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IJCAI
2001
15 years 2 months ago
Link Analysis, Eigenvectors and Stability
The HITS and the PageRank algorithms are eigenvector methods for identifying "authoritative" or "influential" articles, given hyperlink or citation information...
Andrew Y. Ng, Alice X. Zheng, Michael I. Jordan
118
Voted
NIPS
2004
15 years 2 months ago
Learning, Regularization and Ill-Posed Inverse Problems
Many works have shown that strong connections relate learning from examples to regularization techniques for ill-posed inverse problems. Nevertheless by now there was no formal ev...
Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vit...
SDM
2004
SIAM
229views Data Mining» more  SDM 2004»
15 years 2 months ago
R-MAT: A Recursive Model for Graph Mining
How does a `normal' computer (or social) network look like? How can we spot `abnormal' sub-networks in the Internet, or web graph? The answer to such questions is vital ...
Deepayan Chakrabarti, Yiping Zhan, Christos Falout...
88
Voted
IJCAI
2003
15 years 2 months ago
Explicit vs Implicit Profiling - A Case-Study in Electronic Programme Guides
In this paper, we evaluate the use of implicit interest indicators as the basis for user profiling in the Digital TV domain. Research in more traditional domains, such as Web brow...
Derry O'Sullivan, Barry Smyth, David C. Wilson
88
Voted
IQ
2003
15 years 2 months ago
Process Knowledge and Data Quality Outcomes
What modes and domains of knowledge about data production processes are most critical for producing high-quality data? This study provides an answer to this question. Data are coll...
Yang W. Lee, Diane M. Strong