The WEKA data mining software: an update

Authors:
Mark Hall;Eibe Frank;Geoffrey Holmes;Bernhard Pfahringer;Peter Reutemann;Ian H. Witten
Affiliations:
Pentaho Corporation, Orlando, FL;University of Waikato, Hamilton, New Zealand;University of Waikato, Hamilton, New Zealand;University of Waikato, Hamilton, New Zealand;University of Waikato, Hamilton, New Zealand;University of Waikato, Hamilton, New Zealand
Venue:
ACM SIGKDD Explorations Newsletter
Year:
2009

Citing 21
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Preference-based policy iteration: leveraging preference learning for reinforcement learning

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Learning monotone nonlinear models using the choquet integral

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
An efficient language-independent method to extract content from news webpages

Proceedings of the 11th ACM symposium on Document engineering
Region of interest queries in CT scans

SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
Genetic algorithm for finding cluster hierarchies

DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Exploring gender differences in member profiles of an online dating site across 35 countries

MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
Bayesian networks to predict data mining algorithm behavior in ubiquitous computing environments

MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
A hybrid model to favor the selection of high quality features in high dimensional domains

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Multiobjective optimization of indexes obtained by clustering for feature selection methods evaluation in genes expression microarrays

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Generalization and optimization of feature set for accurate identification of P2P Traffic in the internet using neural network

WSEAS TRANSACTIONS on COMMUNICATIONS
Finding patterns in behavioral observations by automatically labeling forms of wikiwork in Barnstars

Proceedings of the 7th International Symposium on Wikis and Open Collaboration
Autonomous link spam detection in purely collaborative environments

Proceedings of the 7th International Symposium on Wikis and Open Collaboration
ActiveSLA: a profit-oriented admission control framework for database-as-a-service providers

Proceedings of the 2nd ACM Symposium on Cloud Computing
Automatic gazetteer generation from wikipedia

NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
Analysis of inconsistencies in cross-lingual automatic ToBI tonal accent labeling

TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Reliable detection of important word boundaries using prosodic features

TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
GRASP forest: a new ensemble method for trees

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Ensembles of decision trees for imbalanced data

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Classification by cluster analysis: a new meta-learning based approach

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Clustering and classification techniques for blind predictions of reservoir facies

AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Exercise support system for elderly: multi-sensor physiological state detection and usability testing

INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Automatic facial expression recognition using statistical-like moments

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Supervised learning based stereo matching using neural tree

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

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
A situation-aware computational trust model for selecting partners

Transactions on computational collective intelligence V
Measuring language development in early childhood education: a case study of grammar checking in child language transcripts

IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Non-scorable response detection for automated speaking proficiency assessment

IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Non-English response detection method for automated proficiency scoring system

IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
The memory effect and its implications on web QoE modeling

Proceedings of the 23rd International Teletraffic Congress
Modeling of crowdsourcing platforms and granularity of work organization in future internet

Proceedings of the 23rd International Teletraffic Congress
Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit

Proceedings of the fifth ACM conference on Recommender systems
Non-destructive detection of hollow heart in potatoes using hyperspectral imaging

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Model-based chart image classification

ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Tree structured model of skin lesion growth pattern via color based cluster analysis

MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
SURF: detecting and measuring search poisoning

Proceedings of the 18th ACM conference on Computer and communications security
Instrumenting the crowd: using implicit behavioral measures to predict task performance

Proceedings of the 24th annual ACM symposium on User interface software and technology
TapSense: enhancing finger interaction on touch surfaces

Proceedings of the 24th annual ACM symposium on User interface software and technology
Word clouds for efficient document labeling

DS'11 Proceedings of the 14th international conference on Discovery science
Learning dynamic adaptation strategies in agent-based traffic simulation experiments

MATES'11 Proceedings of the 9th German conference on Multiagent system technologies
Prediction of age, sentiment, and connectivity from social media text

WISE'11 Proceedings of the 12th international conference on Web information system engineering
Summarizing frequent itemsets via pignistic transformation

EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
[KD3] A workflow-based application for exploration of biomedical data sets

Transactions on large-scale data- and knowledge-centered systems IV
Two stage architecture for multi-label learning

Pattern Recognition
Principles and Properties of a MAS Learning Algorithm: A Comparison with Standard Learning Algorithms Applied to Implicit Feedback Assessment

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Meta Learning in Multi-agent Systems for Data Mining

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Investigating acoustic cues in automatic detection of learners' emotion from auto tutor

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Modeling latent discriminative dynamic of multi-dimensional affective signals

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
AVEC 2011-the first international audio/visual emotion challenge

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

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate

Proceedings of the 20th ACM international conference on Information and knowledge management
Focusing on novelty: a crawling strategy to build diverse language models

Proceedings of the 20th ACM international conference on Information and knowledge management
Facilitating pattern discovery for relation extraction with semantic-signature-based clustering

Proceedings of the 20th ACM international conference on Information and knowledge management
Generating links to background knowledge: a case study using narrative radiology reports

Proceedings of the 20th ACM international conference on Information and knowledge management
Structured data classification by means of matrix factorization

Proceedings of the 20th ACM international conference on Information and knowledge management
A taxonomy of local search: semi-supervised query classification driven by information needs

Proceedings of the 20th ACM international conference on Information and knowledge management
Learning-based entity resolution with MapReduce

Proceedings of the third international workshop on Cloud data management
Intelligent Green IT Management for Enterprises through System Profiling

GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
Airshark: detecting non-WiFi RF devices using commodity WiFi hardware

Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Planning for mechatronics systems-Architecture, methods and case study

Engineering Applications of Artificial Intelligence
Using decision trees for generating adaptive SPIT signatures

Proceedings of the 4th international conference on Security of information and networks
Making virtual conversational agent aware of the addressee of users' utterances in multi-user conversation using nonverbal information

ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Quality of experience evaluation of voice communication systems using affect-based approach

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Modeling multimedia contents through probabilistic feature signatures

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Learning to produce 3D media from a captured 2D video

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Reading between the tags to predict real-world size-class for visually depicted objects in images

MM '11 Proceedings of the 19th ACM international conference on Multimedia
Towards the improvement of textual anatomy image classification using image local features

MMAR '11 Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval
Instance-based 'one-to-some' assignment of similarity measures to attributes

OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
Online evaluation of email streaming classifiers using GNUsmail

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Cross-lingual English Spanish tonal accent labeling using decision trees and neural networks

NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Using model trees and their ensembles for imbalanced data

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A summary on the study of the medium-term forecasting of the extra-virgen olive oil price

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Wrapper- and ensemble-based feature subset selection methods for biomarker discovery in targeted metabolomics

PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Using Kendall-τ meta-bagging to improve protein-protein docking predictions

PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A clustering-based visualization of colocation patterns

Proceedings of the 15th Symposium on International Database Engineering & Applications
Learning feature-projection based classifiers

Expert Systems with Applications: An International Journal
SAWSDL-iMatcher: A customizable and effective Semantic Web Service matchmaker

Web Semantics: Science, Services and Agents on the World Wide Web
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering

Journal of Biomedical Informatics
Modeling data mining processes in computational multi-agent systems

Proceedings of the International Conference on Management of Emergent Digital EcoSystems
On predictive modeling for optimizing transaction execution in parallel OLTP systems

Proceedings of the VLDB Endowment
Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning

GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
Detecting Credential Abuse in the Grid Using Bayesian Networks

GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
Classification of dermatological ulcers based on tissue composition and color texture features

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Sentence filtering for BioNLP: searching for renaming acts

BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
Double layered learning for biological event extraction from text

BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
From English pitch accent detection to Mandarin stress detection, where is the difference?

Computer Speech and Language
Short Communication: Integration of General Bayesian Network and ubiquitous decision support to provide context prediction capability

Expert Systems with Applications: An International Journal
An algorithm designed for improving diagnostic efficiency by setting multi-cutoff values of multiple tumor markers

Expert Systems with Applications: An International Journal
Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease

Computers in Biology and Medicine
RAGE - A rapid graphlet enumerator for large networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
A comparative evaluation of an ontological medical decision support system (OMeD) for critical environments

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Clinical decision support for integrated cyber-physical systems: a mixed methods approach

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Antilope—A Lagrangian Relaxation Approach to the de novo Peptide Sequencing Problem

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Learning entailment relations by global graph structure optimization

Computational Linguistics
What's in a hashtag?: content based prediction of the spread of ideas in microblogging communities

Proceedings of the fifth ACM international conference on Web search and data mining
On the dataset shift problem in software engineering prediction models

Empirical Software Engineering
Social feature-based enterprise email classification without examining email contents

Journal of Network and Computer Applications
Multilingual annotation and disambiguation of discourse connectives for machine translation

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Comparing triggering policies for social behaviors

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Improving pronominal and deictic co-reference resolution with multi-modal features

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Exploring lexicalized features for coreference resolution

CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Rule and tree ensembles for unrestricted coreference resolution

CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Novel ensemble methods for regression via classification problems

Expert Systems with Applications: An International Journal
Using fuzzy logic for robust event detection in wireless sensor networks

Ad Hoc Networks
Supervised machine learning for summarizing legal documents

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Automatic discovery of network applications: a hybrid approach

AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
A weakly-supervised approach to argumentative zoning of scientific documents

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semantic topic models: combining word distributional statistics and dictionary definitions

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Multiword expression identification with tree substitution grammars: a parsing tour de force with French

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Classifying sentences as speech acts in message board posts

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Identification of multi-word expressions by combining multiple linguistic information sources

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

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Tuning as ranking

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Discovering relations between noun categories

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Mixture of logistic models and an ensemble approach for protein-protein interaction extraction

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
A machine learning based approach to improve sidechain optimization

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Towards the discovery of reliable biomarkers from gene-expression profiles: an iterative constraint satisfaction learning approach

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Label dependent evolutionary feature weighting for remote sensing data

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
A SVM and k-NN restricted stacking to improve land use and land cover classification

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
DejaVu: accelerating resource allocation in virtualized environments

ASPLOS XVII Proceedings of the seventeenth international conference on Architectural Support for Programming Languages and Operating Systems
Computing the Principal Local Binary Patterns for face recognition using data mining tools

Expert Systems with Applications: An International Journal
Using problem-solving context to assess help quality in computer-mediated peer tutoring

ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I
Bayesian network analysis of computer science grade distributions

Proceedings of the 43rd ACM technical symposium on Computer Science Education
Automated quality control for mobile data collection

Proceedings of the 2nd ACM Symposium on Computing for Development
Prostate cancer grading: Gland segmentation and structural features

Pattern Recognition Letters
VisTree: generic decision tree inducer and visualizer

DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems

ACM Transactions on Computer Systems (TOCS)
Dynamic Landmarking for Surface Feature Identification and Change Detection

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

ACM Transactions on Intelligent Systems and Technology (TIST)
Evaluation methods and strategies for the interactive use of classifiers

International Journal of Human-Computer Studies
A logical analysis of banks' financial strength ratings

Expert Systems with Applications: An International Journal
Machine learning for improved pathological staging of prostate cancer: A performance comparison on a range of classifiers

Artificial Intelligence in Medicine
Identification of translationese: a machine learning approach

CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Computer-Based methods for a socially sustainable urban and regional planning - CoMStaR

ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part I
Pathway-based microarray analysis with negatively correlated feature sets for disease classification

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
On leveraging stochastic models for remote attestation

INTRUST'10 Proceedings of the Second international conference on Trusted Systems
Evaluating probabilistic models learned from data

MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Instance selection in text classification using the silhouette coefficient measure

MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Friendship prediction and homophily in social media

ACM Transactions on the Web (TWEB)
Exploring Question Selection Bias to Identify Experts and Potential Experts in Community Question Answering

ACM Transactions on Information Systems (TOIS)
Unsupervised and supervised learning in cascade for petroleum geology

Expert Systems with Applications: An International Journal
Exploring the behaviour of base classifiers in credit scoring ensembles

Expert Systems with Applications: An International Journal
Fuzzy ILP Classification of web reports after linguistic text mining

Information Processing and Management: an International Journal
A parallel method for computing rough set approximations

Information Sciences: an International Journal
Active and passive nearest neighbor algorithm: a newly-developed supervised classifier

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Correlating binding site residues of the protein and ligand features to its functionality

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Cross-lingual text classification with model translation and document translation

Proceedings of the 50th Annual Southeast Regional Conference
Identifying features to improve real time clustering and domain blacklisting

Proceedings of the 50th Annual Southeast Regional Conference
Local meta-models for ASM-MOMA

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
ClaimPerfect: an application case study of machine learning techniques towards a fraud management system for warranty claims processing

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
MARS: a muscle activity recognition system using inertial sensors

Proceedings of the 11th international conference on Information Processing in Sensor Networks
Local meta-models for ASM-MOMA

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Using GPS trajectories to create a dynamic network of significant locations as an abstraction of road maps

EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Applying heuristic approaches for predicting defect-prone software components

EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Spam filtering in twitter using sender-receiver relationship

RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection
The instance easiness of supervised learning for cluster validity

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Certainty upon empirical distributions

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Combining uncorrelated similarity measures for service discovery

RED'10 Proceedings of the Third international conference on Resource Discovery
Two approaches for generating size modifiers

ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Combining symbolic and corpus-based approaches for the generation of successful referring expressions

ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Using semantic roles to improve summaries

ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Mining photo-sharing websites to study ecological phenomena

Proceedings of the 21st international conference on World Wide Web
Learning from the past: answering new questions with past answers

Proceedings of the 21st international conference on World Wide Web
Outage detection via real-time social stream analysis: leveraging the power of online complaints

Proceedings of the 21st international conference companion on World Wide Web
Cyberbullying detection: a step toward a safer internet yard

Proceedings of the 21st international conference companion on World Wide Web
Automatic sub-event detection in emergency management using social media

Proceedings of the 21st international conference companion on World Wide Web
Analyzing and predicting question quality in community question answering services

Proceedings of the 21st international conference companion on World Wide Web
Melody, bass line, and harmony representations for music version identification

Proceedings of the 21st international conference companion on World Wide Web
ML-Flex: a flexible toolbox for performing classification analyses in parallel

The Journal of Machine Learning Research
Enhancing agent intelligence through evolving reservoir networks for predictions in power stock markets

ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Automatically measuring the quality of user generated content in forums

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Ensemble learning and pruning in multi-objective genetic programming for classification with unbalanced data

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Semi-random model tree ensembles: an effective and scalable regression method

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Bagging ensemble selection

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Fast mode decision algorithm for H.264/AVC-to-SVC transcoding with temporal scalability

MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Smart sensing system for human emotion and behaviour recognition

PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Topographic map object classification using real-value grammar classifier system

PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Investigation of broadcast-audio semantic analysis scenarios employing radio-programme-adaptive pattern classification

Speech Communication
Feature selection using structural similarity

Information Sciences: an International Journal
Towards decision support for a home care services platform

Proceedings of the 4th International Workshop on Web Intelligence & Communities
Message classification as a basis for studying command and control communications--an evaluation of machine learning approaches

Journal of Intelligent Information Systems
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection

Data Mining and Knowledge Discovery
Multi-objective shape optimization of transonic airfoil sections using swarm intelligence and surrogate models

Structural and Multidisciplinary Optimization
An associative memory approach to medical decision support systems

Computer Methods and Programs in Biomedicine
Comparing data mining classifiers for grading raisins based on visual features

Computers and Electronics in Agriculture
Touché: enhancing touch interaction on humans, screens, liquids, and everyday objects

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Humantenna: using the body as an antenna for real-time whole-body interaction

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Brainput: enhancing interactive systems with streaming fnirs brain input

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Protein surface characterization using an invariant descriptor

Journal of Biomedical Imaging - Special issue on Mathematical Methods for Images and Surfaces 2011
PISA: A framework for multiagent classification using argumentation

Data & Knowledge Engineering
An architecture for component-based design of representative-based clustering algorithms

Data & Knowledge Engineering
DarSens: a framework for distributed activity recognition from body-worn sensors

Proceedings of the Fifth International Conference on Body Area Networks
Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches

Expert Systems with Applications: An International Journal
Two-level classifier ensembles for credit risk assessment

Expert Systems with Applications: An International Journal
De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Catching whales and minnows using WiFiNet: deconstructing non-WiFi interference using WiFi hardware

NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation
A further analysis on the use of Genetic Algorithm to configure Support Vector Machines for inter-release fault prediction

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

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Improving algorithm search using the algorithm co-citation network

Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Evolutionary design of decision trees for medical application

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
An evaluation of classification models for question topic categorization

Journal of the American Society for Information Science and Technology
A fast subspace text categorization method using parallel classifiers

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Automatically generated noun lexicons for event extraction

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Detecting players personality behavior with any effort of concealment

CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
An extensive experimental comparison of methods for multi-label learning

Pattern Recognition
Hidden markov model-based time series prediction using motifs for detecting inter-time-serial correlations

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Maximum Common Subgraph based locally weighted regression

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Boosting design space explorations with existing or automatically learned knowledge

MMB'12/DFT'12 Proceedings of the 16th international GI/ITG conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance
Hybrid multi-objective machine learning classification in liver transplantation

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Hybrid decision tree architecture utilizing local SVMs for multi-label classification

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Ensemble pruning using harmony search

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Artificial neural network ensemble approach for creating a negotiation model with ethical artificial agents

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Knowing: a generic data analysis application

Proceedings of the 15th International Conference on Extending Database Technology
Representation models for text classification: a comparative analysis over three web document types

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Unsupervised generation of data mining features from linked open data

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Distributed distance matrix generator based on agents

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Classification of users by using support vector machines

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A study of the single point mutation loci in the hepatitis b virus sequences via optimal risk and preventive sets with weights

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Adaptive time-to-live strategies for query result caching in web search engines

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Predicting IMDB movie ratings using social media

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
How many makes a crowd? on the evolution of learning as a factor of community coverage

SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
AnyOut: anytime outlier detection on streaming data

DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Evolving a library of artistic scene descriptors

EvoMUSART'12 Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
Evolutionary reaction systems

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Inferring disease-related metabolite dependencies with a bayesian optimization algorithm

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Feature selection for lung cancer detection using SVM based recursive feature elimination method

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
A NSGA-II algorithm for the residue-residue contact prediction

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Evolutionary data selection for enhancing models of intraday forex time series

EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
reCORE --- a coevolutionary algorithm for rule extraction

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Data mining in the process of localization and classification of subcorticals structures

Proceedings of the 6th Euro American Conference on Telematics and Information Systems
Sketched symbol recognition with auto-completion

Pattern Recognition
Open information extraction: the second generation

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Learning to identify review spam

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Automatic construction of efficient multiple battery usage policies

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Scalable regression tree learning on Hadoop using OpenPlanet

Proceedings of third international workshop on MapReduce and its Applications Date
Predicting triplet of transcription factor - mediating enzyme - target gene by functional profiles

Neurocomputing
Triangulating the personal creative experience: self-report, external judgments, and physiology

Proceedings of Graphics Interface 2012
An empirical study on mobile phone usage

BCS-HCI '11 Proceedings of the 25th BCS Conference on Human-Computer Interaction
A methodology for the development of novel VANET safety applications

Proceedings of the ninth ACM international workshop on Vehicular inter-networking, systems, and applications
Separating Performance Anomalies from Workload-Explained Failures in Streaming Servers

CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
UX_Mate: from facial expressions to UX evaluation

Proceedings of the Designing Interactive Systems Conference
#nowplaying Madonna: a large-scale evaluation on estimating similarities between music artists and between movies from microblogs

Information Retrieval
Validating cluster structures in data mining tasks

Proceedings of the 2012 Joint EDBT/ICDT Workshops
Identifying helpful reviews based on customer's mentions about experiences

Expert Systems with Applications: An International Journal
Evaluating visual aesthetics in photographic portraiture

CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Exploring boundaries: optimising individual class boundaries for binary classification problem

Proceedings of the 14th annual conference on Genetic and evolutionary computation
Using Pig as a data preparation language for large-scale mining software repositories studies: An experience report

Journal of Systems and Software
Mining academic data to improve college student retention: an open source perspective

Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
XCSF for prediction on emotion induced by image based on dimensional theory of emotion

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
A surrogate-assisted and informed linkage aware GA

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Full model selection in the space of data mining operators

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Development of a data mining-based analysis framework for multi-attribute construction project information

Advanced Engineering Informatics
Combining relevancy and methodological quality into a single ranking for evidence-based medicine

Information Sciences: an International Journal
Privacy and utility for defect prediction: experiments with MORPH

Proceedings of the 34th International Conference on Software Engineering
Automatic parameter recommendation for practical API usage

Proceedings of the 34th International Conference on Software Engineering
iTree: efficiently discovering high-coverage configurations using interaction trees

Proceedings of the 34th International Conference on Software Engineering
Five days of empirical software engineering: the PASED experience

Proceedings of the 34th International Conference on Software Engineering
Exploring techniques for rationale extraction from existing documents

Proceedings of the 34th International Conference on Software Engineering
Multi-agent based classification using argumentation from experience

Autonomous Agents and Multi-Agent Systems
A novel feature selection method based on normalized mutual information

Applied Intelligence
A simple methodology for soft cost-sensitive classification

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning in non-stationary environments with class imbalance

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-label hypothesis reuse

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Adversarial support vector machine learning

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
SRF: a framework for the study of classifier behavior under training set mislabeling noise

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Building decision trees for the multi-class imbalance problem

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A pruning-based approach for searching precise and generalized region for synthetic minority over-sampling

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Extending morphological covariance

Pattern Recognition
Multilabel classification with principal label space transformation

Neural Computation
Applying evolution strategies to preprocessing EEG signals for brain-computer interfaces

Information Sciences: an International Journal
A machine learning system for recognizing subclasses

Proceedings of the 3rd International Conference on Computing for Geospatial Research and Applications
Identifying complex semantic matches

ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Predicting student self-regulation strategies in game-based learning environments

ITS'12 Proceedings of the 11th international conference on Intelligent Tutoring Systems
Automatic evaluation of learner self-explanations and erroneous responses for dialogue-based ITSs

ITS'12 Proceedings of the 11th international conference on Intelligent Tutoring Systems
Predicting collective sentiment dynamics from time-series social media

Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Learning approach for domain-independent linked data instance matching

Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
An evaluation of machine learning in algorithm selection for search problems

AI Communications - The Symposium on Combinatorial Search
Intrusion detection under covariate shift using modified support vector machine and modified backpropagation

Proceedings of the Third Symposium on Information and Communication Technology
Parallel rough set based knowledge acquisition using MapReduce from big data

Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Cross-domain representation-learning framework with combination of class-separate and domain-merge objectives

Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
Detecting social spam campaigns on twitter

ACNS'12 Proceedings of the 10th international conference on Applied Cryptography and Network Security
Randomizing smartphone malware profiles against statistical mining techniques

DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
Reduced False Positives in PDZ Binding Prediction Using Sequence and Structural Descriptors

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
BINER: BINary search based efficient regression

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Selecting classification algorithms with active testing

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
How many trees in a random forest?

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Proximity-graph instance-based learning, support vector machines, and high dimensionality: an empirical comparison

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
Use fewer instances of the letter "i": toward writing style anonymization

PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Scientific table type classification in digital library

Proceedings of the 2012 ACM symposium on Document engineering
A first approach for the contactless acquisition and automated detection of toolmarks on pins of locking cylinders using 3D confocal microscopy

Proceedings of the on Multimedia and security
Forensic ballistic analysis using a 3D sensor device

Proceedings of the on Multimedia and security
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Evaluation of the importance of data pre-processing order when combining feature selection and data sampling

International Journal of Business Intelligence and Data Mining
Supporting children's web search in school environments

Proceedings of the 4th Information Interaction in Context Symposium
Application of classification algorithms on IDDM rat data

ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
The socialist network

Decision Support Systems
Can cross-company data improve performance in software effort estimation?

Proceedings of the 8th International Conference on Predictive Models in Software Engineering
FReSET: an evaluation framework for folksonomy-based recommender systems

Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
A space-based generic pattern for self-initiative load clustering agents

COORDINATION'12 Proceedings of the 14th international conference on Coordination Models and Languages
A non invasive, wearable sensor platform for multi-parametric remote monitoring in CHF patients

ICOST'12 Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and Management
Clustering based one-class classification for compliance verification of the comprehensive nuclear-test-ban treaty

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

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Evaluation of normalization techniques in text classification for portuguese

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Towards user modelling in the combat against cyberbullying

NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Feature selection for improved phishing detection

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Analysis and detection of web spam by means of web content

IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Hierarchical classification of web documents by stratified discriminant analysis

IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
A learning-to-rank algorithm for constructing defect prediction models

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Supervised growing neural gas

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Ensemble methods for prediction of parkinson disease

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Root attribute behavior within a random forest

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
HBF49 feature set: A first unified baseline for online symbol recognition

Pattern Recognition
genEnsemble: A new model for the combination of classifiers and integration of biological knowledge applied to genomic data

Expert Systems with Applications: An International Journal
Being SMART about failures: assessing repairs in SMART homes

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Online pose classification and walking speed estimation using handheld devices

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Augmenting gesture recognition with erlang-cox models to identify neurological disorders in premature babies

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Weights of evidence for intelligible smart environments

Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Discovery and evaluation of student's profiles with machine learning

Proceedings of the Fifth Balkan Conference in Informatics
Affective acoustic ecology: towards emotionally enhanced sound events

Proceedings of the 7th Audio Mostly Conference: A Conference on Interaction with Sound
Ensemble modeling of transport and dispersion simulations guided by machine learning hypotheses generation

Computers & Geosciences
RATA: codeless generation of gesture recognizers

BCS-HCI '12 Proceedings of the 26th Annual BCS Interaction Specialist Group Conference on People and Computers
Invariants of distance k-graphs for graph embedding

Pattern Recognition Letters
Sampling and classifying interference patterns in a wireless sensor network

ACM Transactions on Sensor Networks (TOSN)
Accessible skimming: faster screen reading of web pages

Proceedings of the 25th annual ACM symposium on User interface software and technology
Capacitive fingerprinting: exploring user differentiation by sensing electrical properties of the human body

Proceedings of the 25th annual ACM symposium on User interface software and technology
PICL: portable in-circuit learner

Proceedings of the 25th annual ACM symposium on User interface software and technology
Extracting epidemiologic exposure and outcome terms from literature using machine learning approaches

International Journal of Data Mining and Bioinformatics
Belief surveillance with Twitter

Proceedings of the 3rd Annual ACM Web Science Conference
We love rock 'n' roll: analyzing and predicting friendship links in Last.fm

Proceedings of the 3rd Annual ACM Web Science Conference
User edits classification using document revision histories

