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DAGSTUHL
2004
15 years 3 months ago
Knowledge-Based Sampling for Subgroup Discovery
Subgroup discovery aims at finding interesting subsets of a classified example set that deviates from the overall distribution. The search is guided by a so-called utility function...
Martin Scholz
EGC
2005
Springer
15 years 8 months ago
A Grid-Oriented Genetic Algorithm
Genetic algorithms (GAs) are stochastic search methods that have been successfully applied in many search, optimization, and machine learning problems. Their parallel counterpart (...
Jose Herrera, Eduardo Huedo, Rubén S. Monte...
GECCO
2009
Springer
15 years 9 months ago
How novelty search escapes the deceptive trap of learning to learn
Sebastian Risi, Sandy D. Vanderbleek, Charles E. H...
ICML
2006
IEEE
15 years 8 months ago
Predictive search distributions
Edwin V. Bonilla, Christopher K. I. Williams, Feli...
116
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ML
2011
ACM
233views Machine Learning» more  ML 2011»
14 years 5 months ago
Topic level expertise search over heterogeneous networks
Jie Tang, Jing Zhang, Ruoming Jin, Zi Yang, Keke C...