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102
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...
89
Voted
HIS
2004
15 years 1 months ago
2004
Classification of large datasets is a challenging task in Data Mining. In the current work, we propose a novel method that compresses the data and classifies the test data directl...
106
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PERVASIVE
2006
Springer
15 years 11 days ago
2006
Springer
Abstract. Activity inference based on object use has received considerable recent attention. Such inference requires statistical models that map activities to the objects used in p...
DEXAW
2005
IEEE
15 years 6 months ago
2005
IEEE
Despite a high level of activity and a large number of researchers involved, current research in data mining is plagued with several serious problems that should be regarded as to...