Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning

Unsupervised Feature Selection Using Feature Similarity

IEEE Transactions on Pattern Analysis and Machine Intelligence

Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics

ADBIS '01 Proceedings of the 5th East European Conference on Advances in Databases and Information Systems

Automatic Classification of Drum Sounds: A Comparison of Feature Selection Methods and Classification Techniques

ICMAI '02 Proceedings of the Second International Conference on Music and Artificial Intelligence

Correlation-Based and Contextual Merit-Based Ensemble Feature Selection

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis

Feature selection based on a modified fuzzy C-means algorithm with supervision

Information Sciences—Informatics and Computer Science: An International Journal

Benchmarking Attribute Selection Techniques for Discrete Class Data Mining

IEEE Transactions on Knowledge and Data Engineering

Consistency-based search in feature selection

Artificial Intelligence

CLIP4: hybrid inductive machine learning algorithm that generates inequality rules

Information Sciences: an International Journal - Special issue: Soft computing data mining

Redundancy based feature selection for microarray data

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Redundant feature elimination for multi-class problems

ICML '04 Proceedings of the twenty-first international conference on Machine learning

A selective sampling approach to active feature selection

Artificial Intelligence

Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

iBOM: A Platform for Intelligent Business Operation Management

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Predicting human interruptibility with sensors

ACM Transactions on Computer-Human Interaction (TOCHI)

A New Dependency and Correlation Analysis for Features

IEEE Transactions on Knowledge and Data Engineering

Cross-relational clustering with user's guidance

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Learning to predict train wheel failures

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

GMDH-based feature ranking and selection for improved classification of medical data

Journal of Biomedical Informatics

Optimization-based feature selection with adaptive instance sampling

Computers and Operations Research

Higher order feature selection for text classification

Knowledge and Information Systems

Visual style: Qualitative and context-dependent categorization

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

Incremental wrapper-based gene selection from microarray data for cancer classification

Pattern Recognition

A case-based reasoning system for PCB principal process parameter identification

Expert Systems with Applications: An International Journal

Defect prevention in software processes: An action-based approach

Journal of Systems and Software

A decision tree-based attribute weighting filter for naive Bayes

Knowledge-Based Systems

Understanding and developing models for detecting and differentiating breakpoints during interactive tasks

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Intelligent Partitioning for Feature Selection

INFORMS Journal on Computing

Data Mining Static Code Attributes to Learn Defect Predictors

IEEE Transactions on Software Engineering

Using machine learning to explore human multimodal clarification strategies

COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions

Consensus unsupervised feature ranking from multiple views

Pattern Recognition Letters

A systematic study on attribute reduction with rough sets based on general binary relations

Information Sciences: an International Journal

Predicting defect-prone software modules using support vector machines

Journal of Systems and Software

A case-based approach for characterization and analysis of subgroup patterns

Applied Intelligence

New heuristics in feature selection for high dimensional data

AI Communications

Mixed feature selection based on granulation and approximation

Knowledge-Based Systems

Hierarchical fuzzy filter method for unsupervised feature selection

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Neighborhood rough set based heterogeneous feature subset selection

Information Sciences: an International Journal

A set of novel correlation tests for nonlinear system variables

International Journal of Systems Science

Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Semiotics of Sounds Evoking Motions: Categorization and Acoustic Features

Computer Music Modeling and Retrieval. Sense of Sounds

Classification of Ligase Function Based on Multi-parametric Feature Extracted from Protein Sequence

ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II

FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications

Combining Multiple Features for Automatic Text Summarization through Machine Learning

PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language

Scalable Feature Selection for Multi-class Problems

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

Situation Assessment for Plan Retrieval in Real-Time Strategy Games

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning

Constructing optimal educational tests using GMDH-based item ranking and selection

Neurocomputing

Collective-agreement-based pruning of ensembles

Computational Statistics & Data Analysis

Classification models for the prediction of clinicians' information needs

Journal of Biomedical Informatics

Employee turnover: a novel prediction solution with effective feature selection

CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications

Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization

IEICE - Transactions on Information and Systems

Facial image classification of mouse embryos for the animal model study of fetal alcohol syndrome

Proceedings of the 2009 ACM symposium on Applied Computing

Genetic Programming for Feature Subset Ranking in Binary Classification Problems

EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming

Split and Merge Based Story Segmentation in News Videos

ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval

The Impact of Gene Selection on Imbalanced Microarray Expression Data

BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology

Using support vector machine with a hybrid feature selection method to the stock trend prediction

