1025 search results - page 46 / 205 » Constraint Programming for Data Mining and Machine Learning |
108
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IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
134
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KDD
2000
ACM
15 years 5 months ago
2000
ACM
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
126
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NIPS
2007
15 years 3 months ago
2007
Stability is a desirable characteristic for linear dynamical systems, but it is often ignored by algorithms that learn these systems from data. We propose a novel method for learn...
107
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ISMIS
1999
Springer
15 years 6 months ago
1999
Springer
Software quality prediction can be cast as a concept learning problem. In this paper, we discuss the full cycle of an application of Machine Learning to software quality predictio...
150
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NIPS
2007
15 years 3 months ago
2007
Large repositories of source code create new challenges and opportunities for statistical machine learning. Here we first develop Sourcerer, an infrastructure for the automated c...