3694 search results - page 561 / 739 » Stochastic complexity in learning |
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IROS
2008
IEEE
16 years 26 days ago
2008
IEEE
Abstract— Bayesian filtering is a general framework for recursively estimating the state of a dynamical system. The most common instantiations of Bayes filters are Kalman filt...
152
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ICRA
2007
IEEE
16 years 23 days ago
2007
IEEE
— This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity o...
194
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IJCNN
2007
IEEE
16 years 23 days ago
2007
IEEE
— This paper suggests a constructive fuzzy system modeling for time series prediction. The model proposed is based on Takagi-Sugeno system and it comprises two phases. First, a f...
194
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IPC
2007
IEEE
16 years 23 days ago
2007
IEEE
Current context-aware adaptation techniques are limited in their support for user personalisation. Complex codebases, a reliance on developer modification and an inability to auto...
172
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SEMCO
2007
IEEE
16 years 22 days ago
2007
IEEE
Many recent advances in complex domains such as Natural Language Processing (NLP) have taken a discriminative approach in conjunction with the global application of structural and...