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ICML
2002
IEEE
16 years 21 days ago
Pruning Improves Heuristic Search for Cost-Sensitive Learning
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
Valentina Bayer Zubek, Thomas G. Dietterich
CVPR
2010
IEEE
15 years 6 months ago
Improving web-image search results using query-relative classifiers
Web image search using text queries has received considerable attention. However, current state-of-the-art approaches require training models for every new query, and are therefore...
Josip Krapac, Moray Allan, Jakob Verbeek, Frédér...
SOUPS
2009
ACM
15 years 6 months ago
The impact of privacy indicators on search engine browsing patterns
Laboratory studies have shown that when online search engines’ results are annotated with privacy indicators, some consumers will pay a premium to make purchases from sites that...
Janice Y. Tsai, Serge Egelman, Lorrie Faith Cranor...
ACSW
2004
15 years 1 months ago
Applying Online Gradient Descent Search to Genetic Programming for Object Recognition
This paper describes an approach to the use of gradient descent search in genetic programming (GP) for object classification problems. In this approach, pixel statistics are used ...
William D. Smart, Mengjie Zhang
ML
2008
ACM
128views Machine Learning» more  ML 2008»
14 years 12 months ago
QG/GA: a stochastic search for Progol
Most search techniques within ILP require the evaluation of a large number of inconsistent clauses. However, acceptable clauses typically need to be consistent, and are only found ...
Stephen Muggleton, Alireza Tamaddoni-Nezhad