A practical approach to feature selection

Control-Sensitive Feature Selection for Lazy Learners

Artificial Intelligence Review - Special issue on lazy learning

A Review and Empirical Evaluation of Feature Weighting Methods for aClass of Lazy Learning Algorithms

Artificial Intelligence Review - Special issue on lazy learning

Detecting feature interactions from accuracies of random feature subsets

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence

Unsupervised Feature Selection Using Feature Similarity

IEEE Transactions on Pattern Analysis and Machine Intelligence

Feature Generation Using General Constructor Functions

Machine Learning

Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF

Applied Intelligence

A Soft Computing Approach to Road Classification

Journal of Intelligent and Robotic Systems

An inductive learning method for medical diagnosis

Pattern Recognition Letters

A Unified Framework for Evaluation Metrics in Classification Using Decision Trees

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

SOAP: Efficient Feature Selection of Numeric Attributes

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Target Group Selection in Retail Banking through Neuro-Fuzzy Data Mining and Extensive Pre- and Postprocessing

DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery

A New Algorithm to Select Learning Examples from Learning Data

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Generation of Similarity Measures from Different Sources

Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems

A Noise Filtering Method for Inductive Concept Learning

AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence

A Dynamic Approach to Dimensionality Reduction in Relational Learning

ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems

On the connections between statistical disclosure control for microdata and some artificial intelligence tools

Information Sciences—Informatics and Computer Science: An International Journal

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

Information Sciences—Informatics and Computer Science: An International Journal

An introduction to variable and feature selection

The Journal of Machine Learning Research

Data Mining for Generating Predictive Models of Local Hydrology

Applied Intelligence

Margin based feature selection - theory and algorithms

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

Redundant feature elimination for multi-class problems

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

Feature Selection for Unsupervised Learning

The Journal of Machine Learning Research

Weighting Features to Recognize 3D Patterns of Electron Density in X-Ray Protein Crystallography

CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference

Shape-Based Recognition of Wiry Objects

IEEE Transactions on Pattern Analysis and Machine Intelligence

A selective sampling approach to active feature selection

Artificial Intelligence

A feature selection technique for classificatory analysis

Pattern Recognition Letters

Efficient Genetic Algorithm Based Data Mining Using Feature Selection with Hausdorff Distance

Information Technology and Management

Feature Selection for Reduction of Tabular Knowledge-Based Systems

Information Technology and Management

Fast feature selection by means of projections

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence

SF-HME system: a hierarchical mixtures-of-experts classification system for spam filtering

Proceedings of the 2006 ACM symposium on Applied computing

Optimization-based feature selection with adaptive instance sampling

Computers and Operations Research

Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach

The Journal of Machine Learning Research

Intelligent data analysis for medical diagnosis: using machine learning and temporal abstraction

AI Communications

Non-parametric classifier-independent feature selection

Pattern Recognition

A fast and effective method to find correlations among attributes in databases

Data Mining and Knowledge Discovery

A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection

Artificial Intelligence in Medicine

Data Mining Static Code Attributes to Learn Defect Predictors

IEEE Transactions on Software Engineering

Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications

IEEE Transactions on Pattern Analysis and Machine Intelligence

Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark

Pattern Recognition Letters

A new algorithm for data discretization and feature selection

Proceedings of the 2008 ACM symposium on Applied computing

Hierarchical fuzzy filter method for unsupervised feature selection

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

Consistency measures for feature selection

Journal of Intelligent Information Systems

Medical data mining by fuzzy modeling with selected features

Artificial Intelligence in Medicine

The peaking phenomenon in the presence of feature-selection

Pattern Recognition Letters

Breast cancer survivability via AdaBoost algorithms

HDKM '08 Proceedings of the second Australasian workshop on Health data and knowledge management - Volume 80

Using expert knowledge in initialization for genome-wide analysis of epistasis using genetic programming

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Counting people using video cameras

International Journal of Parallel, Emergent and Distributed Systems

Particle swarm optimization for pap-smear diagnosis

Expert Systems with Applications: An International Journal

FAST: a roc-based feature selection metric for small samples and imbalanced data classification problems

