A note on genetic algorithms for large-scale feature selection

Exploring the Power of Genetic Search in Learning Symbolic Classifiers

IEEE Transactions on Pattern Analysis and Machine Intelligence

A new approach for evolving clusters

Proceedings of the 1999 ACM symposium on Applied computing

Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence

Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural networks, and genetic algorithm: a case study in romantic decision support

Decision Support Systems

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery

Pattern Recognition Letters

On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection

Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight

Combination of Invariant Pattern Recognition Primitives on Technical Documents

GREC '99 Selected Papers from the Third International Workshop on Graphics Recognition, Recent Advances

Co-operative Evolution of a Neural Classifier and Feature Subset

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Texture Classification Based on Coevolution Approach in Multiwavelet Feature Space

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Comparison of Classifier-Specific Feature Selection Algorithms

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

A Divergence Criterion for Classifier-Independent Feature Selection

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding

CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns

Evolution of Reference Sets in Nearest Neighbor Classification

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Intelligent filtering with genetic algorithms and fuzzy logic

Technologies for constructing intelligent systems

On learning to predict web traffic

Decision Support Systems - Special issue: Web data mining

Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition

ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2

Feature learning with a genetic algorithm for fluorescence fingerprinting of plant species

Pattern Recognition Letters

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

IEEE Transactions on Knowledge and Data Engineering

Toward Global Optimization of Case-Based Reasoning Systems for Financial Forecasting

Applied Intelligence

Hybrid Genetic Algorithms for Feature Selection

IEEE Transactions on Pattern Analysis and Machine Intelligence

GA-facilitated classifier optimization with varying similarity measures

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

Stock prediction based on financial correlation

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

Nonlinear feature extraction using a neuro genetic hybrid

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

ImprovingWriter Identification by Means of Feature Selection and Extraction

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition

Feature selection for air quality forecasting: a genetic algorithm approach

AI Communications - Binding Environmental Sciences and Artificial Intelligence

Multi-sensor fusion: an Evolutionary algorithm approach

Information Fusion

A case-based reasoning system with the two-dimensional reduction technique for customer classification

Expert Systems with Applications: An International Journal

Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier

Pattern Recognition Letters

Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation

Applied Soft Computing

Genetic-fuzzy rule mining approach and evaluation of feature selection techniques for anomaly intrusion detection

Pattern Recognition

Isotonic Separation

INFORMS Journal on Computing

A novel cascade ensemble classifier system with a high recognition performance on handwritten digits

Pattern Recognition

A novel prostate cancer classification technique using intermediate memory tabu search

EURASIP Journal on Applied Signal Processing

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

A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines

Intelligent Data Analysis

GFAM: Evolving Fuzzy ARTMAP neural networks

Neural Networks

Using genetic feature selection for improving cyber attack detection rate

ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology

Classifier design with feature selection and feature extraction using layered genetic programming

Expert Systems with Applications: An International Journal

Linear feature extraction by integrating pairwise and global discriminatory information via sequential forward floating selection and kernel QR factorization with column pivoting

Pattern Recognition

Search-intensive concept induction

Evolutionary Computation

A multilevel tabu search algorithm for the feature selection problem in biomedical data

Computers & Mathematics with Applications

Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms

Journal of Signal Processing Systems

Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums

ACM Transactions on Information Systems (TOIS)

A genetic feature weighting scheme for pattern recognition

Integrated Computer-Aided Engineering

Supervised pattern recognition for the prediction of contrast-enhancement appearance in brain tumors from multivariate magnetic resonance imaging and spectroscopy

Artificial Intelligence in Medicine

Genetically programmed-based artificial features extraction applied to fault detection

Engineering Applications of Artificial Intelligence

Subspace based feature selection for pattern recognition

Information Sciences: an International Journal

Particle swarm optimization for pap-smear diagnosis

Expert Systems with Applications: An International Journal

Enhanced feature selection models using gradient-based and point injection techniques

Neurocomputing

A Genetic Based Approach to the Type I Structure Identification Problem

Informatica

Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Global optimization of case-based reasoning for breast cytology diagnosis

Expert Systems with Applications: An International Journal

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

Pattern Recognition

Text feature selection using ant colony optimization

Expert Systems with Applications: An International Journal

Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach

Applied Soft Computing

Cluster based evolving FCBR for flow time prediction in semiconductor manufacturing factory

ACS'08 Proceedings of the 8th conference on Applied computer scince

Different metaheuristic strategies to solve the feature selection problem

Pattern Recognition Letters

A genetic encoding approach for learning methods for combining classifiers

Expert Systems with Applications: An International Journal

Investigation of genetic algorithms contribution to feature selection for oil spill detection

International Journal of Remote Sensing

Particle Swarms for Feature Extraction of Hyperspectral Data

IEICE - Transactions on Information and Systems

Feature Selection in Genetic Fuzzy Discretization for the Pattern Classification Problems

IEICE - Transactions on Information and Systems

Feature selection using tabu search with long-term memories and probabilistic neural networks

Pattern Recognition Letters

The search for optimal feature set in power quality event classification

Expert Systems with Applications: An International Journal

How many hidden layers and nodes?