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Uby: a large-scale unified lexical-semantic resource based on LMF

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
What's in a name?: entity type variation across two biomedical subdomains

EACL '12 Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Paralinguistics in speech and language-State-of-the-art and the challenge

Computer Speech and Language
Speaker state recognition using an HMM-based feature extraction method

Computer Speech and Language
Unsupervised topic detection model and its application in text categorization

Proceedings of the CUBE International Information Technology Conference
Association rule variation with respect to time

Proceedings of the CUBE International Information Technology Conference
Identifying spam e-mail based-on statistical header features and sender behavior

Proceedings of the CUBE International Information Technology Conference
Statistical traffic classification by boosting support vector machines

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

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

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Portable features for classifying emotional text

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

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Enhancing Tor's performance using real-time traffic classification

Proceedings of the 2012 ACM conference on Computer and communications security
Privacy preserving boosting in the cloud with secure half-space queries

Proceedings of the 2012 ACM conference on Computer and communications security
Learning to Recognize Textual Entailment in Japanese Texts with the Utilization of Machine Translation

ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
Measuring media-based social interactions in online civicmobilization against corruption in Brazil

Proceedings of the 18th Brazilian symposium on Multimedia and the web
Fraud detection in web transactions

Proceedings of the 18th Brazilian symposium on Multimedia and the web
Network-based classification of recurrent endometrial cancers using high-throughput DNA methylation data

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Automatically enhancing locality for tree traversals with traversal splicing

Proceedings of the ACM international conference on Object oriented programming systems languages and applications
Effective Diagnosis of Coronary Artery Disease Using The Rotation Forest Ensemble Method

Journal of Medical Systems
Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit

Journal of Signal Processing Systems
Unified extraction of health condition descriptions

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Sentence clustering via projection over term clusters

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
#Emotional tweets

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
UKP: computing semantic textual similarity by combining multiple content similarity measures

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
UAlacant: using online machine translation for cross-lingual textual entailment

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
UNT: a supervised synergistic approach to semantic text similarity

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Soft cardinality + ML: learning adaptive similarity functions for cross-lingual textual entailment

SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Plan-based policies for efficient multiple battery load management

Journal of Artificial Intelligence Research
Natural language descriptions of visual scenes: corpus generation and analysis

EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Minimum cost attribute reduction in decision-theoretic rough set models

Information Sciences: an International Journal
On the evolutionary optimization of k-NN by label-dependent feature weighting

Pattern Recognition Letters
A clustering based algorithm for network intrusion detection

Proceedings of the Fifth International Conference on Security of Information and Networks
Collaborative annotation of dialogue acts: application of a new ISO standard to the switchboard corpus

HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
A survey on unsupervised outlier detection in high-dimensional numerical data

Statistical Analysis and Data Mining
Generating natural-language narratives from activity recognition with spurious classification pruning

Proceedings of the Third International Workshop on Sensing Applications on Mobile Phones
Bridging the unstructured and structured worlds: an adaptive self learning medical form generating system

Proceedings of the 2nd international workshop on Managing interoperability and compleXity in health systems
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Topic classification of blog posts using distant supervision

Proceedings of the Workshop on Semantic Analysis in Social Media
Inferring appropriate eligibility criteria in clinical trial protocols without labeled data

Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Predicting baby feeding method from unstructured electronic health record data

Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Re-tweeting from a linguistic perspective

LSM '12 Proceedings of the Second Workshop on Language in Social Media
Automatic grading of scientific inquiry

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Utilizing cumulative logit models and human computation on automated speech assessment

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Scoring spoken responses based on content accuracy

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
On improving the accuracy of readability classification using insights from second language acquisition

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
A naive Bayes classifier for automatic correction of preposition and determiner errors in ESL text

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
HOO 2012 shared task: UKP lab system description

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Coreference semantics from web features

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Semi-supervised dependency parsing using lexical affinities

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Extracting and modeling durations for habits and events from Twitter

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Learning and extraction of violin instrumental controls from audio signal

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Graph-based alignment of narratives for automated neurological assessment

BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Analyzing patient records to establish if and when a patient suffered from a medical condition

BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Grading the quality of medical evidence

BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Using natural language processing to identify pharmacokinetic drug-drug interactions described in drug package inserts

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

ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
Recognizing arguing subjectivity and argument tags

ExProM '12 Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics
Exploiting naive vs expert discourse annotations: an experiment using lexical cohesion to predict elaboration/entity-elaboration confusions

LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
Structured named entities in two distinct press corpora: contemporary broadcast news and old newspapers

LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
Predicting adherence to treatment for schizophrenia from dialogue transcripts

SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Improving sentence completion in dialogues with multi-modal features

SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Prior versus contextual emotion of a word in a sentence

WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
TerrorCat: a translation error categorization-based MT quality metric

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Quality estimation for machine translation output using linguistic analysis and decoding features

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Quality estimation: an experimental study using unsupervised similarity measures

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
DCU-symantec submission for the WMT 2012 quality estimation task

WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Improved decision tree induction: Prioritized Height Balanced tree with entropy to find hidden rules

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
When video search goes wrong: predicting query failure using search engine logs and visual search results

Proceedings of the 20th ACM international conference on Multimedia
Mining the execution history of a software system to infer the best time for its adaptation

Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Learning to rank for robust question answering

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

International Journal of Innovative Computing and Applications
Improving a dynamic ensemble selection method based on oracle information

International Journal of Innovative Computing and Applications
Role-explicit query identification and intent role annotation

Proceedings of the 21st ACM international conference on Information and knowledge management
Automated feature weighting in naive bayes for high-dimensional data classification

Proceedings of the 21st ACM international conference on Information and knowledge management
CoNet: feature generation for multi-view semi-supervised learning with partially observed views

Proceedings of the 21st ACM international conference on Information and knowledge management
Infobox suggestion for Wikipedia entities

Proceedings of the 21st ACM international conference on Information and knowledge management
A tool for automated evaluation of algorithms

Proceedings of the 21st ACM international conference on Information and knowledge management
Framework for stream learning algorithms

International Journal of Computational Intelligence Studies
HC-CART: A parallel system implementation of data mining classification and regression tree (CART) algorithm on a multi-FPGA system

ACM Transactions on Architecture and Code Optimization (TACO) - Special Issue on High-Performance Embedded Architectures and Compilers
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data

Information Sciences: an International Journal
A window of opportunity: Assessing behavioural scoring

Expert Systems with Applications: An International Journal
Classifying websites into non-topical categories

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Explaining subgroups through ontologies

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Predicting academic emotions based on brainwaves, mouse behaviour and personality profile

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
A hyper-heuristic classifier for one dimensional bin packing problems: improving classification accuracy by attribute evolution

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Evaluating segmentation error without ground truth

MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Smoothing categorical data

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
A communication-optimizing middleware for efficient wireless communication in rural environments

Proceedings of the 9th Middleware Doctoral Symposium of the 13th ACM/IFIP/USENIX International Middleware Conference
Learning policies for battery usage optimization in electric vehicles

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
A bayesian approach for classification rule mining in quantitative databases

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Automated query learning with Wikipedia and genetic programming

Artificial Intelligence
Designing a passive brain computer interface using real time classification of functional near-infrared spectroscopy

International Journal of Autonomous and Adaptive Communications Systems
Towards a semi-automatic personal digital diary: detecting daily activities from smartphone sensors

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Creating and benchmarking a new dataset for physical activity monitoring

Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
FindAll: a local search engine for mobile phones

Proceedings of the 8th international conference on Emerging networking experiments and technologies
A novel feature selection scheme for energy efficient wireless sensor networks

ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
A spatial EA framework for parallelizing machine learning methods

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Corpus-Based semantic filtering in discovering derivational relations

AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Decision tree selection in an industrial machine fault diagnostics

MEDI'12 Proceedings of the 2nd international conference on Model and Data Engineering
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment

UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
Jarhead analysis and detection of malicious Java applets

Proceedings of the 28th Annual Computer Security Applications Conference
Interpretation of the modality of touch on an artificial arm covered with an EIT-based sensitive skin

International Journal of Robotics Research
Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling

Expert Systems with Applications: An International Journal
Multiclass classification of distributed memory parallel computations

Pattern Recognition Letters
A fuzzy conceptualization model for text mining with application in opinion polarity classification

Knowledge-Based Systems
A GIS-based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context

Decision Support Systems
Differential Evolution for automatic rule extraction from medical databases

Applied Soft Computing
Evaluating automatic annotation: automatically detecting and enriching instances of the dative alternation

Language Resources and Evaluation
Counting insects in flight using image processing techniques

Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Refining discretizations of continuous-valued attributes

MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
The impact of conceptualization on text classification

WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Event aware workload prediction: a study using auction events

WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
An empirical study for determining relevant features for sentiment summarization of online conversational documents

WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Discrete-Time hopfield neural network based text clustering algorithm

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
A meta-learning approach to select meta-heuristics for the traveling salesman problem using MLP-Based label ranking

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Customer relationship management using partial focus feature reduction

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Cost-Effective single-camera multi-car parking monitoring and vacancy detection towards real-world parking statistics and real-time reporting

