vowels recognition
CIMMACS'11/ISP'11 Proceedings of the 10th WSEAS international conference on Computational Intelligence, Man-Machine Systems and Cybernetics, and proceedings of the 10th WSEAS international conference on Information Security and Privacy
Structured Learning and Prediction in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Improving bagging performance through multi-algorithm ensembles
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Multi kernel learning with online-batch optimization
The Journal of Machine Learning Research
Journal of Mathematical Imaging and Vision
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Online independent reduced least squares support vector regression
Information Sciences: an International Journal
On the creation of visual models for keywords through crowdsourcing
ACA'12 Proceedings of the 11th international conference on Applications of Electrical and Computer Engineering
Sparse multikernel support vector regression machines trained by active learning
Expert Systems with Applications: An International Journal
Recurrent sparse support vector regression machines trained by active learning in the time-domain
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Evolutionary data selection for enhancing models of intraday forex time series
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Artificial neural networks applied to cancer detection in a breast screening programme
Mathematical and Computer Modelling: An International Journal
Ball ranking machines for content-based multimedia retrieval
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Expert Systems with Applications: An International Journal
Speaker recognition from encrypted VoIP communications
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Evaluating sentiment in financial news articles
Decision Support Systems
Inverse matrix-free incremental proximal support vector machine
Decision Support Systems
An efficient method for learning nonlinear ranking SVM functions
Information Sciences: an International Journal
Automated, highly-accurate, bug assignment using machine learning and tossing graphs
Journal of Systems and Software
Computer Methods and Programs in Biomedicine
Linear support vector machines via dual cached loops
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Hierarchical linear support vector machine
Pattern Recognition
Hope and fear for discriminative training of statistical translation models
The Journal of Machine Learning Research
Inhibition in multiclass classification
Neural Computation
Proceedings of the Third Symposium on Information and Communication Technology
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Content independent metadata production as a machine learning problem
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
CAV'12 Proceedings of the 24th international conference on Computer Aided Verification
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Detecting implicit expressions of emotion in text: A comparative analysis
Decision Support Systems
Macro learning in planning as parameter configuration
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Fast opposite maps: an iterative SOM-Based method for building reduced-set SVMs
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Review: Supervised classification and mathematical optimization
Computers and Operations Research
International Journal of Data Mining and Bioinformatics
Aspectual type and temporal relation classification
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Behind the article: recognizing dialog acts in Wikipedia talk pages
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Speaker state recognition using an HMM-based feature extraction method
Computer Speech and Language
Re-examining machine translation metrics for paraphrase identification
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Training support vector machine through redundant data reduction
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Constructing and utilizing wordnets using statistical methods
Language Resources and Evaluation
Mining control flow graph as API call-grams to detect portable executable malware
Proceedings of the Fifth International Conference on Security of Information and Networks
Estimation of the click volume by large scale regression analysis
CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications
DCU-symantec submission for the WMT 2012 quality estimation task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Detecting RNA sequences using two-stage SVM classifier
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Computing geographical serving area based on search logs and website categorization
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Granular support vector machine based on mixed measure
Neurocomputing
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH)
Multi-channel shape-flow kernel descriptors for robust video event detection and retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Effects of data set features on the performances of classification algorithms
Expert Systems with Applications: An International Journal
Learning sparse kernel classifiers in the primal
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Online Multiple Kernel Classification
Machine Learning
High performance query expansion using adaptive co-training
Information Processing and Management: an International Journal
Fuzzy-rough feature selection aided support vector machines for Mars image classification
Computer Vision and Image Understanding
Individuality in communicative bodily behaviours
COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
Cross-layer detection of malicious websites
Proceedings of the third ACM conference on Data and application security and privacy
Hyperdisk based large margin classifier
Pattern Recognition
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach
Data & Knowledge Engineering
Towards domain independent why text segment classification based on bag of function words
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
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
Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses
International Journal of Intelligent Information Technologies
Combining Supervised Learning Techniques to Key-Phrase Extraction for Biomedical Full-Text
International Journal of Intelligent Information Technologies
An efficient classification approach for large-scale mobile ubiquitous computing
Information Sciences: an International Journal
An efficient multiple-kernel learning for pattern classification
Expert Systems with Applications: An International Journal
