568 search results - page 39 / 114 » Efficient Distribution Mining and Classification |
145
Voted
KDD
2000
ACM
15 years 7 months ago
2000
ACM
Decision trees have been successfully used for the task of classification. However, state-of-the-art algorithms do not incorporate the user in the tree construction process. This ...
219
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ICDE
2003
IEEE
16 years 5 months ago
2003
IEEE
Data mining applications analyze large collections of set data and high dimensional categorical data. Search on these data types is not restricted to the classic problems of minin...
130
Voted
ISMIS
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper centers on a novel data mining technique we term supervised clustering. Unlike traditional clustering, supervised clustering is applied to classified examples ...
103
Voted
NOMS
2006
IEEE
15 years 9 months ago
2006
IEEE
—This paper describes a study of predicting machine availabilities and user presence in a pool of desktop computers. The study is based on historical traces collected from 32 mac...
137
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
In this paper we propose a new information-theoretic divisive algorithm for word clustering applied to text classification. In previous work, such "distributional clustering&...