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ICANN
2010
Springer
14 years 10 months ago
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines
Abstract. Learning algorithms relying on Gibbs sampling based stochastic approximations of the log-likelihood gradient have become a common way to train Restricted Boltzmann Machin...
Asja Fischer, Christian Igel
BMCBI
2010
95views more  BMCBI 2010»
14 years 10 months ago
An effective approach for identification of in vivo protein-DNA binding sites from paired-end ChIP-Seq data
Background: ChIP-Seq, which combines chromatin immunoprecipitation (ChIP) with high-throughput massively parallel sequencing, is increasingly being used for identification of prot...
Congmao Wang, Jie Xu, Dasheng Zhang, Zoe A. Wilson...
BMCBI
2010
74views more  BMCBI 2010»
14 years 10 months ago
Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolut
Background: Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hun...
Hunter N. B. Moseley
PLDI
2003
ACM
15 years 3 months ago
Points-to analysis using BDDs
This paper reports on a new approach to solving a subset-based points-to analysis for Java using Binary Decision Diagrams (BDDs). In the model checking community, BDDs have been s...
Marc Berndl, Ondrej Lhoták, Feng Qian, Laur...
CIKM
2008
Springer
14 years 11 months ago
Mining term association patterns from search logs for effective query reformulation
Search engine logs are an emerging new type of data that offers interesting opportunities for data mining. Existing work on mining such data has mostly attempted to discover knowl...
Xuanhui Wang, ChengXiang Zhai