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130
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INCDM
2001
Springer
109views Data Mining» more  INCDM 2001»
15 years 8 months ago
Experience Management: The Fraunhofer IESE Experience Factory
: Experience Management (EM) is an area that is increasingly gaining importance. Its roots lie in Experimental Software Engineering ("Experience Factory"), in Artificial ...
Klaus-Dieter Althoff, Björn Decker, Susanne H...
112
Voted
BMCBI
2006
106views more  BMCBI 2006»
15 years 3 months ago
Gene and protein nomenclature in public databases
Background: Frequently, several alternative names are in use for biological objects such as genes and proteins. Applications like manual literature search, automated text-mining, ...
Katrin Fundel, Ralf Zimmer
136
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SASO
2008
IEEE
15 years 10 months ago
Evaporation as a Self-Adaptation Mechanism for PSO
This work extends the Particle Swarm Optimization (PSO) algorithm for working on dynamic environments. We propose an evaporation mechanism to solve the outdated memory problem. We...
Jose Luis Fernandez-Marquez, Josep Lluís Ar...
120
Voted
ATAL
2007
Springer
15 years 10 months ago
Towards reinforcement learning representation transfer
Transfer learning problems are typically framed as leveraging knowledge learned on a source task to improve learning on a related, but different, target task. Current transfer met...
Matthew E. Taylor, Peter Stone
PAKDD
2001
ACM
104views Data Mining» more  PAKDD 2001»
15 years 8 months ago
Optimizing the Induction of Alternating Decision Trees
The alternating decision tree brings comprehensibility to the performance enhancing capabilities of boosting. A single interpretable tree is induced wherein knowledge is distribute...
Bernhard Pfahringer, Geoffrey Holmes, Richard Kirk...