770 search results - page 125 / 154 » Latent Class Models for Algorithm Portfolio Methods |
139
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ALT
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
133
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ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
Clustering aims to find useful hidden structures in data. In this paper we present a new clustering algorithm that builds upon the consistency method (Zhou, et.al., 2003), a semi-...
104
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TACAS
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. Time Petri Nets (TPN) and Timed Automata (TA) are widely-used formalisms for the modeling and analysis of timed systems. A recently-developed approach for the analysis of...
107
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
A standard method for approximating averages in probabilistic models is to construct a Markov chain in the product space of the random variables with the desired equilibrium distr...
117
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KDD
2004
ACM
16 years 2 months ago
2004
ACM
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...