SocConnect: A personalized social network aggregator and recommender
Information Processing and Management: an International Journal
Assessing the classification of liver focal lesions by using multi-phase computer tomography scans
MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Classification of brain-computer interface data
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
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
Automatic algorithm selection for the quadratic assignment problem using fitness landscape analysis
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
Implicit fitness sharing for evolutionary synthesis of license plate detectors
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Human action recognition from multi-sensor stream data by genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Dimensionality reduction-based spoken emotion recognition
Multimedia Tools and Applications
Learning nonlinear hybrid systems: from sparse optimization to support vector regression
Proceedings of the 16th international conference on Hybrid systems: computation and control
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
Using micro-documents for feature selection: The case of ordinal text classification
Expert Systems with Applications: An International Journal
Proceedings of the 15th annual conference on Genetic and evolutionary computation
S-Race: a multi-objective racing algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Exploring generative models of tripartite graphs for recommendation in social media
Proceedings of the 4th International Workshop on Modeling Social Media
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Model selection based product kernel learning for regression on graphs
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Document categorization based on minimum loss of reconstruction information
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Efficient discriminative learning of class hierarchy for many class prediction
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Information Sciences: an International Journal
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Fast pruning superfluous support vectors in SVMs
Pattern Recognition Letters
On-line Support Vector Regression of the transition model for the Kalman filter
Image and Vision Computing
VLSI design of an SVM learning core on sequential minimal optimization algorithm
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Behavioural detection with API call-grams to identify malicious PE files
Proceedings of the First International Conference on Security of Internet of Things
Supervised polarity classification of Spanish tweets based on linguistic knowledge
Proceedings of the 2013 ACM symposium on Document engineering
Stochastic dual coordinate ascent methods for regularized loss
The Journal of Machine Learning Research
JKernelMachines: a simple framework for kernel machine
The Journal of Machine Learning Research
Pairwise support vector machines and their application to large scale problems
The Journal of Machine Learning Research
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
Follow the green: growth and dynamics in twitter follower markets
Proceedings of the 2013 conference on Internet measurement conference
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures
International Journal of Distance Education Technologies
Regularized vector field learning with sparse approximation for mismatch removal
Pattern Recognition
Legal documents categorization by compression
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Predicting students' final performance from participation in on-line discussion forums
Computers & Education
A fast algorithm for kernel 1-norm support vector machines
Knowledge-Based Systems
The relationship between stress and conflict handling style in an ODR environment
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
Can statistical tests be used for feature selection in diachronic text classification?
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
First progresses in evaluation of resonance in staff selection through speech emotion recognition
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
You are how you click: clickstream analysis for Sybil detection
SEC'13 Proceedings of the 22nd USENIX conference on Security
Symbolic optimization with SMT solvers
Proceedings of the 41st ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages
Journal of Biomedical Imaging
Quadratic optimization fine tuning for the Support Vector Machines learning phase
Expert Systems with Applications: An International Journal
E2LSH based multiple kernel approach for object detection
Neurocomputing
Efficient sparse least squares support vector machines for pattern classification
Computers & Mathematics with Applications
Computer-Aided Design
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
Computational Biology and Chemistry
Facial expression recognition in dynamic sequences: An integrated approach
Pattern Recognition
Depth-based complexity traces of graphs
Pattern Recognition
Support vector description of clusters for content-based image annotation
Pattern Recognition
Active selection of clustering constraints: a sequential approach
Pattern Recognition
Impact of TGF-b on breast cancer from a quantitative proteomic analysis
Computers in Biology and Medicine
Domains of competence of the semi-naive Bayesian network classifiers
Information Sciences: an International Journal
RankCNN: When learning to rank encounters the pseudo preference feedback
Computer Standards & Interfaces
Convex and scalable weakly labeled SVMs
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Engineering Applications of Artificial Intelligence
Co-trained generative and discriminative trackers with cascade particle filter
Computer Vision and Image Understanding
A boosted SVM based ensemble classifier for sentiment analysis of online reviews
ACM SIGAPP Applied Computing Review
Computers in Biology and Medicine
Multi-level clustering support vector machine trees for improved protein local structure prediction
International Journal of Data Mining and Bioinformatics
Feature selection for ordinal text classification
Neural Computation
Online learning algorithm of kernel-based ternary classifiers using support vectors
Optical Memory and Neural Networks
Computational Optimization and Applications
Least squares twin parametric-margin support vector machine for classification
Applied Intelligence
Journal of Ambient Intelligence and Smart Environments
Fast classification for large data sets via random selection clustering and Support Vector Machines
Intelligent Data Analysis
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