Expert Systems with Applications: An International Journal

Searching for interacting features in subset selection

Intelligent Data Analysis

Employee turnover: a novel prediction solution with effective feature selection

WSEAS Transactions on Information Science and Applications

Demoting redundant features to improve the discriminatory ability in cancer data

Journal of Biomedical Informatics

Feature Subset Selection for Supervised Learning using Fractal Dimension

Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005

Pareto front feature selection: using genetic programming to explore feature space

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Relevance and Redundancy Analysis for Ensemble Classifiers

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

Searching for interacting features

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Automatic online news monitoring and classification for syndromic surveillance

Decision Support Systems

A decision rule-based method for feature selection in predictive data mining

Expert Systems with Applications: An International Journal

Improved classification of medical data using abductive network committees trained on different feature subsets

Computer Methods and Programs in Biomedicine

A systematic and comprehensive investigation of methods to build and evaluate fault prediction models

Journal of Systems and Software

Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels

Applied Intelligence

Feature Selection via Maximizing Neighborhood Soft Margin

ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning

Pigmented Skin Lesions Classification Using Dermatoscopic Images

CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

An Efficient Feature Selection Using Ant Colony Optimization Algorithm

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

Very short-term electricity load demand forecasting using support vector regression

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Addressing the problems of data-centric physiology-affect relations modeling

Proceedings of the 15th international conference on Intelligent user interfaces

Selecting discrete and continuous features based on neighborhood decision error minimization

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Learning human multimodal dialogue strategies

Natural Language Engineering

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications

International Journal of Approximate Reasoning

Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination

The Journal of Machine Learning Research

Ultrahigh Dimensional Feature Selection: Beyond The Linear Model

The Journal of Machine Learning Research

Empirical analysis of case-based reasoning and other prediction methods in a social science domain: repeat criminal victimization

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development

Unifying weighting and case reduction methods based on rough sets to improve retrieval

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development

Active feature selection using classes

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

An effective gene selection method based on relevance analysis and discernibility matrix

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Application of machine learning methods for software effort prediction

ACM SIGSOFT Software Engineering Notes

Attributes reduction based on GA-CFS method

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

Selecting features by learning Markov blankets

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

A new hybrid algorithm for feature selection and its application to customer recognition

COCOA'07 Proceedings of the 1st international conference on Combinatorial optimization and applications

Correlation-based relevancy and redundancy measures for efficient gene selection

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics

Feature evaluation and selection based on neighborhood soft margin

Neurocomputing

A user driven data mining process model and learning system

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

Feature selection for Bayesian network classifiers using the MDL-FS score

International Journal of Approximate Reasoning

Unsupervised texture segmentation using feature selection and fusion

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

Towards a memetic feature selection paradigm

IEEE Computational Intelligence Magazine

Machine learning of clinical performance in a pancreatic cancer database

Artificial Intelligence in Medicine

A novel information theoretic-interact algorithm (IT-IN) for feature selection using three machine learning algorithms

Expert Systems with Applications: An International Journal

A novel representation of HLA allele specificity and prediction algorithm for HLA class I binding

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology

Classification of mycobacterium tuberculosis in images of ZN-stained sputum smears

IEEE Transactions on Information Technology in Biomedicine

Soft fuzzy rough sets for robust feature evaluation and selection

Information Sciences: an International Journal

Optimizing reservoir features in oil exploration management based on fusion of soft computing

Applied Soft Computing

The Musical Avatar: a visualization of musical preferences by means of audio content description

Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound

Quadratic Programming Feature Selection

The Journal of Machine Learning Research

A new wrapper feature selection approach using neural network

Neurocomputing

Original paper: Supervised machine learning and heterotic classification of maize (Zea mays L.) using molecular marker data

Computers and Electronics in Agriculture

Predicting the length of hospital stay of burn patients: Comparisons of prediction accuracy among different clinical stages

Decision Support Systems

Bootstrap feature selection for ensemble classifiers

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

Feature selection for brain-computer interfaces

PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining

Rough set based approaches to feature selection for Case-Based Reasoning classifiers

Pattern Recognition Letters

Using feature selection approaches to find the dependent features

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Feature selection for classifying high-dimensional numerical data

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition

Internet traffic classification demystified: on the sources of the discriminative power

Proceedings of the 6th International COnference

Measures for unsupervised fuzzy-rough feature selection

International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems

Individual attribute prior setting methods for naïve Bayesian classifiers

Pattern Recognition

A clustering based system for instant detection of cardiac abnormalities from compressed ECG

