110 search results - page 4 / 22 » Unsupervised Learning from Linked Documents |
143
Voted
ESWS
2010
Springer
15 years 4 months ago
2010
Springer
In the Linked Open Data cloud one of the largest data sets, comprising of 2.5 billion triples, is derived from the Life Science domain. Yet this represents a small fraction of the ...
119
Voted
CIKM
2005
Springer
15 years 8 months ago
2005
Springer
Assessing semantic similarity between text documents is a crucial aspect in Information Retrieval systems. In this work, we propose to use hyperlink information to derive a simila...
112
Voted
EMNLP
2007
15 years 3 months ago
2007
Recognizing polarity requires a list of polar words and phrases. For the purpose of building such lexicon automatically, a lot of studies have investigated (semi-) unsupervised me...
151
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ICDM
2010
IEEE
15 years 11 days ago
2010
IEEE
Link prediction is a fundamental problem in social network analysis and modern-day commercial applications such as Facebook and Myspace. Most existing research approaches this pro...
151
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ICMLA
2009
15 years 4 days ago
2009
One important problem in machine learning is how to extract knowledge from prior experience, then transfer and apply this knowledge in new learning tasks. To address this problem, ...