1577 search results - page 212 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
108
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ICPR
2004
IEEE
16 years 2 months ago
2004
IEEE
Statistical methods, such as independent component analysis, have been successful in learning local low-level features from natural image data. Here we extend these methods for le...
113
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KDD
2006
ACM
16 years 2 months ago
2006
ACM
This paper presents an LDA-style topic model that captures not only the low-dimensional structure of data, but also how the structure changes over time. Unlike other recent work t...
108
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ICDM
2006
IEEE
15 years 7 months ago
2006
IEEE
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...
138
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ICML
2000
IEEE
16 years 2 months ago
2000
IEEE
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
128
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PKDD
2010
Springer
15 years 1 days ago
2010
Springer
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...