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SBP
2012
Springer
12 years 5 months ago
Modeling Infection with Multi-agent Dynamics
Developing the ability to comprehensively study infections in small populations enables us to improve epidemic models and better advise individuals about potential risks to their h...
Wen Dong, Katherine Heller, Alex Pentland
PR
2011
13 years 20 days ago
Detecting and discriminating behavioural anomalies
This paper aims to address the problem of anomaly detection and discrimination in complex behaviours, where anomalies are subtle and difficult to detect owing to the complex tempo...
Chen Change Loy, Tao Xiang, Shaogang Gong
IFIP12
2004
13 years 11 months ago
Learning Bayesian Metanetworks from Data with Multilevel Uncertainty
: Managing knowledge by maintaining it according to dynamic context is among the basic abilities of a knowledge-based system. The two main
Vagan Y. Terziyan, Oleksandra Vitko
CDC
2009
IEEE
167views Control Systems» more  CDC 2009»
14 years 2 months ago
Factoring Dynamic Bayesian Networks based on structural observability
— Dynamic Bayesian Networks (DBNs) provide a systematic framework for robust online monitoring of dynamic systems. This paper presents an approach for increasing the efficiency ...
Indranil Roychoudhury, Gautam Biswas, Xenofon D. K...
ECAI
2006
Springer
14 years 1 months ago
Smoothed Particle Filtering for Dynamic Bayesian Networks
Particle filtering (PF) for dynamic Bayesian networks (DBNs) with discrete-state spaces includes a resampling step which concentrates samples according to their relative weight in ...
Theodore Charitos