198 search results - page 10 / 40 » Domain equations for probabilistic processes |
97
Voted
UAI
1998
15 years 3 months ago
1998
Dynamic probabilistic networks are a compact representation of complex stochastic processes. In this paper we examine how to learn the structure of a DPN from data. We extend stru...
114
Voted
UAI
2000
15 years 3 months ago
2000
Techniques for plan recognition under uncertainty require a stochastic model of the plangeneration process. We introduce probabilistic state-dependent grammars (PSDGs) to represen...
103
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IEEEICCI
2003
IEEE
15 years 7 months ago
2003
IEEE
This paper describes a system capable of classifying stochastic, self-affine, nonstationary signals produced by nonlinear systems. The classification and analysis of these signals...
114
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ICASSP
2008
IEEE
15 years 8 months ago
2008
IEEE
We present a novel technique for image inpainting, the problem of filling-in missing image parts. Image inpainting is ill-posed and we adopt a probabilistic model-based approach ...
101
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ICPR
2000
IEEE
15 years 6 months ago
2000
IEEE
In this paper, stochastic error-correcting parsing is proposed as a powerful and flexible method to post-process the results of an optical character recognizer (OCR). Determinist...