1577 search results - page 81 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
103
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
Practical data mining rarely falls exactly into the supervised learning scenario. Rather, the growing amount of unlabeled data poses a big challenge to large-scale semi-supervised...
109
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ISMB
2000
15 years 2 months ago
2000
We have developed a set of methods and tools for automatic discovery of putative regulatory signals in genome sequences. The analysis pipeline consists of gene expression data clu...
142
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ACL
2009
14 years 11 months ago
2009
Mining bilingual data (including bilingual sentences and terms1 ) from the Web can benefit many NLP applications, such as machine translation and cross language information retrie...
116
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PAKDD
2000
ACM
15 years 5 months ago
2000
ACM
The objective of data reduction is to obtain a compact representation of a large data set to facilitate repeated use of non-redundant information with complex and slow learning alg...
113
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ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...