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» The Structure of Factor Oracles
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93
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CVPR
2010
IEEE
15 years 6 months ago
Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization
Non-negative matrix factorization (NMF) is an excellent tool for unsupervised parts-based learning, but proves to be ineffective when parts of a whole follow a specific pattern. ...
Swapna Joshi, Karthikeyan Shanmugavadivel, B.S. Ma...
100
Voted
NIPS
2001
15 years 2 months ago
Multiagent Planning with Factored MDPs
We present a principled and efficient planning algorithm for cooperative multiagent dynamic systems. A striking feature of our method is that the coordination and communication be...
Carlos Guestrin, Daphne Koller, Ronald Parr
104
Voted
BMCBI
2006
120views more  BMCBI 2006»
15 years 24 days ago
A factor analysis model for functional genomics
Background: Expression array data are used to predict biological functions of uncharacterized genes by comparing their expression profiles to those of characterized genes. While b...
Rafal Kustra, Romy Shioda, Mu Zhu
114
Voted
SPRINGSIM
2010
14 years 11 months ago
Using factored bond graphs for distributed diagnosis of physical systems
This paper presents a distributed Bayesian fault diagnosis scheme for physical systems. Our diagnoser design is based on a procedure for factoring the global system bond graph (BG...
Indranil Roychoudhury, Gautam Biswas, Xenofon D. K...
HICSS
2003
IEEE
201views Biometrics» more  HICSS 2003»
15 years 6 months ago
Critical Success Factors of Enterprise Resource Planning Systems Implementation Success in China
ERP implementation issues have been given much attention since two decades ago due to its low implementation success. Nearly 90 percent of ERP implementations are late or over bud...
Liang Zhang, Matthew K. O. Lee, Zhe Zhang, Probir ...