843 search results - page 48 / 169 » Learning aspect models with partially labeled data |
125
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
This paper addresses the problem of classification in situations where the data distribution is not homogeneous: Data instances might come from different locations or times, and t...
156
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SMC
2007
IEEE
15 years 10 months ago
2007
IEEE
— We consider learning in a transductive setting using instance-based learning (k-NN) and present a method for constructing a data-dependent distance “metric” using both labe...
154
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JMLR
2012
13 years 6 months ago
2012
Often when modeling structured domains, it is desirable to leverage information that is not naturally expressed as simply a label. Examples include knowledge about the evaluation ...
135
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ISMIS
1999
Springer
15 years 8 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...
138
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SP
2002
IEEE
15 years 3 months ago
2002
IEEE
Markov models have been used extensively in psychology of learning. Applications of hidden Markov models are rare however. This is partially due to the fact that comprehensive stat...