52 search results - page 1 / 11 » Partially labeled classification with Markov random walks |
NIPS
2001
13 years 6 months ago
2001
To classify a large number of unlabeled examples we combine a limited number of labeled examples with a Markov random walk representation over the unlabeled examples. The random w...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
We consider the problem of multiclass classification where both labeled and unlabeled data points are given. We introduce and demonstrate a new approach for estimating a distribut...
WWW
2009
ACM
14 years 5 months ago
2009
ACM
We introduce a multi-label classification model and algorithm for labeling heterogeneous networks, where nodes belong to different types and different types have different sets of...
ACL
2010
13 years 2 months ago
2010
Automatically identifying the polarity of words is a very important task in Natural Language Processing. It has applications in text classification, text filtering, analysis of pr...
CAI
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. In this paper we examine spectral properties of random intersection graphs when the number of vertices is equal to the number of labels. We call this class symmetric rand...