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Evaluating tree-decomposition based algorithms for answer set programming

LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
User feedback based query refinement by exploiting skyline operator

ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Automatic analysis of leishmania infected microscopy images via gaussian mixture models

SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Mass scale modeling and simulation of the air-interface load in 3g radio access networks

IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Use of general purpose GPU programming to enhance the classification of leukaemia blast cells in blood smear images

IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Off-line handwritten arabic word recognition using SVMs with normalized poly kernel

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Score-based methods for learning Markov boundaries by searching in constrained spaces

Data Mining and Knowledge Discovery
An intelligent supervision system for open loop controlled processes

Journal of Intelligent Manufacturing
Automatic discovery of Web Query Interfaces using machine learning techniques

Journal of Intelligent Information Systems
Ambiguous author query detection using crowdsourced digital library annotations

Information Processing and Management: an International Journal
An enhanced Customer Relationship Management classification framework with Partial Focus Feature Reduction

Expert Systems with Applications: An International Journal
Playing by the rules: mining query associations to predict search performance

Proceedings of the sixth ACM international conference on Web search and data mining
Personalizing atypical web search sessions

Proceedings of the sixth ACM international conference on Web search and data mining
Cross-validation of bimodal health-related stress assessment

Personal and Ubiquitous Computing
Ten recent trends in computational paralinguistics

COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
High throughput and programmable online trafficclassifier on FPGA

Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
An experimental study on the use of nearest neighbor-based imputation algorithms for classification tasks

Data & Knowledge Engineering
Predicting shellfish farm closures with class balancing methods

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Genetic programming for biomarker detection in mass spectrometry data

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Bagging ensemble selection for regression

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
A genetic programming approach to hyper-heuristic feature selection

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
A comparison study of cost-sensitive classifier evaluations

BI'12 Proceedings of the 2012 international conference on Brain Informatics
A bayesian network approach to investigating user-robot personality matching

AMT'12 Proceedings of the 8th international conference on Active Media Technology
Predicting student exam's scores by analyzing social network data

AMT'12 Proceedings of the 8th international conference on Active Media Technology
The voice user help, a smart vehicle assistant for the elderly

UCAmI'12 Proceedings of the 6th international conference on Ubiquitous Computing and Ambient Intelligence
Detecting spammers via aggregated historical data set

NSS'12 Proceedings of the 6th international conference on Network and System Security
Predicting group evolution in the social network

SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods

Knowledge-Based Systems
LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework

Image and Vision Computing
FSSC: An Algorithm for Classifying Numerical Data Using Fuzzy Soft Set Theory

International Journal of Fuzzy System Applications
Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines

International Journal of Green Computing
Automated Event Recognition for Football Commentary Generation

International Journal of Gaming and Computer-Mediated Simulations
Rough and Soft Set Approaches for Attributes Selection of Traditional Malay Musical Instrument Sounds Classification

International Journal of Software Science and Computational Intelligence
Mining smartphone data to classify life-facets of social relationships

Proceedings of the 2013 conference on Computer supported cooperative work
Mining social relationship types in an organization using communication patterns

Proceedings of the 2013 conference on Computer supported cooperative work
Statistical affect detection in collaborative chat

Proceedings of the 2013 conference on Computer supported cooperative work
"I'd have to vote against you": issue campaigning via twitter

Proceedings of the 2013 conference on Computer supported cooperative work companion
idMAS-SQL: Intrusion Detection Based on MAS to Detect and Block SQL injection through data mining

Information Sciences: an International Journal
Ordinal and nominal classification of wind speed from synoptic pressurepatterns

Engineering Applications of Artificial Intelligence
Application traffic classification at the early stage by characterizing application rounds

Information Sciences: an International Journal
Undesired state-action prediction in multi-agent reinforcement learning for linked multi-component robotic system control

Information Sciences: an International Journal
Local and global optimization for Takagi-Sugeno fuzzy system by memetic genetic programming

Expert Systems with Applications: An International Journal
A Theory of Evidence-based method for assessing frequent patterns

Expert Systems with Applications: An International Journal
Towards unsupervised learning of temporal relations between events

Journal of Artificial Intelligence Research
A data-centric introduction to computer science for non-majors

Proceeding of the 44th ACM technical symposium on Computer science education
Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm

Knowledge-Based Systems
Simple decision forests for multi-relational classification

Decision Support Systems
Creating a system for lexical substitutions from scratch using crowdsourcing

Language Resources and Evaluation
Goal distance estimation for automated planning using neural networks and support vector machines

Natural Computing: an international journal
Quality of Experience Models for Multimedia Streaming

International Journal of Mobile Computing and Multimedia Communications
WANDA: an end-to-end remote health monitoring and analytics system for heart failure patients

Proceedings of the conference on Wireless Health
Real-time task recognition based on knowledge workers' computer activities

Proceedings of the 30th European Conference on Cognitive Ergonomics
Real-time gait classification for persuasive smartphone apps: structuring the literature and pushing the limits

Proceedings of the 2013 international conference on Intelligent user interfaces
Informing intelligent user interfaces by inferring affective states from body postures in ubiquitous computing environments

Proceedings of the 2013 international conference on Intelligent user interfaces
User-adaptive information visualization: using eye gaze data to infer visualization tasks and user cognitive abilities

Proceedings of the 2013 international conference on Intelligent user interfaces
Hybrid biogeography based simultaneous feature selection and prediction of n-myristoylation substrate proteins using support vector machines and random forest classifiers

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Analysis of emergent selection pressure in evolutionary algorithm and machine learner offspring filtering hybrids

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Modality classification for medical images using sparse coded affine-invariant descriptors

PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Automatic generation of program affinity policies using machine learning

CC'13 Proceedings of the 22nd international conference on Compiler Construction
Vietnamese author name disambiguation for integrating publications from heterogeneous sources

ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
A fuzzy evolutionary framework for combining ensembles

Applied Soft Computing
Effective bot host detection based on network failure models

Computer Networks: The International Journal of Computer and Telecommunications Networking
Statistical data mining of streaming motion data for activity and fall recognition in assistive environments

Neurocomputing
An ontology enhanced parallel SVM for scalable spam filter training

Neurocomputing
Feature selection and classification of high dimensional mass spectrometry data: a genetic programming approach

EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
An intelligent web-based interface for programming content detection in q&a forums

Proceedings of the companion publication of the 2013 international conference on Intelligent user interfaces companion
Gene selection for cancer tumor detection using a novel memetic algorithm with a multi-view fitness function

Engineering Applications of Artificial Intelligence
Blog or block: Detecting blog bots through behavioral biometrics

Computer Networks: The International Journal of Computer and Telecommunications Networking
Intruder or welcome friend: inferring group membership in online social networks

SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Trade-Offs in social and behavioral modeling in mobile networks

SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Adaptive distance metrics for nearest neighbour classification based on genetic programming

EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
A grammar-guided genetic programming algorithm for multi-label classification

EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
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
Predicting Social Network Measures Using Machine Learning Approach

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Predicting Personality with Social Behavior

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Symbolic representation of smart meter data

Proceedings of the Joint EDBT/ICDT 2013 Workshops
Identity verification based on handwritten signatures with haptic information using genetic programming

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Flexible Algorithm Selection Framework for Large Scale Metalearning

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Polarity Analysis for Food and Disease Relationships

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Geo-spatial event detection in the twitter stream

ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Predicting subjectivity orientation of online forum threads

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Operationalizing information literacy and technology in a general education computer science course

Journal of Computing Sciences in Colleges
Exercise repetition detection for resistance training based on smartphones

Personal and Ubiquitous Computing
Activity logging using lightweight classification techniques in mobile devices

Personal and Ubiquitous Computing
Footprint generation using fuzzy-neighborhood clustering

Geoinformatica
Investigation of fNIRS brain sensing as input to information filtering systems

Proceedings of the 4th Augmented Human International Conference
An automated mineral classifier using Raman spectra

Computers & Geosciences
Multimedia search and retrieval using multimodal annotation propagation and indexing techniques

Image Communication
Transforming reactive auto-scaling into proactive auto-scaling

Proceedings of the 3rd International Workshop on Cloud Data and Platforms
MARS: a muscle activity recognition system enabling self-configuring musculoskeletal sensor networks

Proceedings of the 12th international conference on Information processing in sensor networks
Pattern-guided genetic programming

Proceedings of the 15th annual conference on Genetic and evolutionary computation
An analysis of a spatial EA parallel boosting algorithm

Proceedings of the 15th annual conference on Genetic and evolutionary computation
A grammatical evolution approach for software effort estimation

Proceedings of the 15th annual conference on Genetic and evolutionary computation
Predicting interactions in online social networks: an experiment in Second Life

Proceedings of the 4th International Workshop on Modeling Social Media
Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease

International Journal of Data Mining and Bioinformatics
Parsing models for identifying multiword expressions

Computational Linguistics
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones

Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Leveraging graphical models to improve accuracy and reduce privacy risks of mobile sensing

