Selection of relevant features and examples in machine learning

A study of support vectors on model independent example selection

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence

Customer Retention via Data Mining

Artificial Intelligence Review - Issues on the application of data mining

Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence

Selecting relevant instances for efficient and accurate collaborative filtering

Proceedings of the tenth international conference on Information and knowledge management

On Issues of Instance Selection

Data Mining and Knowledge Discovery

A Soft Computing Approach to Road Classification

Journal of Intelligent and Robotic Systems

Gene Selection for Cancer Classification using Support Vector Machines

Machine Learning

Data analysis and mining in the life sciences

ACM SIGMOD Record

Automating extraction of logical domains in a web site

Data & Knowledge Engineering

Evaluating Training Data Suitability for Decision Tree Induction

Journal of Medical Systems

Generating Decision Trees from Otoneurological Data with a Variable Grouping Method

Journal of Medical Systems

Feature Transformation and Subset Selection

IEEE Intelligent Systems

Toward an Ecplanatory Similarity Measure for Nearest-Neighbor Classification

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Dynamic Feature Selection in Incremental Hierarchical Clustering

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Fast Feature Selection Using Partial Correlation for Multi-vaslued Attributes

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Forecasting Time Series Combining Machine Learning and Box-Jenkins Time Series

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

Filtering Noisy Continuous Labeled Examples

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

Collecting Quality Data for Database Mining

AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Genetic Algorithms to Optimise CBR Retrieval

EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning

Feature Selection via Genetic Optimization

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

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

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

Finding Essential Attributes in Binary Data

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

Consistency Based Feature Selection

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

RADAR: Finding Analogies Using Attributes of Structure

AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science

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

Sharper Bounds for the Hardness of Prototype and Feature Selection

ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory

Feature Selection as Retrospective Pruning in Hierarchical Clustering

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

From Theoretical Learnability to Statistical Measures of the Learnable

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

Evaluating Feature Selection Algorithms

CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence

Integrating feature and instance selection for text classification

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

Data reduction: feature selection

Handbook of data mining and knowledge discovery

Feature Weighting in k-Means Clustering

Machine Learning

Learning juntas

Proceedings of the thirty-fifth annual ACM symposium on Theory of computing

Finding Essential Attributes from Binary Data

Annals of Mathematics and Artificial Intelligence

Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification

Journal of Mathematical Imaging and Vision

Perceptual Learning and Abstraction in Machine Learning

ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics

An introduction to variable and feature selection

The Journal of Machine Learning Research

Use of the zero norm with linear models and kernel methods

The Journal of Machine Learning Research

Floating search algorithm for structure learning of Bayesian network classifiers

Pattern Recognition Letters

Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach

IEEE Transactions on Knowledge and Data Engineering

Benchmarking Attribute Selection Techniques for Discrete Class Data Mining

IEEE Transactions on Knowledge and Data Engineering

Active Sampling for Feature Selection

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Efficiently handling feature redundancy in high-dimensional data

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

Fast video segment retrieval by sort-merge feature selection, boundary refinement, and lazy evaluation

Computer Vision and Image Understanding - Special isssue on video retrieval and summarization

Consistency-based search in feature selection

Artificial Intelligence

Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination

IEEE Intelligent Systems

Improving classification of microarray data using prototype-based feature selection

ACM SIGKDD Explorations Newsletter

Automated selection of auto crash causes

ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference

On path-based learning and its applications in delay test and diagnosis

Proceedings of the 41st annual Design Automation Conference

Subspace clustering for high dimensional data: a review

ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets

Conceptual Combination with PUNC

Artificial Intelligence Review

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

Simultaneous Feature Selection and Clustering Using Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Conceptual Combination with PUNC

Artificial Intelligence Review

Pre-selection of independent binary features: an application to diagnosing Scrapie in sheep

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence

A selective sampling approach to active feature selection

Artificial Intelligence

Learning functions of k relevant variables

Journal of Computer and System Sciences - Special issue: STOC 2003

Exact and approximate discrete optimization algorithms for finding useful disjunctions of categorical predicates in data analysis

Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)

Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Classification and knowledge discovery in protein databases

Journal of Biomedical Informatics - Special issue: Biomedical machine learning

Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research

Application of optimization techniques to parameter set-up in scheduling

Computers in Industry

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

Performance analysis of a greedy algorithm for inferring boolean functions

Information Processing Letters

Best terms: an efficient feature-selection algorithm for text categorization

Knowledge and Information Systems

Feature influence for evolutionary learning

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

A New Dependency and Correlation Analysis for Features

IEEE Transactions on Knowledge and Data Engineering

Linear-Time Wrappers to Identify Atypical Points: Two Subset Generation Methods

IEEE Transactions on Knowledge and Data Engineering

A feature selection technique for classificatory analysis

Pattern Recognition Letters

On Feature Selection through Clustering

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

A path-based methodology for post-silicon timing validation

Proceedings of the 2004 IEEE/ACM International conference on Computer-aided design

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing

IEEE Transactions on Knowledge and Data Engineering

Genetic algorithms for feature relevance assignment in memory-based language processing

ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7

Enhancing Density-Based Data Reduction Using Entropy

Neural Computation

Combining sample selection and error-driven pruning for machine learning of coreference rules

EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10

Conceptual combination with PUNC

Artificial Intelligence Review

Multitype Features Coselection for Web Document Clustering

IEEE Transactions on Knowledge and Data Engineering

Using genetic programming and decision trees for generating structural descriptions of four bar mechanisms

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

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

Journal of Biomedical Informatics

Information-preserving hybrid data reduction based on fuzzy-rough techniques

Pattern Recognition Letters

Generalized spectral bounds for sparse LDA

ICML '06 Proceedings of the 23rd international conference on Machine learning

ROC curves and video analysis optimization in intestinal capsule endoscopy

Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition

Support vector machines for dyadic data

Neural Computation

Feature selection in predicting the activity of cyclooxygenase-2 inhibitors

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

A bioinformatics framework for genotype-phenotype correlation in humans with Marfan syndrome caused by FBN1 gene mutations

Journal of Biomedical Informatics

A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples

Journal of Biomedical Informatics

Object tracking: A survey

ACM Computing Surveys (CSUR)

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

The Journal of Machine Learning Research

Non-parametric classifier-independent feature selection

Pattern Recognition

Data representations and generalization error in kernel based learning machines

Pattern Recognition

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

Pattern Recognition

A hybrid approach for feature subset selection using neural networks and ant colony optimization

Expert Systems with Applications: An International Journal

An integrated approach for operational knowledge acquisition of refuse incinerators

Expert Systems with Applications: An International Journal

Evaluation and classification of otoneurological data with new data analysis methods based on machine learning

Information Sciences: an International Journal

Ensemble methods for spoken emotion recognition in call-centres

Speech Communication

Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech

Computer Speech and Language

A linear wrapper for sample subset selection in atypical detection

Intelligent Data Analysis

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

Data Mining and Knowledge Discovery

Task decomposition and modular single-hidden-layer perceptron classifiers for multi-class learning problems

Pattern Recognition

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

Toward Attribute Efficient Learning of Decision Lists and Parities

The Journal of Machine Learning Research

Streamwise Feature Selection

The Journal of Machine Learning Research

Consistent Feature Selection for Pattern Recognition in Polynomial Time

The Journal of Machine Learning Research

Feature Selection via Coalitional Game Theory

Neural Computation

Aligning features with sense distinction dimensions

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

Instrumenting where it hurts: an automatic concurrent debugging technique

Proceedings of the 2007 international symposium on Software testing and analysis

Direct convex relaxations of sparse SVM

Proceedings of the 24th international conference on Machine learning

A study of local and global thresholding techniques in text categorization

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

Towards efficient variables ordering for Bayesian networks classifier

Data & Knowledge Engineering

Variable selection for wind power prediction using particle swarm optimization

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Feature selection for ranking

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Feature selection methods for text classification

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Feature selection and blind source separation in an EEG-based brain-computer interface

