Nearest neighbor classifier: simultaneous editing and feature selection

Design of an optimal nearest neighbor classifier using an intelligent genetic algorithm

Pattern Recognition Letters

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

Pattern Recognition Letters

Hybrid Genetic Algorithms for Feature Selection

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Expert Systems with Applications: An International Journal

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

Neighborhood classifiers

Expert Systems with Applications: An International Journal

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

Neurocomputing

Selecting Features and Objects for Mixed and Incomplete Data

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications

Global optimization of case-based reasoning for breast cytology diagnosis

Expert Systems with Applications: An International Journal

A study of project selection and feature weighting for analogy based software cost estimation

Journal of Systems and Software

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

Applied Soft Computing

A learning style classification mechanism for e-learning

Computers & Education

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

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

Expert Systems with Applications: An International Journal

Genetic algorithms in classifier fusion

Applied Soft Computing

Design of nearest neighbor classifiers: multi-objective approach

International Journal of Approximate Reasoning

A new design method for linguistically understandable fuzzy classifier

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems

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

Pattern Recognition

An efficient design of a nearest neighbor classifier for various-scale problems

Pattern Recognition Letters

Applying electromagnetism-like mechanism for feature selection

Information Sciences: an International Journal

Gene selection and sample classification on microarray data based on adaptive genetic algorithm/k-nearest neighbor method

Expert Systems with Applications: An International Journal

Evaluating case selection algorithms for analogical reasoning systems

IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I

Distributed learning with data reduction

Transactions on computational collective intelligence IV

Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem

International Journal of Applied Mathematics and Computer Science - Semantic Knowledge Engineering

An evolutionary multiobjective constrained optimisation approach for case selection: evaluation in a medical problem

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence

Hybrid genetic algorithms and case-based reasoning systems

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

Simultaneous features and objects selection for mixed and incomplete data

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications

Multi-population genetic algorithm for feature selection

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

A hybrid fuzzy-genetic algorithm

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

ARGEN + AREPO: improving the search process with artificial genetic engineering

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

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)

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

Information Sciences: an International Journal

Genetic algorithms in feature and instance selection

Knowledge-Based Systems

A scalable approach to simultaneous evolutionary instance and feature selection

Information Sciences: an International Journal

A hybrid analytical-heuristic method for calibrating land-use change models

Environmental Modelling & Software

Evolutionary computation for supervised learning

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

Intelligent feature and instance selection to improve nearest neighbor classifiers

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I

FRPS: A Fuzzy Rough Prototype Selection method

Pattern Recognition

Structure preserving non-negative matrix factorization for dimensionality reduction

Computer Vision and Image Understanding

A novel feature selection method and its application

Journal of Intelligent Information Systems

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

Expert Systems with Applications: An International Journal

Identifying predictive hubs to condense the training set of $$k$$-nearest neighbour classifiers

Computational Statistics