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» Immune Network based Ensembles
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COMPLEX
2009
Springer
13 years 12 months ago
Immunization of Geographical Networks
We numerically investigate the epidemic spread phenomena and efficient immunization strategies on complex networks embedded in geometry. It is assumed that there exists an unavoida...
Bing Wang, Kazuyuki Aihara, Beom Jun Kim
DMIN
2006
158views Data Mining» more  DMIN 2006»
13 years 6 months ago
Ensemble Selection Using Diversity Networks
- An ideal ensemble is composed of base classifiers that perform well and that have minimal overlap in their errors. Eliminating classifiers from an ensemble based on a criterion t...
Qiang Ye, Paul W. Munro
IJCAI
2001
13 years 6 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
ISW
2010
Springer
13 years 3 months ago
Artificial Malware Immunization Based on Dynamically Assigned Sense of Self
Computer malwares (e.g., botnets, rootkits, spware) are one of the most serious threats to all computers and networks. Most malwares conduct their malicious actions via hijacking t...
Xinyuan Wang, Xuxian Jiang
IFIP12
2004
13 years 6 months ago
Ensembles of Multi-Instance Neural Networks
: Recently, multi-instance classification algorithm BP-MIP and multi-instance regression algorithm BP-MIR both based on neural networks have been proposed. In this paper, neural ne...
Min-Ling Zhang, Zhi-Hua Zhou