Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Learning Boolean concepts in the presence of many irrelevant features
Artificial Intelligence
Floating search methods in feature selection
Pattern Recognition Letters
Fundamentals of algorithmics
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
On the approximability of minimizing nonzero variables or unsatisfied relations in linear systems
Theoretical Computer Science
Memetic algorithms: a short introduction
New ideas in optimization
Feature Subset Selection Using a Genetic Algorithm
IEEE Intelligent Systems
Adaptive Selection Methods for Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Theoretical and Empirical Analysis of ReliefF and RReliefF
Machine Learning
An introduction to variable and feature selection
The Journal of Machine Learning Research
Hyperspectral Imaging: Techniques for Spectral Detection and Classification
Hyperspectral Imaging: Techniques for Spectral Detection and Classification
Hybrid Genetic Algorithms for Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Feature Selection via Analysis of Relevance and Redundancy
The Journal of Machine Learning Research
Toward Integrating Feature Selection Algorithms for Classification and Clustering
IEEE Transactions on Knowledge and Data Engineering
Markov blanket-embedded genetic algorithm for gene selection
Pattern Recognition
A Branch and Bound Algorithm for Feature Subset Selection
IEEE Transactions on Computers
Improving the efficiency of the extended compact genetic algorithm
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Band Selection for Hyperspectral Imagery Using Affinity Propagation
DICTA '08 Proceedings of the 2008 Digital Image Computing: Techniques and Applications
Adaptive cellular memetic algorithms
Evolutionary Computation
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
A hybrid search algorithm with heuristics for resource allocation problem
Information Sciences: an International Journal
Memetic algorithm with extended neighborhood search for capacitated arc routing problems
IEEE Transactions on Evolutionary Computation
Editor's remarks: evolutionary multiobjective optimization
IEEE Computational Intelligence Magazine
Genetic approaches to search for computing patterns in cellular automata
IEEE Computational Intelligence Magazine
IEEE Computational Intelligence Magazine
A Practical Approach to Microarray Data Analysis
A Practical Approach to Microarray Data Analysis
IEEE Transactions on Evolutionary Computation
Dimensionality reduction using genetic algorithms
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
Meta-Lamarckian learning in memetic algorithms
IEEE Transactions on Evolutionary Computation
Classification of adaptive memetic algorithms: a comparative study
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An Effective PSO-Based Memetic Algorithm for Flow Shop Scheduling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Coevolving Memetic Algorithms: A Review and Progress Report
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A Memetic Algorithm for VLSI Floorplanning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Wrapper–Filter Feature Selection Algorithm Using a Memetic Framework
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Multi-objective feature selection in music genre and style recognition tasks
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Feature selection for MAUC-oriented classification systems
Neurocomputing
Computers & Mathematics with Applications
Multi-objective optimization with estimation of distribution algorithm in a noisy environment
Evolutionary Computation
Investigating memetic algorithm in solving rough set attribute reduction
International Journal of Computer Applications in Technology
An analysis on separability for Memetic Computing automatic design
Information Sciences: an International Journal
Hi-index | 0.00 |
Feature selection has become the focus of many real-world application oriented developments and applied research in recent years. With the rapid advancement of computer and database technologies, problems "with hundreds and thousands of variables or features are now ubiquitous in pattern recognition, data mining, and machine learning [1], [2]. In this article, we consider two real-world feature selection applications: gene selection in cancer classification based on microarray data and band selection for pixel classification using hyperspectral imagery data.