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AAAI
2008
15 years 8 months ago
A General Framework for Generating Multivariate Explanations in Bayesian Networks
Many existing explanation methods in Bayesian networks, such as Maximum a Posteriori (MAP) assignment and Most Probable Explanation (MPE), generate complete assignments for target...
Changhe Yuan, Tsai-Ching Lu
ASPDAC
2008
ACM
107views Hardware» more  ASPDAC 2008»
15 years 8 months ago
Full-chip thermal analysis for the early design stage via generalized integral transforms
The capability of predicting the temperature profile is critically important for timing estimation, leakage reduction, power estimation, hotspot avoidance and reliability concerns ...
Pei-Yu Huang, Chih-Kang Lin, Yu-Min Lee
CIMAGING
2008
172views Hardware» more  CIMAGING 2008»
15 years 8 months ago
A generalization of non-local means via kernel regression
The Non-Local Means (NLM) method of denoising has received considerable attention in the image processing community due to its performance, despite its simplicity. In this paper, ...
Priyam Chatterjee, Peyman Milanfar
SDM
2010
SIAM
153views Data Mining» more  SDM 2010»
15 years 7 months ago
The Generalized Dimensionality Reduction Problem
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
Charu C. Aggarwal
IJCAI
2007
15 years 7 months ago
A General Framework for Reasoning about Inconsistency
Numerous logics have been developed for reasoning about inconsistency which differ in (i) the logic to which they apply, and (ii) the criteria used to draw inferences. In this pap...
V. S. Subrahmanian, Leila Amgoud