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» On the Distribution of Natural Probability Functions
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BPM
2005
Springer
131views Business» more  BPM 2005»
15 years 10 months ago
Towards P2P-Based Semantic Web Service Discovery with QoS Support
The growing number of web services advocates distributed discovery infrastructures which are semantics-enabled and support quality of service (QoS). In this paper, we introduce a n...
Le-Hung Vu, Manfred Hauswirth, Karl Aberer
COCO
2005
Springer
153views Algorithms» more  COCO 2005»
15 years 10 months ago
Average-Case Computations - Comparing AvgP, HP, and Nearly-P
We examine classes of distributional problems defined in terms of polynomial-time decision algorithms with bounded error probability. The class AvgP [5] has been characterized in...
Arfst Nickelsen, Birgit Schelm
UAI
1993
15 years 5 months ago
Diagnosis of Multiple Faults: A Sensitivity Analysis
We compare the diagnostic accuracy of three diagnostic inference models: the simple Bayes model, the multimembership Bayes model, which is isomorphic to the parallel combination f...
David Heckerman, Michael Shwe
CDC
2008
IEEE
145views Control Systems» more  CDC 2008»
15 years 4 months ago
Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization
Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in control theory, machine learning, and discrete geometry. This c...
Benjamin Recht, Weiyu Xu, Babak Hassibi
162
Voted
AAAI
2012
13 years 7 months ago
An Object-Based Bayesian Framework for Top-Down Visual Attention
We introduce a new task-independent framework to model top-down overt visual attention based on graphical models for probabilistic inference and reasoning. We describe a Dynamic B...
Ali Borji, Dicky N. Sihite, Laurent Itti