3949 search results - page 575 / 790 » Machine Learning and Data Mining |
180
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ICDM
2003
IEEE
15 years 11 months ago
2003
IEEE
We present a mixture model based approach for learning individualized behavior models for the Web users. We investigate the use of maximum entropy and Markov mixture models for ge...
129
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PAKDD
2010
ACM
15 years 11 months ago
2010
ACM
Given a social network, who is the best person to introduce you to, say, Chris Ferguson, the poker champion? Or, given a network of people and skills, who is the best person to he...
199
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KDD
1998
ACM
15 years 10 months ago
1998
ACM
This paper presents an algorithm for discovering conjunction rules with high reliability from data sets. The discovery of conjunction rules, each of which is a restricted form of ...
177
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ICDM
2009
IEEE
15 years 4 months ago
2009
IEEE
Matrix factorization (MF) models have proved efficient and well scalable for collaborative filtering (CF) problems. Many researchers also present the probabilistic interpretation o...
220
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SDM
2012
SIAM
13 years 9 months ago
2012
SIAM
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...