262 search results - page 5 / 53 » A Bayesian Nonparametric Approach to Modeling Mobility Patte... |
146
Voted
CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
We propose a nonparametric framework based on the beta process for discovering temporal patterns within a heterogenous video collection. Starting from quantized local motion descr...
121
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KDD
2010
ACM
15 years 5 months ago
2010
ACM
Mining cluster evolution from multiple correlated time-varying text corpora is important in exploratory text analytics. In this paper, we propose an approach called evolutionary h...
125
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NIPS
2008
15 years 3 months ago
2008
Many nonlinear dynamical phenomena can be effectively modeled by a system that switches among a set of conditionally linear dynamical modes. We consider two such models: the switc...
137
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SIGIR
2004
ACM
15 years 7 months ago
2004
ACM
Information filtering has made considerable progress in recent years.The predominant approaches are content-based methods and collaborative methods. Researchers have largely conc...
109
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
The inhomogeneous Poisson process is a point process that has varying intensity across its domain (usually time or space). For nonparametric Bayesian modeling, the Gaussian proces...