EURASIP Journal on Applied Signal Processing

Selecting representative examples and attributes by a genetic algorithm

Intelligent Data Analysis

Dependency-based feature selection for clustering symbolic data

Intelligent Data Analysis

A stability index for feature selection

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications

A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue

Artificial Intelligence in Medicine

Spectral clustering with eigenvector selection

Pattern Recognition

GSM indoor localization

Pervasive and Mobile Computing

Localized feature selection for clustering

Pattern Recognition Letters

Temporal and spatial features of single-trial EEG for brain-computer interface

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

Query processing over incomplete autonomous databases

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

A fast separability-based feature-selection method for high-dimensional remotely sensed image classification

Pattern Recognition

A fast separability-based feature-selection method for high-dimensional remotely sensed image classification

Pattern Recognition

MEDIC: Medical embedded device for individualized care

Artificial Intelligence in Medicine

Consensus unsupervised feature ranking from multiple views

Pattern Recognition Letters

Maximum patterns in datasets

Discrete Applied Mathematics

Pairwise vs global multi-class wrapper feature selection

AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6

Bayesian classification for the selection of in vitro human embryos using morphological and clinical data

Computer Methods and Programs in Biomedicine

Intelligent sensory evaluation: Concepts, implementations, and applications

Mathematics and Computers in Simulation

An efficient feature selection using multi-criteria in text categorization for naïve Bayes classifier

AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases

Feature selection algorithms in classification problems: an experimental evaluation

AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases

Feature subset selection based on ant colony optimization and support vector machine

ISCGAV'07 Proceedings of the 7th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision

Consistency measures for feature selection

Journal of Intelligent Information Systems

Evolutionary approach to combined multiple models tuning

International Journal of Knowledge-based and Intelligent Engineering Systems - Extended papers selected from KES-2006

Machine learning method for knowledge discovery experimented with otoneurological data

Computer Methods and Programs in Biomedicine

Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm

Pattern Recognition

Feature selection algorithms in classification problems: an experimental evaluation

Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine

Bayesian feature evaluation for visual saliency estimation

Pattern Recognition

Feature selection using localized generalization error for supervised classification problems using RBFNN

Pattern Recognition

CILoS: a CDMA indoor localization system

UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing

Kernels for Chemical Compounds in Biological Screening

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II

Neural Network Based Recognition by Using Genetic Algorithm for Feature Selection of Enhanced Fingerprints

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II

Optimized Associative Memories for Feature Selection

IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I

Multi-source Data Modelling: Integrating Related Data to Improve Model Performance

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Restricted Sequential Floating Search Applied to Object Selection

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

Feature Selection Based on Sensitivity Analysis

Current Topics in Artificial Intelligence

Semiotics of Sounds Evoking Motions: Categorization and Acoustic Features

Computer Music Modeling and Retrieval. Sense of Sounds

Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition

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

Improved Bounds for Testing Juntas

APPROX '08 / RANDOM '08 Proceedings of the 11th international workshop, APPROX 2008, and 12th international workshop, RANDOM 2008 on Approximation, Randomization and Combinatorial Optimization: Algorithms and Techniques

Evaluation of automatic break insertion for an agglutinative and inflected language

Speech Communication

Estimation of relevance and fusion of data sources using belief function theory: application to bioprocess

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

REDUS: finding reducible subspaces in high dimensional data

Proceedings of the 17th ACM conference on Information and knowledge management

A Clustering Based Hybrid System for Mass Spectrometry Data Analysis

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

Feature Selection in Taxonomies with Applications to Paleontology

DS '08 Proceedings of the 11th International Conference on Discovery Science

Combined input variable selection and model complexity control for nonlinear regression

Pattern Recognition Letters

Marketing Segmentation Through Machine Learning Models

Social Science Computer Review

Data gravitation based classification

Information Sciences: an International Journal

A Novel GA-Taguchi-Based Feature Selection Method

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning

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

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

Neurocomputing

A feature selection technique for generation of classification committees and its application to categorization of laryngeal images

