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» Feature Subset Selection Using a Genetic Algorithm
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SEBD
2008
169views Database» more  SEBD 2008»
13 years 10 months ago
Clustering the Feature Space
Abstract Dino Ienco and Rosa Meo Dipartimento di Informatica, Universit`a di Torino, Italy In this paper we propose and test the use of hierarchical clustering for feature selectio...
Dino Ienco, Rosa Meo
CEC
2008
IEEE
14 years 3 months ago
Solving deceptive problems using a genetic algorithm with reserve selection
— Deceptive problems are a class of challenging problems for conventional genetic algorithms (GAs), which usually mislead the search to some local optima rather than the global o...
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
ICDAR
2003
IEEE
14 years 2 months ago
Optimizing Binary Feature Vector Similarity Measure using Genetic Algorithm and Handwritten Character Recognition
Classifying an unknown input is a fundamental problem in pattern recognition. A common method is to define a distance metric between patterns and find the most similar pattern i...
Sung-Hyuk Cha, Charles C. Tappert, Sargur N. Sriha...
GECCO
2003
Springer
124views Optimization» more  GECCO 2003»
14 years 2 months ago
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
Abstract. When Genetic Algorithms (GAs) are employed in multimodal function optimization, engineering and machine learning, identifying multiple peaks and maintaining subpopulation...
Chien-Feng Huang
MVA
1994
142views Computer Vision» more  MVA 1994»
13 years 10 months ago
The Evaluation of Textile Design's Visual Feature by Using a Genetic Algorithm
The designs that have been stored in early days are often used as a reference when textile designs are created. To effectively use these resources, a wellequipped design database ...
Ken'ichi Ohta, Kouichi Nishida, Fujio Miyawaki, Ka...