216 search results - page 21 / 44 » Classifying Documents Without Labels |
136
Voted
WWW
2006
ACM
16 years 2 months ago
2006
ACM
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
121
Voted
IJCAI
2007
15 years 3 months ago
2007
Traditional classification involves building a classifier using labeled training examples from a set of predefined classes and then applying the classifier to classify test instan...
118
Voted
SIGIR
2002
ACM
15 years 1 months ago
2002
ACM
In this paper, we propose a document clustering method that strives to achieve: (1) a high accuracy of document clustering, and (2) the capability of estimating the number of clus...
105
Voted
ICPR
2010
IEEE
15 years 6 months ago
2010
IEEE
In this paper, we present a monocular camera based terrain classification scheme. The uniqueness of the proposed scheme is that it inherently incorporates spatial smoothness while...
82
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
Imagine two identical people receive exactly the same training on how to classify certain objects. Perhaps surprisingly, we show that one can then manipulate them into classifying...