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Heterogeneous data fusion for alzheimer's disease study

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Fusion of feature selection methods for pairwise scoring SVM

Neurocomputing

Stable Relief in feature weighting

AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases

Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics

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

Ant Colony Optimization for Genome-Wide Genetic Analysis

ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence

Image statistics and data mining of anal intraepithelial neoplasia

Pattern Recognition Letters

Data pre-processing: a new algorithm for feature selection and data discretization

CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology

Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification

Journal of Computer Security

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data

International Journal of Approximate Reasoning

Feature Selection and Classification for Small Gene Sets

PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics

A maximum entropy approach to feature selection in knowledge-based authentication

Decision Support Systems

An Application of Decision Trees for Rule Extraction Towards Telecommunications Fraud Detection

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Feature Selection Using Mutual Information: An Experimental Study

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Pap smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection and nearest neighbor classification

Computers in Biology and Medicine

Different metaheuristic strategies to solve the feature selection problem

Pattern Recognition Letters

Classification models for the prediction of clinicians' information needs

Journal of Biomedical Informatics

Feature selection with dynamic mutual information

Pattern Recognition

Solving complex problems in human genetics using GP: challenges and opportunities

ACM SIGEVOlution

Optimal Use of Expert Knowledge in Ant Colony Optimization for the Analysis of Epistasis in Human Disease

EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Detecting Abnormal Events via Hierarchical Dirichlet Processes

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Online Feature Selection Algorithm with Bayesian l 1 Regularization

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Ant colony and particle swarm optimization for financial classification problems

Expert Systems with Applications: An International Journal

On the value of combining feature subset selection with genetic algorithms: faster learning of coverage models

PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering

Feature selection based on loss-margin of nearest neighbor classification

Pattern Recognition

Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification

Journal of Computer Security - Best papers of the Sec Track at the 2006 ACM Symposium

Pre-processing Techniques for the QSAR Problem

Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems

Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence

Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

TEXTAL™: automated crystallographic protein structure determination

IAAI'05 Proceedings of the 17th conference on Innovative applications of artificial intelligence - Volume 3

A system for induction of oblique decision trees

Journal of Artificial Intelligence Research

Learning of resource allocation strategies for game playing

IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2

Explanation-based feature construction

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

An optimization of ReliefF for classification in large datasets

Data & Knowledge Engineering

Partial and vague knowledge for similarity measures

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Automatic Debugging of Concurrent Programs through Active Sampling of Low Dimensional Random Projections

ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering

On biases in estimating multi-valued attributes

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2

Machine learning in prognosis of the femoral neck fracture recovery

Artificial Intelligence in Medicine

ReliefMSS: a variation on a feature ranking ReliefF algorithm

International Journal of Business Intelligence and Data Mining

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques

Data & Knowledge Engineering

Efficient feature weighting methods for ranking

Proceedings of the 18th ACM conference on Information and knowledge management

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

Computer Methods and Programs in Biomedicine

Boosting feature selection using information metric for classification

Neurocomputing

Optimal feature selection for support vector machines

Pattern Recognition

Nearest prototype classification of noisy data

Artificial Intelligence Review

Sensible initialization using expert knowledge for genome-wide analysis of epistasis using genetic programming

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Identifying Fewer Key Factors by Attribute Selection Methodologies to Understand the Hospital Admission Prediction Pattern with Ant Miner and C4.5

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II

Learning Bayesian networks to perform feature selection

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

Using clustering to learn distance functions for supervised similarity assessment

Engineering Applications of Artificial Intelligence

On preprocessing data for financial credit risk evaluation

Expert Systems with Applications: An International Journal

Ensemble gene selection by grouping for microarray data classification

Journal of Biomedical Informatics

Fuzzy-CCM: A context-sensitive approach to fuzzy modeling

International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models

The research of feature selection model based on the game theory

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing

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

International Journal of Approximate Reasoning

An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples

Pattern Recognition

IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule

Pattern Recognition

Honey Bees Mating Optimization algorithm for financial classification problems

Applied Soft Computing

Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination

The Journal of Machine Learning Research

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

The Journal of Machine Learning Research

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

Tuning ReliefF for genome-wide genetic analysis

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics

Supportive utility of irrelevant features in data preprocessing

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

Neural networks for defect detection in non-destructive evaluation by sonic signals

