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ISN
1994
Springer
121views Communications» more  ISN 1994»
15 years 1 months ago
Management of Optical Networks: SNMP Agents Enabling TMN
: With the advent of Optical Networks, an important opportunity for the application of Telecommunication Management Network (TMN) framework emerges. At present, most such networks ...
Abilio Carvalho, Fausto de Carvalho, George Pavlou
ICMCS
2008
IEEE
207views Multimedia» more  ICMCS 2008»
15 years 3 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...
ISBI
2002
IEEE
15 years 2 months ago
Bayesian clustering methods for morphological analysis of MR images
Determining the relationship between structure (i.e. morphology) and function is a fundamental problem in brain research. In this paper we present a new framework based on Bayesia...
Hanchuan Peng, Edward Herskovits, Christos Davatzi...
SEMWEB
2005
Springer
15 years 2 months ago
A Bayesian Network Approach to Ontology Mapping
This paper presents our ongoing effort on developing a principled methodology for automatic ontology mapping based on BayesOWL, a probabilistic framework we developed for modeling ...
Rong Pan, Zhongli Ding, Yang Yu, Yun Peng
ICMLA
2009
14 years 7 months ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson