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GECCO
2004
Springer
15 years 10 months ago
GA-Facilitated Knowledge Discovery and Pattern Recognition Optimization Applied to the Biochemistry of Protein Solvation
Abstract. The authors present a GA optimization technique for cosinebased k-nearest neighbors classification that improves predictive accuracy in a class-balanced manner while sim...
Michael R. Peterson, Travis E. Doom, Michael L. Ra...
PKDD
2004
Springer
168views Data Mining» more  PKDD 2004»
15 years 10 months ago
Combining Winnow and Orthogonal Sparse Bigrams for Incremental Spam Filtering
Spam filtering is a text categorization task that has attracted significant attention due to the increasingly huge amounts of junk email on the Internet. While current best-pract...
Christian Siefkes, Fidelis Assis, Shalendra Chhabr...
HICSS
2003
IEEE
167views Biometrics» more  HICSS 2003»
15 years 10 months ago
Discovering Group Interaction Patterns in a Teachers Professional Community
Managers and group leaders of a community may not have enough information to help them direct the community development. In this paper, we adopt social network analysis, graph the...
Fu-ren Lin, Chun-Hung Chen, Kuo-Lung Tsai
DEXAW
2002
IEEE
102views Database» more  DEXAW 2002»
15 years 10 months ago
Designing a Curious Negotiator
In negotiation the exchange of contextual information is as important as the exchange of specific offers. The curious negotiator is a multiagent system with three types of agent. ...
John K. Debenham, Simeon J. Simoff
APAQS
2001
IEEE
15 years 9 months ago
Object-Oriented Program Behavior Analysis Based on Control Patterns
Code-patterns are statically recurring structure specific to a programming language. It can be parallel to aid in designing software systems for solving particular problems. Contr...
C.-C. Hwang, S.-K. Huang, D.-J. Chen, D. Chen