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» Learning for Dynamic Subsumption

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JMLR
2010

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Learning Nonlinear Dynamic Models from Non-sequenced Data

14 years 4 months ago

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Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...

Tzu-Kuo Huang, Le Song, Jeff Schneider

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CVPR
2011
IEEE

187views Computer Vision» more CVPR 2011»

Earth Movers Prototypes: a Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes

14 years 1 months ago

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We present a novel approach for automatically discovering spatio-temporal patterns in complex dynamic scenes. Similarly to recent non-object centric methods, we use low level visu...

Elisa Ricci, Gloria Zen

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WSDM
2012
ACM

301views Data Mining» more WSDM 2012»

Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization

13 years 5 months ago

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As massive repositories of real-time human commentary, social media platforms have arguably evolved far beyond passive facilitation of online social interactions. Rapid analysis o...

Ankan Saha, Vikas Sindhwani

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TSMC
2010

117views Artificial Intelligence» more TSMC 2010»

Fuzzy CMAC With Incremental Bayesian Ying-Yang Learning and Dynamic Rule Construction

14 years 4 months ago