192 search results - page 5 / 39 » Integrating Machine Learning in Parallel Heuristic Search |
80
Voted
ECML
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...
76
Voted
FLAIRS
2007
14 years 12 months ago
2007
Problem solvers, both human and machine, have at their disposal many heuristics that may support effective search. The efficacy of these heuristics, however, varies with the probl...
KDD
2010
ACM
15 years 1 months ago
2010
ACM
Stroke is the third leading cause of death and the principal cause of serious long-term disability in the United States. Accurate prediction of stroke is highly valuable for early...
101
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ICTAI
2010
IEEE
14 years 7 months ago
2010
IEEE
This work presents the concept of Continuous Search (CS), which objective is to allow any user to eventually get their constraint solver achieving a top performance on their proble...
75
Voted
IJCAI
2007
14 years 11 months ago
2007
As any other problem solving task that employs search, AI Planning needs heuristics to efficiently guide the problem-space exploration. Machine learning (ML) provides several tec...