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Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I, 2010, p.601-610

2010

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Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms

IEEE transactions on systems, man and cybernetics. Part B, Cybernetics, 2012-10, Vol.42 (5), p.1383-1397

2012

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IEEE_Xplore

A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms

Advances in Computational Intelligence, p.174-182

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Inducing semantic relations from conceptual spaces: A data-driven approach to plausible reasoning

Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets

Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

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

Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis

Evolutionary-based selection of generalized instances for imbalanced classification

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Analyzing convergence performance of evolutionary algorithms: A statistical approach

Integrating a differential evolution feature weighting scheme into prototype generation

A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection

A Survey on Evolutionary Instance Selection and Generation

Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers

Evolutionary selection of hyperrectangles in nested generalized exemplar learning

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

On the statistical analysis of the parameters’ trend in a machine learning algorithm

Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes

A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection

IFS-CoCo in the Landscape Contest: Description and Results

A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification

A preliminary study on the selection of generalized instances for imbalanced classification

Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms

A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms

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