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129
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COLT
1994
Springer
15 years 7 months ago
Learning Probabilistic Automata with Variable Memory Length
We propose and analyze a distribution learning algorithm for variable memory length Markov processes. These processes can be described by a subclass of probabilistic nite automata...
Dana Ron, Yoram Singer, Naftali Tishby
ICST
2008
IEEE
15 years 10 months ago
State-Based Testing of Ajax Web Applications
Ajax supports the development of rich-client Web applications, by providing primitives for the execution of asynchronous requests and for the dynamic update of the page structure ...
Alessandro Marchetto, Paolo Tonella, Filippo Ricca
170
Voted
PAKDD
2005
ACM
184views Data Mining» more  PAKDD 2005»
15 years 9 months ago
Adjusting Mixture Weights of Gaussian Mixture Model via Regularized Probabilistic Latent Semantic Analysis
Mixture models, such as Gaussian Mixture Model, have been widely used in many applications for modeling data. Gaussian mixture model (GMM) assumes that data points are generated fr...
Luo Si, Rong Jin
122
Voted
CVPR
1998
IEEE
16 years 5 months ago
Interactive Sensor Planning
This paper describes an interactive sensor planning system that can be used to select viewpoints subject to camera visibility, field of view and task constraints. Application area...
Ioannis Stamos, Peter K. Allen
ATAL
2009
Springer
15 years 10 months ago
Constraint-based dynamic programming for decentralized POMDPs with structured interactions
Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited sc...
Akshat Kumar, Shlomo Zilberstein