Pattern Recognition

The influence of search mechanisms in feature subset selection processes

Intelligent Decision Technologies

Variable selection for ad prediction

Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising

Feature selection with dynamic mutual information

Pattern Recognition

Employee turnover: a novel prediction solution with effective feature selection

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

Data preparation for sample-based face detection

International Journal of Computer Applications in Technology

A divide-and-conquer recursive approach for scaling up instance selection algorithms

Data Mining and Knowledge Discovery

A wrapper method for feature selection using Support Vector Machines

Information Sciences: an International Journal

A Statistical Approach for Binary Vectors Modeling and Clustering

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

Simultaneous input variable and basis function selection for RBF networks

Neurocomputing

Internet traffic classification demystified: myths, caveats, and the best practices

CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference

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

A neural network classifier with rough set-based feature selection to classify multiclass IC package products

Advanced Engineering Informatics

Age Classification System with ICA Based Local Facial Features

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II

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

A Genetic Programming Approach to Feature Selection and Classification of Instantaneous Cognitive States

Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing

Analytical features: a knowledge-based approach to audio feature generation

EURASIP Journal on Audio, Speech, and Music Processing

Bayesian reputation modeling in E-marketplaces sensitive to subjecthity, deception and change

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2

A Framework for Multi-class Learning in Micro-array Data Analysis

AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine

A statistical approach for selecting discriminative features of spatial regions of interest

Intelligent Data Analysis

Feature selection for activity recognition in multi-robot domains

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3

Dynamic Bayesian networks and variable length genetic algorithm for designing cue-based model for dialogue act recognition

Computer Speech and Language

On multivariate binary data clustering and feature weighting

Computational Statistics & Data Analysis

Interactive policy learning through confidence-based autonomy

Journal of Artificial Intelligence Research

Integrative Windowing

Journal of Artificial Intelligence Research

Explanation-based feature construction

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

Searching for interacting features

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

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

Expert Systems with Applications: An International Journal

Clustering stability-based feature selection for unsupervised texture classification

Machine Graphics & Vision International Journal

Query processing over incomplete autonomous databases: query rewriting using learned data dependencies

The VLDB Journal — The International Journal on Very Large Data Bases

An evolutionary method for combining different feature selection criteria in microarray data classification

Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences

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

Computer Methods and Programs in Biomedicine

Exploiting the human-machine gap in image recognition for designing CAPTCHAs

IEEE Transactions on Information Forensics and Security

Machine learning for event selection in high energy physics

Engineering Applications of Artificial Intelligence

Boosting feature selection using information metric for classification

Neurocomputing

Entropy and complexity measures for EEG signal classification of schizophrenic and control participants

Artificial Intelligence in Medicine

Gait feature subset selection by mutual information

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference

Pattern Recognition Methods for Acute Myeloid Leukemia (AML) Induction-Treatment Analysis

Proceedings of the 2009 conference on Computational Intelligence and Bioengineering: Essays in Memory of Antonina Starita

Selecting features of linear-chain conditional random fields via greedy stage-wise algorithms

Pattern Recognition Letters

The discriminating power of random features

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009

Hybridization of Evolutionary Mechanisms for Feature Subset Selection in Unsupervised Learning

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

Functional Feature Selection by Weighted Projections in Pathological Voice Detection

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

DensityRank: a novel feature ranking method based on kernel estimation

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

Exact and approximate discrete optimization algorithms for finding useful disjunctions of categorical predicates in data analysis

Discrete Applied Mathematics

Artificial neural networks with evolutionary instance selection for financial forecasting

Expert Systems with Applications: An International Journal

Performance analysis of a greedy algorithm for inferring Boolean functions

Information Processing Letters

A rough set-based case-based reasoner for text categorization

International Journal of Approximate Reasoning

Learning to classify by ongoing feature selection

Image and Vision Computing

A Trade-Off between Sample Complexity and Computational Complexity in Learning Boolean Networks from Time-Series Data

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

IPCM separability ratio for supervised feature selection

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Application of a generalization of russo's formula to learning from multiple random oracles

Combinatorics, Probability and Computing

Reducing the number of DNA primers for classifying pejibaye palm races using SVM

E-ACTIVITIES'09/ISP'09 Proceedings of the 8th WSEAS International Conference on E-Activities and information security and privacy

Feature selection for genomic data sets through feature clustering

International Journal of Data Mining and Bioinformatics

Bayesian network classifiers versus selective k-NN classifier

Pattern Recognition

Supervised feature selection by clustering using conditional mutual information-based distances

Pattern Recognition

An MLP-based feature subset selection for HIV-1 protease cleavage site analysis

Artificial Intelligence in Medicine

Correcting the Kullback-Leibler distance for feature selection

Pattern Recognition Letters

Model Selection: Beyond the Bayesian/Frequentist Divide

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

Improving performance of GP by adaptive terminal selection

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Feature analysis and classification of protein secondary structure data

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Feature extraction of weighted data for implicit variable selection

CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns

Improving automatic music genre classification with hybrid content-based feature vectors

Proceedings of the 2010 ACM Symposium on Applied Computing

Inductive logic programming algorithm for estimating quality of partial plans

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

A novel information theory method for filter feature selection

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

An improved version of the wrapper feature selection method based on functional decomposition

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

SVM-RFE with relevancy and redundancy criteria for gene selection

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

A novel metric for redundant gene elimination based on discriminative contribution

ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications

A wrapper-based feature selection method for ADMET prediction using evolutionary computing

EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics

Weighted feature extraction with a functional data extension

Neurocomputing

Feature Selection via Maximizing Fuzzy Dependency

Fundamenta Informaticae

On reduct construction algorithms

Transactions on computational science II

A model of user-oriented reduct construction for machine learning

Transactions on rough sets VIII

Public-key cryptography from different assumptions

Proceedings of the forty-second ACM symposium on Theory of computing

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

International Journal of Approximate Reasoning

Improved mass spectrometry peak intensity prediction by adaptive feature weighting

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Design of an automatic wood types classification system by using fluorescence spectra

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Objective image quality assessment based on support vector regression

IEEE Transactions on Neural Networks

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

A review of instance selection methods

Artificial Intelligence Review

On the relevance of linear discriminative features

Information Sciences: an International Journal

Extracting temporal signatures for comprehending systems biology models

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

SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion

Pattern Recognition

Empirical evaluation of feature selection methods in classification

Intelligent Data Analysis

Gene and sample selection for cancer classification with support vectors based t-statistic

Neurocomputing

Polarimetric SAR image classification using multifeatures combination and extremely randomized clustering forests

EURASIP Journal on Advances in Signal Processing - Special issue on advances in multidimensional synthetic aperture radar signal processing

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

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

Feature selection of RAPD haplotypes for identifying peach palm (Bactris gasipaes) landraces using SVM

WSEAS Transactions on Computers

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

IEEE Transactions on Information Technology in Biomedicine

Neural Network Classifier with Entropy Based Feature Selection on Breast Cancer Diagnosis

Journal of Medical Systems

Discriminative semi-supervised feature selection via manifold regularization

IEEE Transactions on Neural Networks

Selecting useful features for personal credit risk analysis

International Journal of Business Information Systems

Improving gender classification of blog authors

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Selection of relevant variables for industrial process modeling by combining experimental data sensitivity and human knowledge

Engineering Applications of Artificial Intelligence

An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

Knowledge-Based Systems

Measuring the interestingness of articles in a limited user environment

Information Processing and Management: an International Journal

Simultaneous feature selection and classification using kernel-penalized support vector machines

Information Sciences: an International Journal

Tournament searching method to feature selection problem

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

A new approach for EEG signal classification of schizophrenic and control participants

