1341 search results - page 177 / 269 » Probabilistic Abstraction Hierarchies |
101
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ICANN
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We develop a probabilistic interpretation of non-linear component extraction in neural networks that activate their hidden units according to a softmaxlike mechanism. On ...
127
Voted
IPMI
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. The detection and extraction of complex anatomical structures usually involves a trade-off between the complexity of local feature extraction and classification, and th...
115
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PAKDD
2007
ACM
15 years 6 months ago
2007
ACM
Abstract. We study the problem of mining frequent itemsets from uncertain data under a probabilistic framework. We consider transactions whose items are associated with existential...
122
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PAKDD
2007
ACM
15 years 6 months ago
2007
ACM
Abstract. In our previous studies, Genetic Programming (GP), Probabilistic Incremental Program Evolution (PIPE) and Ant Programming (AP) have been used to optimal design of Flexibl...
117
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SAT
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. A promising approach for model counting was recently introduced, which in theory requires the use of large random xor or parity constraints to obtain near-exact counts of...