Expert Systems with Applications: An International Journal

Stock trend prediction based on fractal feature selection and support vector machine

Expert Systems with Applications: An International Journal

Reducing dimensionality in a database of sleep EEG arousals

Expert Systems with Applications: An International Journal

On the discriminability of keystroke feature vectors used in fixed text keystroke authentication

Pattern Recognition Letters

Learning and evaluation of dialogue strategies for new applications: Empirical methods for optimization from small data sets

Computational Linguistics

Measuring relevance between discrete and continuous features based on neighborhood mutual information

Expert Systems with Applications: An International Journal

Multi-objective genetic algorithm evaluation in feature selection

EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization

Fastest association rule mining algorithm predictor (FARM-AP)

Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering

A surrogate-assisted linkage inference approach in genetic algorithms

Proceedings of the 13th annual conference on Genetic and evolutionary computation

GP-based electricity price forecasting

EuroGP'11 Proceedings of the 14th European conference on Genetic programming

Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II

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

Research on CBR system based on data mining

Applied Soft Computing

Redundant feature elimination by using approximate Markov blanket based on discriminative contribution

WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II

ReliefF-MI: An extension of ReliefF to multiple instance learning

Neurocomputing

Toward a combined tool to assist dermatologists in melanoma detection from dermoscopic images of pigmented skin lesions

Pattern Recognition Letters

A novel CBR system for numeric prediction

Information Sciences: an International Journal

A new hybrid ant colony optimization algorithm for feature selection

Expert Systems with Applications: An International Journal

A multi-layer hybrid framework for dimensional emotion classification

MM '11 Proceedings of the 19th ACM international conference on Multimedia

Automatic modeling of personality states in small group interactions

MM '11 Proceedings of the 19th ACM international conference on Multimedia

Fast fractal stack: fractal analysis of computed tomography scans of the lung

MMAR '11 Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval

A generic approach for combining linguistic and context profile metrics in ontology matching

OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part II

Survey and taxonomy of feature selection algorithms in intrusion detection system

Inscrypt'06 Proceedings of the Second SKLOIS conference on Information Security and Cryptology

Using kNN model for automatic feature selection

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I

STochFS: a framework for combining feature selection outcomes through a stochastic process

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Feature subset selection with cumulate conditional mutual information minimization

Expert Systems with Applications: An International Journal

A fractal dimension based filter algorithm to select features for supervised learning

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

Selecting a feature set to summarize texts in brazilian portuguese

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

Toward modeling lightweight intrusion detection system through correlation-based hybrid feature selection

CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology

Effective feature preprocessing for time series forecasting

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Correlation-based and causal feature selection analysis for ensemble classifiers

ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition

A study on feature selection for toxicity prediction

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

Biometric recognition using feature selection and combination

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication

Feature selection method using preferences aggregation

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

The application of adaptive partitioned random search in feature selection problem

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

Hybrid feature ranking for proteins classification

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

Feature selection algorithm for data with both nominal and continuous features

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Analysis of feature rankings for classification

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis

Ensemble algorithms for feature selection

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning

Heuristic search over a ranking for feature selection

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Improving example selection for agents teaching ontology concepts

CIA'06 Proceedings of the 10th international conference on Cooperative Information Agents

Classification of lung disease pattern using seeded region growing

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence

Identifying feature relevance using a random forest

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection

Rough sets for selection of functionally diverse genes from microarray data

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I

Computer---Aided diagnosis of pigmented skin dermoscopic images

MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support

Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection

Applied Soft Computing

Learning how to feel again: towards affective workplace presence and communication technologies

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

SmartCharge: cutting the electricity bill in smart homes with energy storage

Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet

Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches

Expert Systems with Applications: An International Journal

Not so greedy: Randomly Selected Naive Bayes

Expert Systems with Applications: An International Journal

Comparing the dimensionality reduction methods in gene expression databases

Expert Systems with Applications: An International Journal

A New Unsupervised Feature Ranking Method for Gene Expression Data Based on Consensus Affinity

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

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

ACM Transactions on Management Information Systems (TMIS)

Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification

International Journal of Computer Applications in Technology

Automatic natural expression recognition using head movement and skin color features

Proceedings of the International Working Conference on Advanced Visual Interfaces

ADP: automated diagnosis of performance pathologies using hardware events

Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems

Consistency measures for feature selection: a formal definition, relative sensitivity comparison and a fast algorithm