Expert Systems with Applications: An International Journal

The role of sparse data representation in semantic image understanding

ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I

Enhancing content-based image retrieval using machine learning techniques

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

Transductive learning from textual data with relevant example selection

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II

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

Pattern Recognition Letters

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

Proceedings of the 6th International COnference

Nearest-neighbor guided evaluation of data reliability and its applications

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

Feature selection using fuzzy entropy measures with similarity classifier

Expert Systems with Applications: An International Journal

Computer aided diagnosis of Alzheimer's disease using component based SVM

Applied Soft Computing

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

Computers in Biology and Medicine

Feature selection under learning to rank model for multimedia retrieve

ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service

Two learning approaches for a rule-based intuitive reasoner

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 Boolean function approach to feature selection in consistent decision information systems

Expert Systems with Applications: An International Journal

A dimensionality reduction based on feature quality measure

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

Application of wrapper methods for feature selection in modelling ripening process of a viticulture crop

ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science

A hybrid feature selection scheme for unsupervised learning and its application in bearing fault diagnosis

Expert Systems with Applications: An International Journal

Testing juntas: a brief survey

Property testing

Competitive Boolean function evaluation: Beyond monotonicity, and the symmetric case

Discrete Applied Mathematics

Neural network topology optimization

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Testing juntas: a brief survey

Property testing

DRFE: dynamic recursive feature elimination for gene identification based on random forest

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

A new feature selection algorithm based on binomial hypothesis testing for spam filtering

Knowledge-Based Systems

Combining functional networks and sensitivity analysis as wrapper method for feature selection

Expert Systems with Applications: An International Journal

Correntropy based feature selection using binary projection

Pattern Recognition

A novel attribute weighting algorithm for clustering high-dimensional categorical data

Pattern Recognition

Simultaneous model selection and feature selection via BYY harmony learning

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

An empirical approach to model selection through validation for censored survival data

Journal of Biomedical Informatics

Narrowing the modeling gap: a cluster-ranking approach to coreference resolution

Journal of Artificial Intelligence Research

Distributed learning with data reduction

Transactions on computational collective intelligence IV

Automatically building training examples for entity extraction

CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning

An intelligent automated recognition system of abnormal structures in WCE images

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I

Investigating a novel GA-based feature selection method using improved KNN classifiers

International Journal of Information and Communication Technology

Automatic detection system of cervical cancer cells using color intensity classification

Proceedings of the 15th WSEAS international conference on Computers

Generalization and optimization of feature set for accurate identification of P2P Traffic in the internet using neural network

WSEAS TRANSACTIONS on COMMUNICATIONS

Minimizing neighborhood evidential decision error for feature evaluation and selection based on evidence theory

Expert Systems with Applications: An International Journal

Determining solution space characteristics for real-time strategy games and characterizing winning strategies

International Journal of Computer Games Technology

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

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection

Expert Systems with Applications: An International Journal

Events, neural systems and time series

ServiceWave'10 Proceedings of the 2010 international conference on Towards a service-based internet

Query sampling for learning data fusion

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

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

Robust feature selection by mutual information distributions

UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence

Bayesian classification and feature selection from finite data sets

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

Combining feature and example pruning by uncertainty minimization

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

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

Survey and taxonomy of feature selection algorithms in intrusion detection system

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

Feature selection with particle swarms

CIS'04 Proceedings of the First international conference on Computational and Information Science

Feature elimination approach based on random forest for cancer diagnosis

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

On combining fractal dimension with GA for feature subset selecting

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

Optimizing weighted kernel function for support vector machine by genetic algorithm

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

Improving SVM-Linear predictions using CART for example selection

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

A feature generation algorithm for sequences with application to splice-site prediction

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

Difference similitude method in knowledge reduction

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery

Gene selection using rough set theory

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology

A simple feature reduction method for the detection of long biological signals

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

Data clustering: a user’s dilemma

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence

Developing robust models for favourability analysis

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis

Classifying credit ratings for Asian banks using integrating feature selection and the CPDA-based rough sets approach

Knowledge-Based Systems

Fuzzy criteria for feature selection

Fuzzy Sets and Systems

Comparative analysis of learning and meta-learning algorithms for creating models for predicting the probable alcohol level during the ripening of grape berries

Computers and Electronics in Agriculture

Feature subset selection with cumulate conditional mutual information minimization

