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» An Empirical Analysis of Domain Adaptation Algorithms for Ge...
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MM
2006
ACM
178views Multimedia» more  MM 2006»
13 years 10 months ago
Multimedia signal processing for behavioral quantification in neuroscience
While there have been great advances in quantification of the genotype of organisms, including full genomes for many species, the quantification of phenotype is at a comparatively...
Peter Andrews, Haibin Wang, Dan Valente, Jih&egrav...
JMLR
2012
11 years 7 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
CEC
2005
IEEE
13 years 10 months ago
Multiobjective clustering around medoids
Abstract- The large majority of existing clustering algorithms are centered around the notion of a feature, that is, individual data items are represented by their intrinsic proper...
Julia Handl, Joshua D. Knowles
ASPDAC
2008
ACM
126views Hardware» more  ASPDAC 2008»
13 years 6 months ago
A Multi-Processor NoC platform applied on the 802.11i TKIP cryptosystem
Since 2001, there have been a myriad of papers on systematic analysis of Multi-Processor System on Chip (MPSoC) and Network on Chip (NoC). Nevertheless, we only have a few of their...
Jung-Ho Lee, Sung-Rok Yoon, Kwang-Eui Pyun, Sin-Ch...
CORR
2007
Springer
127views Education» more  CORR 2007»
13 years 4 months ago
Attribute Exploration of Discrete Temporal Transitions
Discrete temporal transitions occur in a variety of domains, but this work is mainly motivated by applications in molecular biology: explaining and analyzing observed transcriptome...
Johannes Wollbold