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» On the Use of Virtual Evidence in Conditional Random Fields
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COLING
2010
13 years 2 months ago
TimeML Events Recognition and Classification: Learning CRF Models with Semantic Roles
This paper analyzes the contribution of semantic roles to TimeML event recognition and classification. For that purpose, an approach using conditional random fields with a variety...
Hector Llorens, Estela Saquete, Borja Navarro-Colo...
ICA
2007
Springer
13 years 11 months ago
Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources
In modelling nonstationary sources, one possible strategy is to define a latent process of strictly positive variables to model variations in second order statistics of the underly...
Ali Taylan Cemgil, Onur Dikmen
HICSS
2007
IEEE
97views Biometrics» more  HICSS 2007»
14 years 1 months ago
Decision Support in Health Care via Root Evidence Sampling
— Bayesian networks play a key role in decision support within health care. Physicians rely on Bayesian networks to give medical treatment, generate what-if scenarios, and other ...
Benjamin B. Perry, Eli Faulkner
CVPR
2003
IEEE
14 years 9 months ago
Video Segmentation Based on Graphical Models
This paper proposes a unified framework for spatiotemporal segmentation of video sequences. A Bayesian network is presented to model the interactions among the motion vector field...
Kia-Fock Loe, Tele Tan, Yang Wang 0002
KES
2006
Springer
13 years 7 months ago
Temperature Field Estimation for the Pistons of Diesel Engine 4112
Abstract. This paper proposes an approach to estimating the temperature field of the pistons of Diesel Engines 4112 using the combination of experimental measurement and finite ele...
Zuoqin Qian, Honghai Liu, Guangde Zhang, David J. ...