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» On the Generation of Spatiotemporal Datasets
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FLAIRS
2009
14 years 7 months ago
Memory Based Goal Schema Recognition
We propose a memory-based approach to the problem of goal-schema recognition. We use a generic episodic memory module to perform incremental goal schema recognition and to build t...
Dan Tecuci, Bruce W. Porter
CORR
2011
Springer
147views Education» more  CORR 2011»
14 years 5 months ago
A Generalized Method for Integrating Rule-based Knowledge into Inductive Methods Through Virtual Sample Creation
Hybrid learning methods use theoretical knowledge of a domain and a set of classified examples to develop a method for classification. Methods that use domain knowledge have been ...
Ridwan Al Iqbal
EMMCVPR
2011
Springer
13 years 9 months ago
Optical Flow Guided TV-L1 Video Interpolation and Restoration
The ability to generate intermediate frames between two given images in a video sequence is an essential task for video restoration and video post-processing. In addition, restorat...
Manuel Werlberger, Thomas Pock, Markus Unger, Hors...
TOG
2012
255views Communications» more  TOG 2012»
13 years 15 days ago
A probabilistic model for component-based shape synthesis
We present an approach to synthesizing shapes from complex domains, by identifying new plausible combinations of components from existing shapes. Our primary contribution is a new...
Evangelos Kalogerakis, Siddhartha Chaudhuri, Daphn...
TKDE
2012
236views Formal Methods» more  TKDE 2012»
13 years 14 days ago
Improving Aggregate Recommendation Diversity Using Ranking-Based Techniques
— Recommender systems are becoming increasingly important to individual users and businesses for providing personalized recommendations. However, while the majority of algorithms...
Gediminas Adomavicius, YoungOk Kwon