Proceeding of the 11th annual international conference on Mobile systems, applications, and services
PARAS: interactive parameter space exploration for association rule mining

Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
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
Integrating acceleration devices using CometCloud

Proceedings of the first ACM workshop on Optimization techniques for resources management in clouds
A comparative study of statistical methods for characterisation of materials surfaces by means of texture analysis

International Journal of Computer Applications in Technology
Clinical and molecular models of Glioblastoma multiforme survival

International Journal of Data Mining and Bioinformatics
A framework for query refinement with user feedback

Journal of Systems and Software
Automatic extraction of core learning goals and generation of pedagogical sequences through a collection of digital library resources

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Interactive search result clustering: a study of user behavior and retrieval effectiveness

Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Prediction of assistive technology adoption for people with dementia

HIS'13 Proceedings of the second international conference on Health Information Science
Using bookmaker odds to predict the final result of football matches

KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
Syntactic dependency-based n-grams: more evidence of usefulness in classification

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Approaches of anonymisation of an SMS corpus

CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Crowdfunding support tools: predicting success & failure

CHI '13 Extended Abstracts on Human Factors in Computing Systems
Capturing programming content in online discussions

Proceedings of the seventh international conference on Knowledge capture
Towards building performance models for data-intensive workloads in public clouds

Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Towards skeleton biometric identification using the microsoft kinect sensor

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Model selection based product kernel learning for regression on graphs

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Empowering automatic data-center management with machine learning

Proceedings of the 28th Annual ACM Symposium on Applied Computing
Detection and classification of peer-to-peer traffic: A survey

ACM Computing Surveys (CSUR)
A survey of intelligent assistants for data analysis

ACM Computing Surveys (CSUR)
Parallel Abductive Query Answering in Probabilistic Logic Programs

ACM Transactions on Computational Logic (TOCL)
Phoneprioception: enabling mobile phones to infer where they are kept

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using behavioral data to identify interviewer fabrication in surveys

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An approach for web service discoverability anti-pattern detection for journal of web engineering

Journal of Web Engineering
Empirical study of machine learning based approach for opinion mining in tweets

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Forecast of air quality based on ozone by decision trees and neural networks

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Automatic discovery of web content related to IT in the mexican internet based on supervised classifiers

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Recognizing textual entailment in non-english text via automatic translation into english

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
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
Context-Aware features for singing voice detection in polyphonic music

AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
A bootstrapping approach to reduce over-fitting in genetic programming

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Goldenberry: EDA visual programming in orange

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Performance comparison of machine learning methods for prognosis of hormone receptor status in breast cancer tissue samples

Computer Methods and Programs in Biomedicine
Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees

AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
On modeling query refinement by capturing user intent through feedback

ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Practical static race detection for Java parallel loops

Proceedings of the 2013 International Symposium on Software Testing and Analysis
Toward self-correcting search engines: using underperforming queries to improve search

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
An SOA-based model for the integrated provisioning of cloud and grid resources

Advances in Software Engineering
Humanoid robots learning to walk faster: from the real world to simulation and back

Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
MTi: A method for user identification for multitouch displays

International Journal of Human-Computer Studies
Increasing anomaly handling efficiency in large organizations using applied machine learning

Proceedings of the 2013 International Conference on Software Engineering
Which work-item updates need your response?

Proceedings of the 10th Working Conference on Mining Software Repositories
Bug report assignee recommendation using activity profiles

Proceedings of the 10th Working Conference on Mining Software Repositories
Better cross company defect prediction

Proceedings of the 10th Working Conference on Mining Software Repositories
How to auto-configure your smart home?: high-resolution power measurements to the rescue

Proceedings of the fourth international conference on Future energy systems
Supervised machine learning for grouping sketch diagram strokes

Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
KimCHI: a sketch-based developmental skill classifier to enhance pen-driven educational interfaces for children

Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Synthetic review spamming and defense

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting relevant news events for timeline summaries

Proceedings of the 22nd international conference on World Wide Web companion
Effective analysis, characterization, and detection of malicious web pages

Proceedings of the 22nd international conference on World Wide Web companion
Validating models for disease detection using twitter

Proceedings of the 22nd international conference on World Wide Web companion
SAMOA: a platform for mining big data streams

Proceedings of the 22nd international conference on World Wide Web companion
Practical extraction of disaster-relevant information from social media

Proceedings of the 22nd international conference on World Wide Web companion
Researcher homepage classification using unlabeled data

Proceedings of the 22nd international conference on World Wide Web
Predicting group stability in online social networks

Proceedings of the 22nd international conference on World Wide Web
Toward an efficient and scalable feature selection approach for internet traffic classification

Computer Networks: The International Journal of Computer and Telecommunications Networking
Automated decision support for human tasks in a collaborative system: the case of deletion in Wikipedia

Proceedings of the 9th International Symposium on Open Collaboration
sonLP: social network link prediction by principal component regression

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Acquaintance or partner?: predicting partnership in online and location-based social networks

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Link prediction in multi-relational collaboration networks

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Co-training over domain-independent and domain-dependent features for sentiment analysis of an online cancer support community

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Language independent gender classification on Twitter

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Link prediction in human mobility networks

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Detecting cooking state with gas sensors during dry cooking

Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Assessing similarity of feature selection techniques in high-dimensional domains

Pattern Recognition Letters
Supervised polarity classification of Spanish tweets based on linguistic knowledge

Proceedings of the 2013 ACM symposium on Document engineering
Code name Tiberius or developing and digging into a financial case-based reasoning system from scratch with respect to conservative adaptation and association models driven by knowledge discovery

Proceedings of the International C* Conference on Computer Science and Software Engineering
Toward understanding the causes of unanswered questions in software information sites: a case study of stack overflow

Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Autonomic performance-per-watt management (APM) of cloud resources and services

Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
CrowdHelp: application for improved emergency response through crowdsourced information

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Speech stress assessment using physiological and psychological measures

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Training data selection for cross-project defect prediction

Proceedings of the 9th International Conference on Predictive Models in Software Engineering
Triggering effective social support for online groups

ACM Transactions on Interactive Intelligent Systems (TiiS)
A model-based back-end for air quality data management

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Different approaches to community evolution prediction in blogosphere

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Prediction of movies box office performance using social media

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Self-configuring data mining for ubiquitous computing

Information Sciences: an International Journal
An adaptive ensemble classifier for mining concept drifting data streams

Expert Systems with Applications: An International Journal
Multi-label classification based on analog reasoning

Expert Systems with Applications: An International Journal
The case for mobile forensics of private data leaks: towards large-scale user-oriented privacy protection

Proceedings of the 4th Asia-Pacific Workshop on Systems
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy

Artificial Intelligence in Medicine
Methods for exploring and mining tables on Wikipedia

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
One click mining: interactive local pattern discovery through implicit preference and performance learning

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
A process-centric data mining and visual analytic tool for exploring complex social networks

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
Towards anytime active learning: interrupting experts to reduce annotation costs

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
Human-computer interaction for hybrid carving

Proceedings of the 26th annual ACM symposium on User interface software and technology
Mirage: exploring interaction modalities using off-body static electric field sensing

Proceedings of the 26th annual ACM symposium on User interface software and technology
Towards precise POI localization with social media

Proceedings of the 21st ACM international conference on Multimedia
Understanding and classifying image tweets

Proceedings of the 21st ACM international conference on Multimedia
MLPACK: a scalable C++ machine learning library

The Journal of Machine Learning Research
Detection of false sharing using machine learning

SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires

Computers and Electronics in Agriculture
Follow the green: growth and dynamics in twitter follower markets

Proceedings of the 2013 conference on Internet measurement conference
Towards Collaborative Group Activity Recognition Using Mobile Devices

Mobile Networks and Applications
Evaluating perceptual video quality for mobile clients in 802.11n WLAN

Proceedings of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation & characterization
Adaptive co-training SVM for sentiment classification on tweets

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
How the live web feels about events

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
FIRE: interactive visual support for parameter space-driven rule mining

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Community question topic categorization via hierarchical kernelized classification

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
TellMyRelevance!: predicting the relevance of web search results from cursor interactions

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Recognizing Student Emotions using Brainwaves and Mouse Behavior Data

International Journal of Distance Education Technologies
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures

International Journal of Distance Education Technologies
An Image-Text Approach for Extracting Experimental Evidence of Protein-Protein Interactions in the Biomedical Literature

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
glu-RNA: aliGn highLy strUctured ncRNAs using only sequence similarity

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Performance Model Selection for Learning-based Biological Image Analysis on a Cluster

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Meta-analysis of Genomic and Proteomic Features to Predict Synthetic Lethality of Yeast and Human Cancer

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Using Machine Learning to Predict the Health of HIV-Infected Patients

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Informatics-driven Protein-protein Docking

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Co-clustering with augmented matrix

Applied Intelligence
A virtual mart for knowledge discovery in databases

Information Systems Frontiers
Learning policies for battery usage optimization in electric vehicles

Machine Learning
Discover and visualize association rules from sensor observations on the web

The Journal of Supercomputing
Exploiting collaborative filtering techniques for automatic assessment of student free-text responses

