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» Randomized splay trees: Theoretical and experimental results
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CIKM
2009
Springer
15 years 8 months ago
Feature selection for ranking using boosted trees
Modern search engines have to be fast to satisfy users, so there are hard back-end latency requirements. The set of features useful for search ranking functions, though, continues...
Feng Pan, Tim Converse, David Ahn, Franco Salvetti...
AI
2006
Springer
15 years 5 months ago
On the Quality and Quantity of Random Decisions in Stochastic Local Search for SAT
Stochastic local search (SLS) methods are underlying some of the best-performing algorithms for certain types of SAT instances, both from an empirical as well as from a theoretical...
Dave A. D. Tompkins, Holger H. Hoos
127
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CSCLP
2004
Springer
15 years 7 months ago
New Structural Decomposition Techniques for Constraint Satisfaction Problems
We propose four new structural decomposition techniques for Constraint Satisfaction Problems. We compare these four techniques both theoretically and experimentally with hinge deco...
Yaling Zheng, Berthe Y. Choueiry
CP
2000
Springer
15 years 6 months ago
Singleton Consistencies
We perform a comprehensive theoretical and empirical study of the benefits of singleton consistencies. Our theoretical results help place singleton consistencies within the hierar...
Patrick Prosser, Kostas Stergiou, Toby Walsh
ICDM
2003
IEEE
98views Data Mining» more  ICDM 2003»
15 years 7 months ago
On the Privacy Preserving Properties of Random Data Perturbation Techniques
Privacy is becoming an increasingly important issue in many data mining applications. This has triggered the development of many privacy-preserving data mining techniques. A large...
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamo...