836 search results - page 99 / 168 » Online EM Algorithm for Latent Data Models |
204
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ICDE
2009
IEEE
16 years 2 months ago
2009
IEEE
In this paper, we present a stream-based mining algorithm for online anomaly prediction. Many real-world applications such as data stream analysis requires continuous cluster opera...
113
Voted
UAI
2008
15 years 2 months ago
2008
We present a generative model for representing and reasoning about the relationships among events in continuous time. We apply the model to the domain of networked and distributed...
109
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KDD
2006
ACM
16 years 1 months ago
2006
ACM
Motivated by numerous applications in which the data may be modeled by a variable subscripted by three or more indices, we develop a tensor-based extension of the matrix CUR decom...
107
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KDD
2003
ACM
16 years 1 months ago
2003
ACM
In this paper we study the problem of constructing accurate decision tree models from data streams. Data streams are incremental tasks that require incremental, online, and any-ti...
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
In this paper we propose a genetic programming approach to learning stochastic models with unsymmetrical noise distributions. Most learning algorithms try to learn from noisy data...