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» The Probabilistic Method
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ECSQARU
2009
Springer
15 years 7 months ago
The Probabilistic Interpretation of Model-Based Diagnosis
Model-based diagnosis is the field of research concerned with the problem of finding faults ms by reasoning with abstract models of the systems. Typically, such models offer a ...
Ildikó Flesch, Peter J. F. Lucas
95
Voted
NIPS
2000
15 years 2 months ago
Speech Denoising and Dereverberation Using Probabilistic Models
This paper presents a unified probabilistic framework for denoising and dereverberation of speech signals. The framework transforms the denoising and dereverberation problems into...
Hagai Attias, John C. Platt, Alex Acero, Li Deng
100
Voted
AI
2005
Springer
15 years 6 months ago
Probability and Equality: A Probabilistic Model of Identity Uncertainty
Identity uncertainty is the task of deciding whether two descriptions correspond to the same object. In this paper we discuss the identity uncertainty problem in the context of the...
Rita Sharma, David Poole
ICCSA
2004
Springer
15 years 6 months ago
Network Probabilistic Connectivity: Optimal Structures
Abstract. The problems of optimizing the network structure by the reliability criteria is discussed. The networks with absolutely reliable nodes and unreliable edges are considered...
Olga K. Rodionova, Alexey S. Rodionov, Hyunseung C...
99
Voted
ECAL
2001
Springer
15 years 5 months ago
Fault-Tolerant Structures: Towards Robust Self-Replication in a Probabilistic Environment
Abstract. Self-replicating structures in cellular automata have been extensively studied in the past as models of Artificial Life. However, CAs, unlike the biological cellular mod...
Daniel C. Bünzli, Mathieu S. Capcarrèr...