26 search results - page 3 / 6 » Text Categorization with Knowledge Transfer from Heterogeneo... |
ADBIS
2000
Springer
13 years 10 months ago
2000
Springer
The integration of bibliographical data today is considered one of the most important tasks in the area of digital libraries. Various available sources of bibliographical informati...
ICML
2010
IEEE
13 years 7 months ago
2010
IEEE
In this paper, we investigate a new machine learning framework called Online Transfer Learning (OTL) that aims to transfer knowledge from some source domain to an online learning ...
WSDM
2012
ACM
12 years 1 months ago
2012
ACM
It is well known that different types of social ties have essentially different influence between people. However, users in online social networks rarely categorize their contact...
AAAI
2008
13 years 8 months ago
2008
Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the train...
NIPS
2008
13 years 7 months ago
2008
In this paper, we address the question of what kind of knowledge is generally transferable from unlabeled text. We suggest and analyze the semantic correlation of words as a gener...