Expert Systems with Applications: An International Journal

High-dimensional micro-array data classification using minimum description length and domain expert knowledge

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

On the use of variable complementarity for feature selection in cancer classification

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

Learning juntas in the presence of noise

TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation

Using ensemble feature selection approach in selecting subset with relevant features

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

The practical method of fractal dimensionality reduction based on z-ordering technique

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

Effective feature preprocessing for time series forecasting

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

A model of machine learning based on user preference of attributes

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

Studying aesthetics in photographic images using a computational approach

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III

Application of feature selection for unsupervised learning in prosecutors' office

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

Application of a genetic algorithm — support vector machine hybrid for prediction of clinical phenotypes based on genome-wide SNP profiles of sib pairs

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

A novel feature ensemble technology to improve prediction performance of multiple heterogeneous phenotypes based on microarray data

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

Efficient case based feature construction

ECML'05 Proceedings of the 16th European conference on Machine Learning

Data partitioning evaluation measures for classifier ensembles

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems

Feature selection method using preferences aggregation

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

Data mining on crash simulation data

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

Automatic view selection: an application to image mining

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

An evaluation of filter and wrapper methods for feature selection in categorical clustering

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

Gene selection through sensitivity analysis of support vector machines

CompLife'05 Proceedings of the First international conference on Computational Life Sciences

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

Entropy criterion for classifier-independent feature selection

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

Stable bounded canonical sets and image matching

EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition

Unified kernel function and its training method for SVM

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

A multi-information based gene scoring method for analysis of gene expression data

Transactions on Computational Systems Biology V

Combining Uncertainty Sampling methods for supporting the generation of meta-examples

Information Sciences: an International Journal

Unsupervised gene selection and clustering using simulated annealing

WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications

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

Pattern Recognition

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

Information Sciences: an International Journal

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

Applied Soft Computing

Clustering avatars behaviours from virtual worlds interactions

Proceedings of the 4th International Workshop on Web Intelligence & Communities

On feature selection with principal component analysis for one-class SVM

Pattern Recognition Letters

Feature selection for MAUC-oriented classification systems

Neurocomputing

Modelling of water quality: an application to a water treatment process

Applied Computational Intelligence and Soft Computing

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

Expert Systems with Applications: An International Journal

A new feature selection based on comprehensive measurement both in inter-category and intra-category for text categorization

Information Processing and Management: an International Journal

Application of global optimization methods to model and feature selection

Pattern Recognition

SpaGRID: a spatial grid framework for high dimensional medical databases

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I

Novel hybrid feature selection algorithms for diagnosing erythemato-squamous diseases

HIS'12 Proceedings of the First international conference on Health Information Science

Features selection from high-dimensional web data using clustering analysis

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics

Prediction of mitochondrial matrix protein structures based on feature selection and fragment assembly

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Causal learnability

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

Reinforcement learning for rule extraction from a labeled dataset

Cognitive Systems Research

An efficient feature selection method for mobile devices with application to activity recognition

Neurocomputing

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients

Expert Systems with Applications: An International Journal

Automatic categorisation of comments in social news websites

Expert Systems with Applications: An International Journal

A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier

Expert Systems with Applications: An International Journal

An effective early fraud detection method for online auctions

Electronic Commerce Research and Applications

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

International Journal of Business Intelligence and Data Mining

On developing robust models for favourability analysis: Model choice, feature sets and imbalanced data

Decision Support Systems

Rough Rule Extracting From Various Conditions: Incremental and Approximate Approaches for Inconsistent Data

Fundamenta Informaticae

InstanceRank based on borders for instance selection

Pattern Recognition

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

Pattern Recognition

Ontology-guided feature engineering for clinical text classification

Journal of Biomedical Informatics

The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection

Web Semantics: Science, Services and Agents on the World Wide Web

Evolutionary generation of neural network classifiers-An empirical comparison

Neurocomputing

Two way focused classification

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

When does greedy learning of relevant attributes succeed?: a fourier-based characterization

COCOON'07 Proceedings of the 13th annual international conference on Computing and Combinatorics

