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» Deriving Object-Oriented Frameworks from Domain Knowledge
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AAAI
2012
13 years 3 days ago
Manifold Warping: Manifold Alignment over Time
Knowledge transfer is computationally challenging, due in part to the curse of dimensionality, compounded by source and target domains expressed using different features (e.g., do...
Hoa Trong Vu, Clifton Carey, Sridhar Mahadevan
ICDM
2007
IEEE
124views Data Mining» more  ICDM 2007»
15 years 4 months ago
Community Learning by Graph Approximation
Learning communities from a graph is an important problem in many domains. Different types of communities can be generalized as link-pattern based communities. In this paper, we p...
Bo Long, Xiaoyun Xu, Zhongfei (Mark) Zhang, Philip...
CAIP
2007
Springer
176views Image Analysis» more  CAIP 2007»
15 years 3 months ago
A Modular Approach for Automating Video Analysis
Automating the steps involved in video processing has yet to be tackled with much success by vision developers and knowledge engineers. This is due to the difficulty in formulating...
Gayathri Nadarajan, Arnaud Renouf
ICASSP
2009
IEEE
15 years 4 months ago
Compressive sensing for sparsely excited speech signals
Compressive sensing (CS) has been proposed for signals with sparsity in a linear transform domain. We explore a signal dependent unknown linear transform, namely the impulse respo...
Thippur V. Sreenivas, W. Bastiaan Kleijn
TACAS
2009
Springer
212views Algorithms» more  TACAS 2009»
15 years 4 months ago
Semantic Reduction of Thread Interleavings in Concurrent Programs
Abstract. We propose a static analysis framework for concurrent programs based on reduction of thread interleavings using sound invariants on the top of partial order techniques. S...
Vineet Kahlon, Sriram Sankaranarayanan, Aarti Gupt...