352 search results - page 48 / 71 » An Extension of the Differential Approach for Bayesian Netwo... |
161
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BMVC
2010
15 years 3 months ago
2010
We propose a novel directed graphical model for label propagation in lengthy and complex video sequences. Given hand-labelled start and end frames of a video sequence, a variation...
136
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NIPS
2000
15 years 7 months ago
2000
Explaining away has mostly been considered in terms of inference of states in belief networks. We show how it can also arise in a Bayesian context in inference about the weights g...
171
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AAAI
2004
15 years 7 months ago
2004
Plan recognition has traditionally been developed for logically encoded application domains with a focus on logical reasoning. In this paper, we present an integrated plan-recogni...
176
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ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
This paper addresses the problem of active model selection for nonlinear dynamical systems. We propose a novel learning approach that selects the most informative subset of time-d...
150
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PERVASIVE
2009
Springer
16 years 20 days ago
2009
Springer
This paper presents novel methodologies for the analysis of continuous cellular tower data from 215 randomly sampled subjects in a major urban city. We demonstrate the potential of...