532 search results - page 25 / 107 » Clustering Text Data Streams |
113
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
110
Voted
SAINT
2003
IEEE
15 years 8 months ago
2003
IEEE
In this paper we address the problem of analyzing web log data collected at a typical online newspaper site. We propose a two-way clustering technique based on probability theory....
117
Voted
ERCIMDL
1997
Springer
15 years 7 months ago
1997
Springer
It is argued that digital libraries of the future will contain terabyte-scale collections of digital text and that full-text searching techniques will be required to operate over c...
129
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We consider the problem of extracting informative exemplars from a data stream. Examples of this problem include exemplarbased clustering and nonparametric inference such as Gauss...
137
click to vote
KDD
2002
ACM
16 years 3 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&...