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CORR
2006
Springer
153views Education» more  CORR 2006»
15 years 3 months ago
Genetic Programming, Validation Sets, and Parsimony Pressure
Fitness functions based on test cases are very common in Genetic Programming (GP). This process can be assimilated to a learning task, with the inference of models from a limited n...
Christian Gagné, Marc Schoenauer, Marc Pari...
BMCBI
2007
77views more  BMCBI 2007»
15 years 3 months ago
The reactive metabolite target protein database (TPDB) - a web-accessible resource
Background: The toxic effects of many simple organic compounds stem from their biotransformation to chemically reactive metabolites which bind covalently to cellular proteins. To ...
Robert P. Hanzlik, Yakov M. Koen, Bhargav Theertha...
COMPUTER
2007
135views more  COMPUTER 2007»
15 years 3 months ago
A Language for Human Action
and therefore should be implemented outside the sensory-motor system. This way, meaning for a concept amounts to the content of a symbolic expression, a definition of the concept ...
Gutemberg Guerra-Filho, Yiannis Aloimonos
141
Voted
JMLR
2008
100views more  JMLR 2008»
15 years 3 months ago
Hit Miss Networks with Applications to Instance Selection
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
Elena Marchiori
131
Voted
PR
2008
117views more  PR 2008»
15 years 3 months ago
A scale-free distribution of false positives for a large class of audio similarity measures
The "bag-of-frames" approach (BOF) to audio pattern recognition models signals as the long-term statistical distribution of their local spectral features, a prototypical...
Jean-Julien Aucouturier, François Pachet