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

Learning patterns of university student retention

Expert Systems with Applications: An International Journal

Improving the ranking quality of medical image retrieval using a genetic feature selection method

Decision Support Systems

Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets

Information Sciences: an International Journal

A new local search based hybrid genetic algorithm for feature selection

Neurocomputing

Evaluating defect prediction approaches: a benchmark and an extensive comparison

Empirical Software Engineering

A reduct derived from feature selection

Pattern Recognition Letters

Detecting learning moment-by-moment

International Journal of Artificial Intelligence in Education - Special issue on Best of ITS 2010

Unsupervised feature selection for linked social media data

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

Selecting feature subset via constraint association rules

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

Efficient feature selection filters for high-dimensional data

Pattern Recognition Letters

Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring

Fundamenta Informaticae - Knowledge Technology

Measuring stability of feature ranking techniques: a noise-based approach

International Journal of Business Intelligence and Data Mining

Predicting good propagation methods for constraint satisfaction

Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence

Selecting feature subset for high dimensional data via the propositional FOIL rules

Pattern Recognition

A Bayesian network for burr detection in the drilling process

Journal of Intelligent Manufacturing

Neighborhood effective information ratio for hybrid feature subset evaluation and selection

Neurocomputing

Elastic net for paralinguistic speech recognition

Proceedings of the 14th ACM international conference on Multimodal interaction

Fuzzy classifier based feature reduction for better gene selection

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery

Quality estimation for machine translation output using linguistic analysis and decoding features

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

Divergence-based feature selection for separate classes

Neurocomputing

Automatic classification of archaeological pottery sherds

Journal on Computing and Cultural Heritage (JOCCH)

Semantic audio content-based music recommendation and visualization based on user preference examples

Information Processing and Management: an International Journal

Feature selection using dynamic weights for classification

Knowledge-Based Systems

Improving neural networks classification through chaining

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

Supervised pre-processing approaches in multiple class variables classification for fish recruitment forecasting

Environmental Modelling & Software

Maximum weight and minimum redundancy: A novel framework for feature subset selection

Pattern Recognition

Microarchitectural design space exploration made fast

Microprocessors & Microsystems

A dynamic approach for detecting naturalistic affective states from facial videos during HCI

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence

Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines

International Journal of Green Computing

Classification of brain-computer interface data

AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87

CloudSVM: training an SVM classifier in cloud computing systems

ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World

Feature selection and novelty in computational aesthetics

EvoMUSART'13 Proceedings of the Second international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design

Hybrid wrapper-filter approaches for input feature selection using maximum relevance-minimum redundancy and artificial neural network input gain measurement approximation (ANNIGMA)

ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113

Results on mining NHANES data: A case study in evidence-based medicine

Computers in Biology and Medicine

Exploitation of 3D stereotactic surface projection for predictive modelling of Alzheimer's disease

International Journal of Data Mining and Bioinformatics

vPerfGuard: an automated model-driven framework for application performance diagnosis in consolidated cloud environments

Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering

An agent for optimizing airline ticket purchasing

Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems

An Augmented Value Difference Measure

Pattern Recognition Letters

On fuzzy-rough attribute selection: Criteria of Max-Dependency, Max-Relevance, Min-Redundancy, and Max-Significance

Applied Soft Computing

Gene selection with guided regularized random forest

Pattern Recognition

How can i help you': comparing engagement classification strategies for a robot bartender

Proceedings of the 15th ACM on International conference on multimodal interaction

Distance-based feature selection from probabilistic data

WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management

Letters: Mutual information-based feature selection for multilabel classification

Neurocomputing

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

Optimal airline ticket purchasing using automated user-guided feature selection

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Using domain knowledge to systematically guide feature selection

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Feature selection filter for classification of power system operating states

Computers & Mathematics with Applications

Using reinforcement learning to find an optimal set of features

Computers & Mathematics with Applications

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

Pattern Recognition Letters

A new matching strategy for content based image retrieval system

Applied Soft Computing

Assisting in search heuristics selection through multidimensional supervised classification: A case study on software testing

Information Sciences: an International Journal

On selecting interacting features from high-dimensional data

Computational Statistics & Data Analysis

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

Computer Speech and Language

Alleviating naive Bayes attribute independence assumption by attribute weighting

The Journal of Machine Learning Research

Learning attribute weighted AODE for ROC area ranking

International Journal of Information and Communication Technology

CBC: An associative classifier with a small number of rules

Decision Support Systems

Lazy attribute selection: Choosing attributes at classification time

Intelligent Data Analysis