International Journal of Remote Sensing

An improvement on floating search algorithms for feature subset selection

Pattern Recognition

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

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

Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach

Proceedings of the 11th International Conference on Electronic Commerce

Genetic programming for improved data mining: application to the biochemistry of protein interactions

GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation

A direct evolutionary feature extraction algorithm for classifying high dimensional data

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

A new feature selection method based on association rules for diagnosis of erythemato-squamous diseases

Expert Systems with Applications: An International Journal

A novel ACO-GA hybrid algorithm for feature selection in protein function prediction

Expert Systems with Applications: An International Journal

Application of a 3NN+1 based CBR system to segmentation of the notebook computers market

Expert Systems with Applications: An International Journal

Feature selection under a complexity constraint

IEEE Transactions on Multimedia - Special section on communities and media computing

Normalized mutual information feature selection

IEEE Transactions on Neural Networks

Evolutionary discriminant feature extraction with application to face recognition

EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective

Factor analysisin data mining

Computers & Mathematics with Applications

A novel hybrid ACO-GA algorithm for text feature selection

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

Learning Bayesian networks to perform feature selection

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

On preprocessing data for financial credit risk evaluation

Expert Systems with Applications: An International Journal

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

Bayesian network classifiers versus selective k-NN classifier

Pattern Recognition

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

Pattern Recognition

Evolutionarily optimized features in functional link neural network for classification

Expert Systems with Applications: An International Journal

Honey Bees Mating Optimization algorithm for financial classification problems

Applied Soft Computing

Genetic algorithm optimized feature transformation: a comparison with different classifiers

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

Using genetic algorithms for data mining optimization in an educational web-based system

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

Feature selection using ant colony optimization (ACO): a new method and comparative study in the application of face recognition system

ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications

Using Bayesian network and AIS to perform feature subset selection

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications

Using ant colony optimization-based selected features for predicting post-synaptic activity in proteins

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

Feature discovery in reinforcement learning using genetic programming

EuroGP'08 Proceedings of the 11th European conference on Genetic programming

Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection

Pattern Recognition Letters

Optimization of the hölder image descriptor using a genetic algorithm

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

Computer-aided diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction

Artificial Intelligence in Medicine

Text-independent speaker verification using ant colony optimization-based selected features

Expert Systems with Applications: An International Journal

3D Image Analysis and Artificial Intelligence for Bone Disease Classification

Journal of Medical Systems

Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

Decision Support Systems

RF specification test compaction using learning machines

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Nearest-neighbor guided evaluation of data reliability and its applications

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

Time space tradeoffs in GA based feature selection for workload characterization

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

Barley seeds classification with a genetically optimized kernel density estimator

CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics

Brainy: effective selection of data structures

Proceedings of the 32nd ACM SIGPLAN conference on Programming language design and implementation

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

International Journal of Information and Communication Technology

Intelligent fault diagnosis of rotating machinery using infrared thermal image

Expert Systems with Applications: An International Journal

Multi-population genetic algorithm for feature selection

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II

Ant colony optimization combining with mutual information for feature selection in support vector machines

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Test-retest reliability and feature selection in physiological time series classification

Computer Methods and Programs in Biomedicine

A hybrid learning strategy for discovery of policies of action

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

Dimensionality reduction for evolving RBF networks with particle swarms

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

Combining SOM and GA-CBR for flow time prediction in semiconductor manufacturing factory

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

An effective feature selection scheme via genetic algorithm using mutual information

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

Multi-objective genetic algorithms to create ensemble of classifiers

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

Collaborative Filtering with a User-Item Matrix Reduction Technique

International Journal of Electronic Commerce

Memetic feature selection: benchmarking hybridization schemata

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Adaptation methodology of CBR for environmental emergency preparedness system based on an Improved Genetic Algorithm

Expert Systems with Applications: An International Journal

A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems

A Hybrid Automatic System for the Diagnosis of Lung Cancer Based on Genetic Algorithm and Fuzzy Extreme Learning Machines

Journal of Medical Systems

Feature selection and clustering in software quality prediction

EASE'07 Proceedings of the 11th international conference on Evaluation and Assessment in Software Engineering

Optimal sensors placement for failures detection and isolation

VECoS'09 Proceedings of the Third international conference on Verification and Evaluation of Computer and Communication Systems

How to reduce dimension while improving performance

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

An Evolutionary Algorithm Approach for Feature Generation from Sequence Data and Its Application to DNA Splice Site Prediction

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

ε - Optimal Stopping Time for Genetic Algorithms

Fundamenta Informaticae

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning

Information Sciences: an International Journal

Adaptive SVM-Based classification systems based on the improved endocrine-based PSO algorithm

AMT'12 Proceedings of the 8th international conference on Active Media Technology

Human action recognition optimization based on evolutionary feature subset selection

Proceedings of the 15th annual conference on Genetic and evolutionary computation

Evolutionary computation for supervised learning

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

Improving the performance of active voxel selection in the analysis of fMRI data using genetic algorithms

Proceedings of the 6th Balkan Conference in Informatics

Texture classification using kernel-based techniques

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I

Evolutionary joint selection to improve human action recognition with RGB-D devices

Expert Systems with Applications: An International Journal

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

Pattern Recognition Letters

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Expert Systems with Applications: An International Journal

Filter-based optimization techniques for selection of feature subsets in ensemble systems

Expert Systems with Applications: An International Journal