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CL
2000
Springer
15 years 8 months ago
Logic, Knowledge Representation, and Bayesian Decision Theory
In this paper I give a brief overview of recent work on uncertainty inAI, and relate it to logical representations. Bayesian decision theory and logic are both normative frameworks...
David Poole
140
Voted
EXPERT
2010
145views more  EXPERT 2010»
15 years 1 months ago
Interaction Analysis with a Bayesian Trajectory Model
Human behavior recognition is one of the most important and challenging objectives performed by intelligent vision systems. Several issues must be faced in this domain ranging fro...
Alessio Dore, Carlo S. Regazzoni
ICMCS
2008
IEEE
207views Multimedia» more  ICMCS 2008»
15 years 10 months ago
Structure learning in a Bayesian network-based video indexing framework
Several stochastic models provide an effective framework to identify the temporal structure of audiovisual data. Most of them need as input a first video structure, i.e. connecti...
Siwar Baghdadi, Guillaume Gravier, Claire-Hé...
135
Voted
FLAIRS
2006
15 years 5 months ago
A Hybrid Generative/Discriminative Bayesian Classifier
In this paper, we introduce a new restricted Bayesian network classifier that extends naive Bayes by relaxing the conditional independence assumptions, and show that it is partly ...
Changsung Kang, Jin Tian
176
Voted
ADVIS
2006
Springer
15 years 10 months ago
Integrated Expert Management Knowledge on OSI Network Management Objects
Abstract. The management of modern telecommunications networks must satisfy ever-increasing operational demands. We propose a study for the improvement of intelligent administratio...
Antonio Martín, Carlos León, F&eacut...