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    JIB
    2006
    220views more  JIB 2006»
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    13 years 8 months ago
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    Download  journal.imbio.de
    Protein-protein interactions (PPI) play a key role in many biological systems. Over the past few years, an explosion in availability of functional biological data obtained from hi...
    Fiona Browne, Haiying Wang, Huiru Zheng, Francisco...
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    ICPP
    2006
    IEEE
    96views Distributed And Parallel Com...» more  ICPP 2006»
    Performance Modeling based on Multidimensional Surface Learning for Performance Predictions of Parallel Applications in Non-Dedi
    14 years 2 months ago
    Performance Modeling based on Multidimensional Surface Learning for Performance Predictions of Parallel Applications in Non-Dedi
    Download  www.serc.iisc.ernet.in
    Modeling the performance behavior of parallel applications to predict the execution times of the applications for larger problem sizes and number of processors has been an active ...
    Jay Yagnik, H. A. Sanjay, Sathish S. Vadhiyar
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    ICML
    2009
    IEEE
    125views Machine Learning» more  ICML 2009»
    Hilbert space embeddings of conditional distributions with applications to dynamical systems
    14 years 9 months ago
    Hilbert space embeddings of conditional distributions with applications to dynamical systems
    Download  www.cs.cmu.edu
    In this paper, we extend the Hilbert space embedding approach to handle conditional distributions. We derive a kernel estimate for the conditional embedding, and show its connecti...
    Le Song, Jonathan Huang, Alexander J. Smola, Kenji...
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    BMCBI
    2008
    107views more  BMCBI 2008»
    A machine learning approach to explore the spectra intensity pattern of peptides using tandem mass spectrometry data
    13 years 8 months ago
    A machine learning approach to explore the spectra intensity pattern of peptides using tandem mass spectrometry data
    Download  www.biomedcentral.com
    Background: A better understanding of the mechanisms involved in gas-phase fragmentation of peptides is essential for the development of more reliable algorithms for high-throughp...
    Cong Zhou, Lucas D. Bowler, Jianfeng Feng
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    TON
    2010
    167views more  TON 2010»
    A Machine Learning Approach to TCP Throughput Prediction
    13 years 3 months ago
    A Machine Learning Approach to TCP Throughput Prediction
    Download  pages.cs.wisc.edu
    TCP throughput prediction is an important capability in wide area overlay and multi-homed networks where multiple paths may exist between data sources and receivers. In this paper...
    Mariyam Mirza, Joel Sommers, Paul Barford, Xiaojin...
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