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Feature selection techniques, company wealth assessment and intra-sectoral firm behaviours

ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications

Filter methods for feature selection: a comparative study

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

An expert knowledge-guided mutation operator for genome-wide genetic analysis using genetic programming

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

Efficient feature selection in the presence of outliers and noises

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology

Feature selection by nonparametric Bayes error minimization

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Sparse kernel-based feature weighting

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Generalized iterative RELIEF for supervised distance metric learning

Pattern Recognition

A novel algorithm based on conditional entropy established by clustering for feature selection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

Collaborative optimization of clustering by fuzzy c-means and weight determination by ReliefF

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

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

International Journal of Approximate Reasoning

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

The application of michigan-style learning classifiersystems to address genetic heterogeneity and epistasisin association studies

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Grafting-light: fast, incremental feature selection and structure learning of Markov random fields

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

Traversability: A Case Study for Learning and Perceiving Affordances in Robots

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

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

Expert Systems with Applications: An International Journal

Energy Supervised Relevance Neural Gas for Feature Ranking

Neural Processing Letters

Robust relief-feature weighting, margin maximization, and fuzzy optimization

IEEE Transactions on Fuzzy Systems

The feature selection problem: traditional methods and a new algorithm

AAAI'92 Proceedings of the tenth national conference on Artificial intelligence

Language pyramid and multi-scale text analysis

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

A novel hypothesis-margin based approach for feature selection with side pairwise constraints

Neurocomputing

Review Article: Stable feature selection for biomarker discovery

Computational Biology and Chemistry

Correlation based feature selection method

International Journal of Bio-Inspired Computation

RSCTC'2010 discovery challenge: mining DNA microarray data for medical diagnosis and treatment

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

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

Enhancing content-based image retrieval using machine learning techniques

AMT'10 Proceedings of the 6th international conference on Active media technology

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

Pattern Recognition Letters

Selecting few genes for microarray gene expression classification

CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence

Identifying user preferences with Wrapper-based Decision Trees

Expert Systems with Applications: An International Journal

A novel data mining mechanism considering bio-signal and environmental data with applications on asthma monitoring

Computer Methods and Programs in Biomedicine

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

Expert Systems with Applications: An International Journal

Similarity-margin based feature selection for symbolic interval data

Pattern Recognition Letters

A new dataset evaluation method based on category overlap

Computers in Biology and Medicine

Feature weighting for CPM-based context validation

EuroSSC'10 Proceedings of the 5th European conference on Smart sensing and context

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

Pattern Recognition Letters

Reducing dimensionality in a database of sleep EEG arousals

Expert Systems with Applications: An International Journal

Scaling up feature selection by means of democratization

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

A first machine learning approach to pronominal anaphora resolution in Basque

IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence

Multi-objective semi-supervised feature selection and model selection based on Pearson's correlation coefficient

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications

Empirical study of feature selection methods based on individual feature evaluation for classification problems

Expert Systems with Applications: An International Journal

Implementing ReliefF filters to extract meaningful features from genetic lifetime datasets

Journal of Biomedical Informatics

A dimensionality reduction based on feature quality measure

Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia

Object class segmentation using reliable regions

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II

Feature level analysis for 3D facial expression recognition

Neurocomputing

Hybrid feature selection method for supervised classification based on Laplacian score ranking

MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition

The design of evolutionary multiple classifier system for the classification of microarray data

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III

An efficient statistical feature selection approach for classification of gene expression data

Journal of Biomedical Informatics

Distributed learning with data reduction

Transactions on computational collective intelligence IV

Bid landscape forecasting in online ad exchange marketplace

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

Bias of importance measures for multi-valued attributes and solutions

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II

An ensemble of filters and classifiers for microarray data classification

Pattern Recognition

Understanding differences in perceived peer-review helpfulness using natural language processing

IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications

Intelligent fault diagnosis of rotating machinery using infrared thermal image

Expert Systems with Applications: An International Journal

TAKES: a fast method to select features in the kernel space

Proceedings of the 20th ACM international conference on Information and knowledge management

Feature selection using hierarchical feature clustering

Proceedings of the 20th ACM international conference on Information and knowledge management

Image processing and machine learning for fully automated probabilistic evaluation of medical images

Computer Methods and Programs in Biomedicine

Software fault localization using feature selection

Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering

An optimised gene selection approach using wavelet power spectrum

International Journal of Bioinformatics Research and Applications

Gene selection in time-series gene expression data

PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics

An optimised gene selection approach using wavelet power spectrum

International Journal of Bioinformatics Research and Applications

Kernel-based feature extraction under maximum margin criterion

Journal of Visual Communication and Image Representation

Exploiting expert knowledge in genetic programming for genome-wide genetic analysis

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

Using kNN model for automatic feature selection

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

Feature selection for retrieval purposes

ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I

Constructive meta-level feature selection method based on method repositories

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

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 comparative study on feature reduction approaches in Hindi and Bengali named entity recognition

Knowledge-Based Systems

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

Robust SVM-based biomarker selection with noisy mass spectrometric proteomic data

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing

A hybrid feature selection algorithm for the QSAR problem

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I

A method for feature selection on microarray data using support vector machine

DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery

Predicting stock market trends using hybrid ant-colony-based data mining algorithms: an empirical validation on the Bombay Stock Exchange

International Journal of Business Intelligence and Data Mining

The informative extremes: using both nearest and farthest individuals can improve relief algorithms in the domain of human genetics

EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Artificial immune systems for epistasis analysis in human genetics

EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Feature selection with adjustable criteria

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

A new feature weighted fuzzy clustering algorithm

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

Using clustering to learn distance functions for supervised similarity assessment

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

Feature selection method using preferences aggregation

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

Knowledge-Rich similarity-based classification

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development

Analysis of feature rankings for classification

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

Relevancy in constraint-based subgroup discovery

Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases

Feature selection for improved phone duration modeling of greek emotional speech

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications

Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods

Expert Systems with Applications: An International Journal

Conquering the curse of dimensionality in gene expression cancer diagnosis: tough problem, simple models

AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine

Constructive induction-based clustering method for ubiquitous computing environments

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV

Real-time recognition of patient intentions from sequences of pressure maps using artificial neural networks

Computers in Biology and Medicine

Evaluation of a probabilistic approach to classify incomplete objects using decision trees

DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications

Analogy-based reasoning in classifier construction

Transactions on Rough Sets IV

Identifying a small set of marker genes using minimum expected cost of misclassification

Artificial Intelligence in Medicine

Feature selection based on run covering

PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology

Energy-based feature selection and its ensemble version

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II

Unsupervised object ranking using not even weak experts

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

Multi criteria wrapper improvements to naive bayes learning

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

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

Two-stage phone duration modelling with feature construction and feature vector extension for the needs of speech synthesis

Computer Speech and Language

Feature evaluation and selection with cooperative game theory

Pattern Recognition

An eye-hand data fusion framework for pervasive sensing of surgical activities

Pattern Recognition

Is feature selection still necessary?

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

Feature selection using structural similarity

Information Sciences: an International Journal

A rule-based method for identifying the factor structure in customer satisfaction

Information Sciences: an International Journal

Large-margin feature selection for monotonic classification

Knowledge-Based Systems

Determinants of intangible assets value: The data mining approach

Knowledge-Based Systems

Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification

Computers in Biology and Medicine

Software measurement data reduction using ensemble techniques

Neurocomputing

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

ACM Transactions on Management Information Systems (TMIS)

Comprehensible evaluation of prognostic factors and prediction of wound healing

Artificial Intelligence in Medicine

A new local search based hybrid genetic algorithm for feature selection

Neurocomputing

Machine learning for medical diagnosis: history, state of the art and perspective

Artificial Intelligence in Medicine

An information theoretic approach for feature selection

Security and Communication Networks

Evaluating defect prediction approaches: a benchmark and an extensive comparison

Empirical Software Engineering

A feature selection-based framework for human activity recognition using wearable multimodal sensors

Proceedings of the 6th International Conference on Body Area Networks

A RELIEF-based modality weighting approach for multimodal information retrieval

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval

Multi-objective particle swarm optimisation (PSO) for feature selection

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Feature selection via dependence maximization

The Journal of Machine Learning Research

Integrating a differential evolution feature weighting scheme into prototype generation

Neurocomputing

An effective early fraud detection method for online auctions

Electronic Commerce Research and Applications

Dynamic ad layout revenue optimization for display advertising

Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy

A collective ranking method for genome-wide association studies

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine

Using data mining to enable integration of wind resources on the power grid

Statistical Analysis and Data Mining

Divergence-based feature selection for separate classes

Neurocomputing

Machine learning methods to forecast temperature in buildings

Expert Systems with Applications: An International Journal

Feature selection using dynamic weights for classification

Knowledge-Based Systems

A particle swarm optimisation based multi-objective filter approach to feature selection for classification

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence

Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction

Knowledge-Based Systems

Discrete Artificial Bee Colony Optimization Algorithm for Financial Classification Problems

International Journal of Applied Metaheuristic Computing

Toward the scalability of neural networks through feature selection

Expert Systems with Applications: An International Journal

Multiple threshold spatially uniform relieff for the genetic analysis of complex human diseases

EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Reducing the size of databases for multirelational classification: a subgraph-based approach

Journal of Intelligent Information Systems

A maximum-margin genetic algorithm for misclassification cost minimizing feature selection problem

Expert Systems with Applications: An International Journal

Predicting transmission of avian influenza A viruses from avian to human by using informative physicochemical properties

International Journal of Data Mining and Bioinformatics

RPCA: a novel preprocessing method for PCA

Advances in Artificial Intelligence

Feature selection for classification of animal feed ingredients from near infrared microscopy spectra

Information Sciences: an International Journal

A semi-supervised feature selection method using a non-parametric technique with pairwise instance constraints

Journal of Information Science

Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction

ACM Transactions on Knowledge Discovery from Data (TKDD)

Feature subset selection Filter-Wrapper based on low quality data

Expert Systems with Applications: An International Journal

A study of subgroup discovery approaches for defect prediction

Information and Software Technology

Feature Interaction Maximisation

Pattern Recognition Letters

Analysis of pattern recognition and dimensionality reduction techniques for odor biometrics

Knowledge-Based Systems

Machine learning based typology development in archaeology

Journal on Computing and Cultural Heritage (JOCCH)

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

Exact top-k feature selection via l2,0-norm constraint

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

Using reinforcement learning to find an optimal set of features

Computers & Mathematics with Applications

Genetic algorithm-based heuristic for feature selection in credit risk assessment

Expert Systems with Applications: An International Journal

Joint Laplacian feature weights learning

Pattern Recognition

Impact of TGF-b on breast cancer from a quantitative proteomic analysis

Computers in Biology and Medicine

Feature engineering for semantic place prediction

Pervasive and Mobile Computing

User demographics prediction based on mobile data

Pervasive and Mobile Computing

Fuzzy rough sets, and a granular neural network for unsupervised feature selection

Neural Networks

A feature subset selection algorithm automatic recommendation method

Journal of Artificial Intelligence Research

Learning attribute weighted AODE for ROC area ranking

International Journal of Information and Communication Technology

A random forest classifier for lymph diseases

Computer Methods and Programs in Biomedicine

White box radial basis function classifiers with component selection for clinical prediction models

Artificial Intelligence in Medicine

Mixed feature selection in incomplete decision table

Knowledge-Based Systems

Lazy attribute selection: Choosing attributes at classification time

Intelligent Data Analysis