817 search results - page 1 / 164 » Learning Techniques for Automatic Algorithm Portfolio Select... |
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ECAI
2004
Springer
15 years 5 months ago
2004
Springer
The purpose of this paper is to show that a well known machine learning technique based on Decision Trees can be effectively used to select the best approach (in terms of efficien...
AAAI
2010
15 years 1 months ago
2010
The AI community has achieved great success in designing high-performance algorithms for hard combinatorial problems, given both considerable domain knowledge and considerable eff...
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KDD
2007
ACM
15 years 5 months ago
2007
ACM
In this paper, we propose a new method called Prototype Ranking (PR) designed for the stock selection problem. PR takes into account the huge size of real-world stock data and app...
UAI
2008
15 years 1 months ago
2008
We present and evaluate new techniques for designing algorithm portfolios. In our view, the problem has both a scheduling aspect and a machine learning aspect. Prior work has larg...
CP
2003
Springer
15 years 4 months ago
2003
Springer
Abstract. Combinatorial auctions are an important e-commerce application where bidders can bid on combinations of items. The problem of selecting the best bids that cover all items...