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Discovering relations using matrix factorization methods

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Validation of an ontological medical decision support system for patient treatment using a repository of patient data: Insights into the value of machine learning

ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Exploitation of pairwise class distances for ordinal classification

Neural Computation
Detecting machine-morphed malware variants via engine attribution

Journal in Computer Virology
Evaluating data mining algorithms using molecular dynamics trajectories

International Journal of Data Mining and Bioinformatics
Automatic web spreadsheet data extraction

Proceedings of the 3rd International Workshop on Semantic Search Over the Web
Exploring Local Features and the Bag-of-Visual-Words Approach for Bioimage Classification

Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
POSTER: A semantic-aware approach to reasoning about network traffic relations

Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Person attribute extraction from the textual parts of web pages

Acta Cybernetica
The sound of touch: on-body touch and gesture sensing based on transdermal ultrasound propagation

Proceedings of the 2013 ACM international conference on Interactive tabletops and surfaces
Android malware classification method: Dalvik bytecode frequency analysis

Proceedings of the 2013 Research in Adaptive and Convergent Systems
SMINER - a platform for data mining based on service-oriented architecture

International Journal of Business Intelligence and Data Mining
Using machine learning to predict the driving context whilst driving

Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Mirroring the real world in social media: twitter, geolocation, and sentiment analysis

Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Incorporating linear discriminant analysis in neural tree for multidimensional splitting

Applied Soft Computing
Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

Pattern Recognition
Malware detection by pruning of parallel ensembles using harmony search

Pattern Recognition Letters
Using classifiers as heuristics to describe local structure in Active Shape Models with small training sets

Pattern Recognition Letters
The ECHORD project proposals analysis - Research profiles, collaboration patterns and research topic trends

Expert Systems with Applications: An International Journal
Policy making for broadband adoption and usage in Chile through machine learning

Expert Systems with Applications: An International Journal
Towards a journalist-based news recommendation system: The Wesomender approach

Expert Systems with Applications: An International Journal
Shady paths: leveraging surfing crowds to detect malicious web pages

Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Simplified features for email authorship identification

International Journal of Security and Networks
How can i help you': comparing engagement classification strategies for a robot bartender

Proceedings of the 15th ACM on International conference on multimodal interaction
Software effort estimation as a multiobjective learning problem

ACM Transactions on Software Engineering and Methodology (TOSEM) - Testing, debugging, and error handling, formal methods, lifecycle concerns, evolution and maintenance
Feature selection for detection of peer-to-peer botnet traffic

Proceedings of the 6th ACM India Computing Convention
A survey on concept drift adaptation

ACM Computing Surveys (CSUR)
A decision-making model for environmental behavior in agent-based modeling

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Saccadic points classification using multilayer perceptron and random forest classifiers in EOG recordings of patients with ataxia SCA2

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Automated segmentation of the cerebellar lobules using boundary specific classification and evolution

IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Using big data for more dependability: a cellular network tale

Proceedings of the 9th Workshop on Hot Topics in Dependable Systems
GIVA: a semantic framework for geospatial and temporal data integration, visualization, and analytics

Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Improving classifications for cardiac autonomic neuropathy using multi-level ensemble classifiers and feature selection based on random forest

AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Combining classifiers in multimodal affect detection

AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
A learning classifier-based approach to aligning data items and labels

BNCOD'13 Proceedings of the 29th British National conference on Big Data
Identifying informative genes for prediction of breast cancer subtypes

PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
A tool for estimating information leakage

CAV'13 Proceedings of the 25th international conference on Computer Aided Verification
Classifying queries submitted to a vertical search engine

Proceedings of the 3rd International Web Science Conference
What's the deal?: identifying online bargains

AWC '13 Proceedings of the First Australasian Web Conference - Volume 144
Viscosity virtual sensor to control combustion in fossil fuel power plants

Engineering Applications of Artificial Intelligence
Bayesian ARTMAP for regression

Neural Networks
Object-based classification of vegetation and terrain topography in Southwestern Amazonia (Brazil) as a tool for detecting ancient fluvial geomorphic features

Computers & Geosciences
What kind of #conversation is Twitter? Mining #psycholinguistic cues for emergency coordination

Computers in Human Behavior
P2P traffic classification using ensemble learning

Proceedings of the 5th IBM Collaborative Academia Research Exchange Workshop
What's buzzing in the blizzard of buzz? Automotive component isolation in social media postings

Decision Support Systems
Predicting cardiac autonomic neuropathy category for diabetic data with missing values

Computers in Biology and Medicine
Improving the efficiency of distributed data mining using an adjustment work flow

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Relevance as a metric for evaluating machine learning algorithms

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
An empirical study of reducing multiclass classification methodologies

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Semantic relation extraction from legislative text using generalized syntactic dependencies and support vector machines

RuleML'13 Proceedings of the 7th international conference on Theory, Practice, and Applications of Rules on the Web
Business process mining from e-commerce web logs

BPM'13 Proceedings of the 11th international conference on Business Process Management
Classifying aging genes into DNA repair or non-DNA repair-related categories

ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
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
Keyboard clawing: input method by clawing key tops

HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Towards a model for predicting intention in 3D moving-target selection tasks

EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: understanding human cognition - Volume Part I
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air

International Journal of Knowledge Discovery in Bioinformatics
Predicting Aging-Genes in Drosophila Melanogaster by Integrating Network Topological Features and Functional Categories

International Journal of Knowledge Discovery in Bioinformatics
An Empirical Comparison of Machine Learning Techniques in Predicting the Bug Severity of Open and Closed Source Projects

International Journal of Open Source Software and Processes
Usage Profiles: A Process for Discovering Usage Patterns over Web Services and its Application to Service Evolution

International Journal of Web Services Research
Hierarchical multi-label classification using local neural networks

Journal of Computer and System Sciences
Editorial: Modifications of the construction and voting mechanisms of the Random Forests Algorithm

Data & Knowledge Engineering
Native vs. non-native accent identification using Japanese spoken telephone numbers

Speech Communication
A medical diagnosis support system based on automatic knowledge extraction from databases through differential evolution

International Journal of Data Mining and Bioinformatics
Semantic extraction of geographic data from web tables for big data integration

Proceedings of the 7th Workshop on Geographic Information Retrieval
Accurate energy expenditure estimation using smartphone sensors

Proceedings of the 4th Conference on Wireless Health
Unobtrusive sleep monitoring using smartphones

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
Decision support system for detection of diabetic retinopathy using smartphones

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
A modular framework for ambient health monitoring

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
MoveSafe: a framework for transportation mode-based targeted alerting in disaster response

Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information
A fuzzy classifier to deal with similarity between labels on automatic prosodic labeling

Computer Speech and Language
Sense-level subjectivity in a multilingual setting

Computer Speech and Language
Prior and contextual emotion of words in sentential context

Computer Speech and Language
DeepDive: transparently identifying and managing performance interference in virtualized environments

USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
Analyzing, Detecting, and Exploiting Sentiment in Web Queries

ACM Transactions on the Web (TWEB)
The acoustics of eye contact: detecting visual attention from conversational audio cues

Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction
Finding the timings for a guide agent to interveneinter-user conversation in considering their gazebehaviors

Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction
Ontology-based flexible topic classification of crowdsourcing textual resources

Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Towards predicting query execution time for concurrent and dynamic database workloads

Proceedings of the VLDB Endowment
Second Chance: A Hybrid Approach for Dynamic Result Caching and Prefetching in Search Engines

ACM Transactions on the Web (TWEB)
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

Pattern Recognition Letters
Tools for machine-learning-based empirical autotuning and specialization

International Journal of High Performance Computing Applications
Automated segmentation and object classification of CT images: application to in vivo molecular imaging of avian embryos

Journal of Biomedical Imaging
Minimizer of the Reconstruction Error for multi-class document categorization

Expert Systems with Applications: An International Journal
Syntactic N-grams as machine learning features for natural language processing

Expert Systems with Applications: An International Journal
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm

Applied Soft Computing
Multistage approach for clustering and classification of ECG data

Computer Methods and Programs in Biomedicine
Estimating reference evapotranspiration for irrigation management in the texas high plains

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Performance analysis of machine learning algorithms for intrusion detection in MANETs

International Journal of Wireless and Mobile Computing
Forecasting household electricity demand with complex event processing: insights from a prototypical solution

Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference
Computationally efficient link prediction in a variety of social networks

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Ensemble Feature Ranking for Shellfish Farm Closure Cause Identification

Proceedings of Workshop on Machine Learning for Sensory Data Analysis
Improving accuracy of classification models induced from anonymized datasets

Information Sciences: an International Journal
A general framework for privacy preserving data publishing

Knowledge-Based Systems
A GA-based feature selection approach with an application to handwritten character recognition

Pattern Recognition Letters
Knowledge Discovery in Higher Educational Big Dataset

International Journal of Information Retrieval Research
Intelligence for the personal web

The Personal Web
Energy expenditure estimation with smartphone body sensors

BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Modeling dwell time to predict click-level satisfaction

Proceedings of the 7th ACM international conference on Web search and data mining
Improving the efficiency of multi-site web search engines

Proceedings of the 7th ACM international conference on Web search and data mining
Orientation invariant ECG-based stethoscope tracking for heart auscultation training on augmented standardized patients

Simulation
Improving accuracy in back-of-device multitouch typing: a clustering-based approach to keyboard updating

Proceedings of the 19th international conference on Intelligent User Interfaces
Who will retweet this?: Automatically Identifying and Engaging Strangers on Twitter to Spread Information

Proceedings of the 19th international conference on Intelligent User Interfaces
Towards facilitating user skill acquisition: identifying untrained visualization users through eye tracking

Proceedings of the 19th international conference on Intelligent User Interfaces
Analyzing sentiments in Web 2.0 social media data in Chinese: experiments on business and marketing related Chinese Web forums

Information Technology and Management
Design and implementation of an efficient framework for behaviour attestation using n-call slides

Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Quality estimation for machine translation: some lessons learned

Machine Translation
Dimensionality reduction methods for machine translation quality estimation

Machine Translation
Weakly supervised approaches for quality estimation

Machine Translation
Pairwise meta-rules for better meta-learning-based algorithm ranking

Machine Learning
Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification

Data Mining and Knowledge Discovery
Comparative analysis of a-priori and a-posteriori dietary patterns using state-of-the-art classification algorithms: A case/case-control study

Artificial Intelligence in Medicine
Application of an incremental SVM algorithm for on-line human recognition from video surveillance using texture and color features

Neurocomputing
Review: Educational data mining: A survey and a data mining-based analysis of recent works

Expert Systems with Applications: An International Journal
Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football

Applied Soft Computing
A systematic approach for detecting and clustering distributed cyber scanning

Computer Networks: The International Journal of Computer and Telecommunications Networking
Damage prediction for regular reinforced concrete buildings using the decision tree algorithm

Computers and Structures
A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

Expert Systems with Applications: An International Journal
Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks

Expert Systems with Applications: An International Journal
Aircraft taxi time prediction: Comparisons and insights

Applied Soft Computing
Speeding up incremental wrapper feature subset selection with Naive Bayes classifier

Knowledge-Based Systems
Recognizing and regulating e-learners' emotions based on interactive Chinese texts in e-learning systems

Knowledge-Based Systems
A multi-objective evolutionary algorithm-based ensemble optimizer for feature selection and classification with neural network models

Neurocomputing
Cloud based intelligent system for delivering health care as a service

Computer Methods and Programs in Biomedicine
Unintended consequences? Water molecules at biological and crystallographic protein-protein interfaces

Computational Biology and Chemistry
Performance optimization of deployed software-as-a-service applications

Journal of Systems and Software
Compensating for speaker or lexical variabilities in speech for emotion recognition

Speech Communication
Gesture synthesis adapted to speech emphasis

Speech Communication
Efficient monte carlo methods for multi-dimensional learning with classifier chains

Pattern Recognition
An efficient construction and application usefulness of rectangle greedy covers

Pattern Recognition
Hybridising harmony search with a Markov blanket for gene selection problems

Information Sciences: an International Journal
Using Bayesian networks for selecting classifiers in GP ensembles

Information Sciences: an International Journal
Text classification for assisting moderators in online health communities

Journal of Biomedical Informatics
Feature engineering for semantic place prediction

Pervasive and Mobile Computing
Medium-term speaker states-A review on intoxication, sleepiness and the first challenge

Computer Speech and Language
Speaker state classification based on fusion of asymmetric simple partial least squares (SIMPLS) and support vector machines

Computer Speech and Language
Level of interest sensing in spoken dialog using decision-level fusion of acoustic and lexical evidence

Computer Speech and Language
Vocal fatigue induced by prolonged oral reading: Analysis and detection

Computer Speech and Language
Alcohol consumption detection through behavioural analysis using intelligent systems

Expert Systems with Applications: An International Journal
Applying Ant Colony Optimization to configuring stacking ensembles for data mining

Expert Systems with Applications: An International Journal
Feature enrichment and selection for transductive classification on networked data

Pattern Recognition Letters
Boosting for multiclass semi-supervised learning

Pattern Recognition Letters
The TUM Gait from Audio, Image and Depth (GAID) database: Multimodal recognition of subjects and traits

Journal of Visual Communication and Image Representation
Domains of competence of the semi-naive Bayesian network classifiers

Information Sciences: an International Journal
A feature subset selection algorithm automatic recommendation method

Journal of Artificial Intelligence Research
Optimizing biodiversity prediction from abiotic parameters

Environmental Modelling & Software
Explaining predictive models to learning specialists using personas

Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
A hybrid approach to Arabic named entity recognition

Journal of Information Science
The influence of global constraints on similarity measures for time-series databases

Knowledge-Based Systems
Machine learning-based classifiers ensemble for credit risk assessment

International Journal of Electronic Finance
Extreme learning machines for soybean classification in remote sensing hyperspectral images

Neurocomputing
Technical Section: A machine learning approach to automatic stroke segmentation

Computers and Graphics
Fuzzy clustering with biological knowledge for gene selection

Applied Soft Computing
Using learning analytics to identify successful learners in a blended learning course

International Journal of Technology Enhanced Learning
Computational predictive models for organic semiconductors

Journal of Computational Electronics
Software defect prediction using Bayesian networks

Empirical Software Engineering
Response time assessment in forest fire spread simulation: An integrated methodology for efficient exploitation of available prediction time

Environmental Modelling & Software
A personal perspective on photowork: implicit human---computer interaction for photo collection management

Personal and Ubiquitous Computing
Improving ranking performance with cost-sensitive ordinal classification via regression

Information Retrieval
Silhouette-based human action recognition using SAX-Shapes

The Visual Computer: International Journal of Computer Graphics
A novel ensemble of classifiers that use biological relevant gene sets for microarray classification

Applied Soft Computing
Efficient training for dendrite morphological neural networks

Neurocomputing
A better Beta for the H measure of classification performance

Pattern Recognition Letters
Integration of dense subgraph finding with feature clustering for unsupervised feature selection

Pattern Recognition Letters
A similarity-based approach for data stream classification

Expert Systems with Applications: An International Journal
A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems

International Journal of Approximate Reasoning
Software defect prediction using relational association rule mining

Information Sciences: an International Journal
Evolutionary instance selection for text classification

Journal of Systems and Software
Ensemble-based noise detection: noise ranking and visual performance evaluation

Data Mining and Knowledge Discovery
Prediction of faults-slip-through in large software projects: an empirical evaluation

Software Quality Control
Automated topic naming

Empirical Software Engineering
Capturing the workflows of music information retrieval for repeatability and reuse

Journal of Intelligent Information Systems
Lung cancer survival prediction using ensemble data mining on SEER data

Scientific Programming - Biological Knowledge Discovery and Data Mining
Towards linking libraries and Wikipedia: automatic subject indexing of library records with Wikipedia concepts

Journal of Information Science
Customer profile classification: To adapt classifiers or to relabel customer profiles?

Neurocomputing
BodyCloud: A SaaS approach for community Body Sensor Networks

Future Generation Computer Systems
Combining pre-retrieval query quality predictors using genetic programming

Applied Intelligence
Mobile application usage prediction through context-based learning

Journal of Ambient Intelligence and Smart Environments
Relationships Between Length and Coverage of Decision Rules

Fundamenta Informaticae - Dedicated to the Memory of Professor Manfred Kudlek
Predicting execution time of machine learning tasks for scheduling

International Journal of Hybrid Intelligent Systems
Hybrid classifiers based on semantic data subspaces for two-level text categorization

International Journal of Hybrid Intelligent Systems
Optimising operational costs using Soft Computing techniques

Integrated Computer-Aided Engineering
Sharing hardware resources in heterogeneous computer-supported collaboration scenarios

Integrated Computer-Aided Engineering
Mining association rules with single and multi-objective grammar guided ant programming

Integrated Computer-Aided Engineering
Gene-pair representation and incorporation of GO-based semantic similarity into classification of gene expression data

Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Structural verification through similarity measures for fuzzy rule bases representing clinical guidelines

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - FUZZYSS'2011: 2nd International Fuzzy Systems Symposium
A comparative study of pattern recognition classifiers to predict physical activities using smartphones and wearable body sensors

Technology and Health Care
Classification of time series by shapelet transformation

Data Mining and Knowledge Discovery
Canonical dual solutions to nonconvex radial basis neural network optimization problem

Neurocomputing

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Abstract

More than twelve years have elapsed since the first public release of WEKA. In that time, the software has been rewritten entirely from scratch, evolved substantially and now accompanies a text on data mining [35]. These days, WEKA enjoys widespread acceptance in both academia and business, has an active community, and has been downloaded more than 1.4 million times since being placed on Source-Forge in April 2000. This paper provides an introduction to the WEKA workbench, reviews the history of the project, and, in light of the recent 3.6 stable release, briefly discusses what has been added since the last stable version (Weka 3.4) released in 2003.