88 search results - page 1 / 18 » Distributional Clustering of Words for Text Classification |
54
Voted
SIGIR
1998
ACM
15 years 1 months ago
1998
ACM
KDD
2002
ACM
15 years 10 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&...
118
Voted
AIRS
2004
Springer
15 years 2 months ago
2004
Springer
This paper presents a cluster-based text categorization system which uses class distributional clustering of words. We propose a new clustering model which considers the global in...
76
Voted
CASCON
2006
14 years 11 months ago
2006
Automatic document classification is an important step in organizing and mining documents. Information in documents is often conveyed using both text and images that complement ea...
86
Voted
AAAI
2004
14 years 11 months ago
2004
Traditionally, text classifiers are built from labeled training examples. Labeling is usually done manually by human experts (or the users), which is a labor intensive and time co...