2683 search results - page 425 / 537 » Machine learning problems from optimization perspective |
130
Voted
GECCO
2004
Springer
15 years 7 months ago
2004
Springer
Artificial Immune Systems (AISs) are biologically inspired problem solvers that have been used successfully as intrusion detection systems (IDSs). This paper describes how the des...
109
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GECCO
2007
Springer
15 years 6 months ago
2007
Springer
The Building Block Hypothesis suggests that Genetic Algorithms (GAs) are well-suited for hierarchical problems, where efficient solving requires proper problem decomposition and a...
164
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MM
2004
ACM
15 years 7 months ago
2004
ACM
We consider the problem of learning a mapping function from low-level feature space to high-level semantic space. Under the assumption that the data lie on a submanifold embedded ...
107
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GECCO
2009
Springer
15 years 9 months ago
2009
Springer
This work examines the dendritic cell algorithm (DCA) from a mathematical perspective. By representing the signal processing phase of the algorithm using the dot product it is sho...
95
Voted
KI
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Many heuristic estimators for classical planning are based on the socalled delete relaxation, which ignores negative effects of planning operators. Ideally, such heuristi...