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» Modeling Cyclic Change
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SAC
2009
ACM
16 years 1 months ago
Online annotation and prediction for regime switching data streams
Regime switching models, in which the state of the world is locally stationary, are a useful abstraction for many continuous valued data streams. In this paper we develop an onlin...
Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Ada...
WCRE
2006
IEEE
16 years 20 days ago
An Industrial Case Study of Program Artifacts Viewed During Maintenance Tasks
Research on maintenance task structure modeling has so far examined only how often program artifacts are modified, and what information can be deduced from modification records....
Lijie Zou, Michael W. Godfrey
ACCV
2006
Springer
15 years 10 months ago
Key Frame-Based Activity Representation Using Antieigenvalues
Many activities may be characterized by a sequence of key frames that are related to important changes in motion rather than dominant characteristics that persist over a long seque...
Naresh P. Cuntoor, Rama Chellappa
WSC
2007
15 years 9 months ago
Estimating the probability of a rare event over a finite time horizon
We study an approximation for the zero-variance change of measure to estimate the probability of a rare event in a continuous-time Markov chain. The rare event occurs when the cha...
Pieter-Tjerk de Boer, Pierre L'Ecuyer, Gerardo Rub...
AAAI
2010
15 years 8 months ago
Efficient Belief Propagation for Utility Maximization and Repeated Inference
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
Aniruddh Nath, Pedro Domingos