Unsupervised feature and model selection for generalized Dirichlet mixture models

ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition

Automatic and Adaptive Classification of Electroencephalographic Signals for Brain Computer Interfaces

Journal of Medical Systems

Hybrid approach for diagnosing thyroid, hepatitis, and breast cancer based on correlation based feature selection and Naïve bayes

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV

Argumentation strategies for task delegation

EUMAS'11 Proceedings of the 9th European conference on Multi-Agent Systems

Recognizing internal states of other agents to anticipate and coordinate interactions

EUMAS'11 Proceedings of the 9th European conference on Multi-Agent Systems

Score-based methods for learning Markov boundaries by searching in constrained spaces

Data Mining and Knowledge Discovery

A scalable approach to simultaneous evolutionary instance and feature selection

Information Sciences: an International Journal

Feature Reduction with Inconsistency

International Journal of Cognitive Informatics and Natural Intelligence

Reverse active learning for optimising information extraction training production

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

Opcode sequences as representation of executables for data-mining-based unknown malware detection

Information Sciences: an International Journal

A weighting k-modes algorithm for subspace clustering of categorical data

Neurocomputing

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

A local information-based feature-selection algorithm for data regression

Pattern Recognition

A stochastic hyperheuristic for unsupervised matching of partial information

Advances in Artificial Intelligence

Toward an efficient and scalable feature selection approach for internet traffic classification

Computer Networks: The International Journal of Computer and Telecommunications Networking

Robust image annotation via simultaneous feature and sample outlier pursuit

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

Robust pixel-based classification of obstacles for robotic harvesting of sweet-pepper

Computers and Electronics in Agriculture

Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires

Computers and Electronics in Agriculture

A reinforcement learning approach to autonomous decision-making in smart electricity markets

Machine Learning

Modeling plasma surface modification of textile fabrics using artificial neural networks

Engineering Applications of Artificial Intelligence

Multiple Kernel Learning with Fisher Kernels for High Frequency Currency Prediction

Computational Economics

Nonnegative Least-Squares Methods for the Classification of High-Dimensional Biological Data

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

Modeling hybrid rough set-based classification procedures to identify hemodialysis adequacy for end-stage renal disease patients

Computers in Biology and Medicine

Crowd synthesis: extracting categories and clusters from complex data

Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

Reutilization of diagnostic cases by adaptation of knowledge models

Engineering Applications of Artificial Intelligence

Autonomous knowledge acquisition based on artificial curiosity: Application to mobile robots in an indoor environment

Robotics and Autonomous Systems

Feature selection filter for classification of power system operating states

Computers & Mathematics with Applications

Input variable selection in time-critical knowledge integration applications: A review, analysis, and recommendation paper

Advanced Engineering Informatics

Texture and color based image segmentation and pathology detection in capsule endoscopy videos

Computer Methods and Programs in Biomedicine

Text classification using a few labeled examples

Computers in Human Behavior

Novel feature selection methods to financial distress prediction

Expert Systems with Applications: An International Journal

An improved boosting based on feature selection for corporate bankruptcy prediction

Expert Systems with Applications: An International Journal

Efficient feature size reduction via predictive forward selection

Pattern Recognition

Bioprocess diagnosis based on the empirical use of distance measures in the theory of belief functions

Engineering Applications of Artificial Intelligence

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

Artificial Intelligence in Medicine

A survey on feature selection methods

Computers and Electrical Engineering

Fuzzy clustering with biological knowledge for gene selection

Applied Soft Computing

Investigating the performance improvement of HRV Indices in CHF using feature selection methods based on backward elimination and statistical significance

Computers in Biology and Medicine

Updating attribute reduction in incomplete decision systems with the variation of attribute set

International Journal of Approximate Reasoning

IMPROVING THE PREDICTION ACCURACY OF SOFTWARE DEVELOPMENT COST MODELS

Journal of Integrated Design & Process Science

A scatter method for data and variable importance evaluation

Integrated Computer-Aided Engineering

A novel feature subset selection algorithm based on association rule mining

Intelligent Data Analysis