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APIN
2004
116views more  APIN 2004»
13 years 7 months ago
Neural Learning from Unbalanced Data
This paper describes the result of our study on neural learning to solve the classification problems in which data is unbalanced and noisy. We conducted the study on three differen...
Yi Lu Murphey, Hong Guo, Lee A. Feldkamp
BMCBI
2004
113views more  BMCBI 2004»
13 years 7 months ago
Oligo kernels for datamining on biological sequences: a case study on prokaryotic translation initiation sites
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
Peter Meinicke, Maike Tech, Burkhard Morgenstern, ...
CORR
2004
Springer
180views Education» more  CORR 2004»
13 years 7 months ago
Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning
Social insect societies and more specifically ant colonies, are distributed systems that, in spite of the simplicity of their individuals, present a highly structured social organi...
Vitorino Ramos, Juan J. Merelo Guervós
JODL
2000
194views more  JODL 2000»
13 years 7 months ago
An open electronic marketplace through agent-based workflows: MOPPET
We propose an electronic marketplace architecture, called MOPPET, where the commerce processes in the marketplace are modeled as adaptable agent-based workflows. The higher level ...
Sena Nural Arpinar, Asuman Dogac, Nesime Tatbul
JSS
2000
85views more  JSS 2000»
13 years 7 months ago
An experimental comparison of reading techniques for defect detection in UML design documents
The basic motivation for software inspections is to detect and remove defects before they propagate to subsequent development phases where their detection and removal becomes more...
Oliver Laitenberger, Colin Atkinson, Maud Schlich,...
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