EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection

[1]  Hugo Jair Escalante,et al.  MOPG: a multi-objective evolutionary algorithm for prototype generation , 2017, Pattern Analysis and Applications.

[2]  Hugo Jair Escalante,et al.  PGGP: Prototype Generation via Genetic Programming , 2016, Appl. Soft Comput..

[3]  Hugo Jair Escalante,et al.  Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection , 2014, CIARP.

[4]  Francisco Herrera,et al.  Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  Francisco Herrera,et al.  Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification , 2011, Pattern Recognit..

[6]  José Francisco Martínez Trinidad,et al.  Prototype Selection Methods , 2010 .

[7]  Inés María Galván,et al.  AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[8]  Utpal Garain,et al.  Prototype reduction using an artificial immune model , 2008, Pattern Analysis and Applications.

[9]  Philip S. Yu,et al.  Top 10 algorithms in data mining , 2007, Knowledge and Information Systems.

[10]  Qingfu Zhang,et al.  MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.

[11]  Janez Demsar,et al.  Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..

[12]  Fernando Fernández,et al.  Evolutionary Design of Nearest Prototype Classifiers , 2004, J. Heuristics.

[13]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[14]  David W. Corne,et al.  Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy , 2000, Evolutionary Computation.

[15]  Tony R. Martinez,et al.  Reduction Techniques for Instance-Based Learning Algorithms , 2000, Machine Learning.

[16]  J. D. Schaffer,et al.  Multiple Objective Optimization with Vector Evaluated Genetic Algorithms , 1985, ICGA.

[17]  Francisco Herrera,et al.  A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[18]  Loris Nanni,et al.  Particle swarm optimization for prototype reduction , 2009, Neurocomputing.

[19]  Marco Laumanns,et al.  SPEA2: Improving the Strength Pareto Evolutionary Algorithm For Multiobjective Optimization , 2002 .