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» Linking Databases and Linking Cultures
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ICML
2007
IEEE
14 years 10 months ago
A transductive framework of distance metric learning by spectral dimensionality reduction
Distance metric learning and nonlinear dimensionality reduction are two interesting and active topics in recent years. However, the connection between them is not thoroughly studi...
Fuxin Li, Jian Yang, Jue Wang
SCAM
2008
IEEE
14 years 3 months ago
Exploiting the Correspondence between Micro Patterns and Class Names
This paper argues that semantic information encoded in natural language identifiers is a largely neglected resource for program analysis. First we show that words in Java class n...
Jeremy Singer, Chris C. Kirkham
DASFAA
2007
IEEE
181views Database» more  DASFAA 2007»
14 years 3 months ago
Graph Structure of the Korea Web
The study of the Web graph not only yields valuable insight into Web algorithms for crawling, searching and community discovery, and the sociological phenomena that characterize it...
In Kyu Han, Sang Ho Lee, Soowon Lee
DASFAA
2007
IEEE
139views Database» more  DASFAA 2007»
14 years 3 months ago
Self-tuning in Graph-Based Reference Disambiguation
Nowadays many data mining/analysis applications use the graph analysis techniques for decision making. Many of these techniques are based on the importance of relationships among t...
Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...
DEXAW
2007
IEEE
77views Database» more  DEXAW 2007»
14 years 3 months ago
Hyperlink Classification: A New Approach to Improve PageRank
Hyperlink Structure is widely used in the hypertext classification, but it has not been paid enough attention. We propose a hyperlink classification approach to improve PageRank a...
Li Cun-he, Lv Ke-qiang