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SAC
2008
ACM
15 years 7 months ago
Automatic software fault localization using generic program invariants
Despite extensive testing in the development phase, residual defects can be a great threat to dependability in the operational phase. This paper studies the utility of lowcost, ge...
Rui Abreu, Alberto González 0002, Peter Zoe...
187
Voted
JMLR
2010
101views more  JMLR 2010»
15 years 2 months ago
Efficient Reductions for Imitation Learning
Imitation Learning, while applied successfully on many large real-world problems, is typically addressed as a standard supervised learning problem, where it is assumed the trainin...
Stéphane Ross, Drew Bagnell
189
Voted
ISNN
2007
Springer
16 years 1 months ago
Extensions of Manifold Learning Algorithms in Kernel Feature Space
Manifold learning algorithms have been proven to be capable of discovering some nonlinear structures. However, it is hard for them to extend to test set directly. In this paper, a ...
Yaoliang Yu, Peng Guan, Liming Zhang
CIARP
2004
Springer
16 years 26 days ago
Adaboost to Classify Plaque Appearance in IVUS Images
Intravascular Ultrasound images represent a unique tool to analyze the morphological vessel structures and make decisions about plaque presence. Texture analysis is a robust way to...
Oriol Pujol, Petia Radeva, Jordi Vitrià, Jo...
KI
2004
Springer
16 years 25 days ago
Generation of Sentence Parse Trees Using Parts of Speech
This paper proposes a new corpus-based approach for deriving syntactic structures and generating parse trees of natural language sentences. The parts of speech (word categories) of...
Tunga Güngör