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DMIN
2006
132views Data Mining» more  DMIN 2006»
15 years 7 months ago
Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm
Discovering accurate and interesting classification rules is a significant task in the post-processing stage of a data mining (DM) process. Therefore, an optimization problem exis...
Janaki Gopalan, Reda Alhajj, Ken Barker
IJCAI
2001
15 years 7 months ago
Genetic Algorithm based Selective Neural Network Ensemble
Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper, the relationship between the generalization abilit...
Zhi-Hua Zhou, Jianxin Wu, Yuan Jiang, Shifu Chen
MVA
1994
142views Computer Vision» more  MVA 1994»
15 years 7 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...
CEC
2010
IEEE
15 years 7 months ago
A modified genetic algorithm for matching building sets with the histograms of forces
Abstract--This paper presents an approach to the task of locating a group of buildings based solely on their relative spatial relationships. This situation can occur in the problem...
Andrew R. Buck, James M. Keller, Marjorie Skubic
GECCO
2008
Springer
179views Optimization» more  GECCO 2008»
15 years 7 months ago
ASAGA: an adaptive surrogate-assisted genetic algorithm
Genetic algorithms (GAs) used in complex optimization domains usually need to perform a large number of fitness function evaluations in order to get near-optimal solutions. In rea...
Liang Shi, Khaled Rasheed