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GECCO
2004
Springer
15 years 3 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...
ITS
2004
Springer
165views Multimedia» more  ITS 2004»
15 years 3 months ago
Knowledge Representation Requirements for Intelligent Tutoring Systems
In this paper, we make a first effort to define requirements for knowledge representation (KR) in an ITS. The requirements concern all stages of an ITS’s life cycle (construction...
Ioannis Hatzilygeroudis, Jim Prentzas
GECCO
2004
Springer
15 years 3 months ago
Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms
Application-specific, parameterized local search algorithms (PLSAs), in which optimization accuracy can be traded off with runtime, arise naturally in many optimization contexts....
Neal K. Bambha, Shuvra S. Bhattacharyya, Jürg...
BMCBI
2004
116views more  BMCBI 2004»
14 years 9 months ago
Array-A-Lizer: A serial DNA microarray quality analyzer
Background: The proliferate nature of DNA microarray results have made it necessary to implement a uniform and quick quality control of experimental results to ensure the consiste...
Andreas Petri, Jan Fleckner, Mads Wichmann Matthie...
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ECAI
2004
Springer
15 years 3 months ago
The Semantic Grid: Myth Busting and Bridge Building
The Semantic Grid is an extension of the current Grid in which information and services are given well-defined meaning, better enabling computers and people to work in cooperation....
Carole A. Goble, David De Roure