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ML
2008
ACM
15 years 6 months ago
Large margin vs. large volume in transductive learning
Abstract. We consider a large volume principle for transductive learning that prioritizes the transductive equivalence classes according to the volume they occupy in hypothesis spa...
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
ICMCS
2009
IEEE
139views Multimedia» more  ICMCS 2009»
15 years 4 months ago
Evaluation of JPEG2000 hashing for efficient authentication
In this paper we investigate the applicability of different parts of the JPEG2000 codestream for authentication. Apart from the packet body different classes of information contai...
Dominik Engel, Thomas Stütz, Andreas Uhl
ICASSP
2011
IEEE
14 years 10 months ago
Stereo audio classification for audio enhancement
Stereo audio enhancement and upmixing techniques require spatial analysis of the mixture in order to work optimally for different types of contents. In this paper a method is prop...
Aki Harma
ECSQARU
2005
Springer
16 years 10 days ago
Molecular Fragment Mining for Drug Discovery
The main task of drug discovery is to find novel bioactive molecules, i.e., chemical compounds that, for example, protect human cells against a virus. One way to support solving t...
Christian Borgelt, Michael R. Berthold, David E. P...
141
Voted
FSR
2003
Springer
131views Robotics» more  FSR 2003»
16 years 19 hour ago
Automatic 3D Underground Mine Mapping
For several years, our research group has been developing methods for automated modeling of 3D environments. In September, 2002, we were given the opportunity to demonstrate our m...
Daniel F. Huber, Nicolas Vandapel