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» Bayesian Clustering by Dynamics
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UAI
1998
15 years 5 months ago
Tractable Inference for Complex Stochastic Processes
The monitoring and control of any dynamic system depends crucially on the ability to reason about its current status and its future trajectory. In the case of a stochastic system,...
Xavier Boyen, Daphne Koller
PR
2011
14 years 7 months 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
CVPR
2001
IEEE
16 years 6 months ago
Event-Based Analysis of Video
Dynamic events can be regarded as long-term temporal objects, which are characterized by spatio-temporal features at multiple temporal scales. Based on this, we design a simple st...
Lihi Zelnik-Manor, Michal Irani
CIKM
2000
Springer
15 years 8 months ago
Using Star Clusters for Filtering
We examine applications of clustering to the filtering task. We use the on-line version of the star algorithm [JPR98, JPR99] as the clustering tool because this algorithm compute...
Javed A. Aslam, Katya Pelekhov, Daniela Rus
CLUSTER
2001
IEEE
15 years 8 months ago
Adaptive Runtime Partitioning of AMR Applications on Heterogeneous Clusters
This paper presents the design and evaluation of an adaptive, system sensitive partitioning and load balancing framework for distributed structured adaptive mesh refinement applic...
Shweta Sinha, Manish Parashar