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RSFDGRC
2005
Springer
208views Data Mining» more  RSFDGRC 2005»
15 years 3 months ago
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
Abstract. In this paper, we revisit the consensus of computational complexity on exact inference in Bayesian networks. We point out that even in singly connected Bayesian networks,...
Dan Wu, Cory J. Butz
ECAI
2004
Springer
15 years 3 months ago
Job Shop Scheduling with Probabilistic Durations
Abstract. Proactive approaches to scheduling take into account information about the execution time uncertainty in forming a schedule. In this paper, we investigate proactive appro...
J. Christopher Beck, Nic Wilson
APBC
2007
14 years 11 months ago
A Probabilistic Method to Identify Compensatory Substitutions for Pathogenic Mutations
real or abstract. It provides a widely applicable approach to the prediction of compensatory substitutions for CPDs, avoiding any reliance on rigid non-probabilistic criteria or st...
B. C. Easton, A. V. Isaev, Gavin A. Huttley, Peter...
ATAL
2010
Springer
14 years 11 months ago
On-line robot execution monitoring using probabilistic action duration
d Abstract) V.A. Ziparo, L. Iocchi, M. Leonetti, D. Nardi Dipartimento di Informatica e Sistemistica via Ariosto 25, 00185 Rome, Italy
Vittorio A. Ziparo, Luca Iocchi, Matteo Leonetti, ...
ECCV
2004
Springer
15 years 12 months ago
Interpolating Novel Views from Image Sequences by Probabilistic Depth Carving
Abstract. We describe a novel approach to view interpolation from image sequences based on probabilistic depth carving. This builds a multivalued representation of depth for novel ...
Annie Yao, Andrew Calway