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    CIKM
    2006
    Springer
    189views Information Technology» more  CIKM 2006»
    Coupling feature selection and machine learning methods for navigational query identification
    13 years 9 months ago
    Coupling feature selection and machine learning methods for navigational query identification
    Download  ai.uwaterloo.ca
    It is important yet hard to identify navigational queries in Web search due to a lack of sufficient information in Web queries, which are typically very short. In this paper we st...
    Yumao Lu, Fuchun Peng, Xin Li, Nawaaz Ahmed
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    ICML
    2009
    IEEE
    160views Machine Learning» more  ICML 2009»
    The adaptive k-meteorologists problem and its application to structure learning and feature selection in reinforcement learning
    14 years 6 months ago
    The adaptive k-meteorologists problem and its application to structure learning and feature selection in reinforcement learning
    Download  www.research.rutgers.edu
    The purpose of this paper is three-fold. First, we formalize and study a problem of learning probabilistic concepts in the recently proposed KWIK framework. We give details of an ...
    Carlos Diuk, Lihong Li, Bethany R. Leffler
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    EVOW
    2006
    Springer
    93views Artificial Intelligence» more  EVOW 2006»
    Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns
    13 years 9 months ago
    Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns
    Download  research.sabanciuniv.edu
    Functional identification of G-Protein Coupled Receptors (GPCRs) is one of the current focus areas of pharmaceutical research. Although thousands of GPCR sequences are known, many ...
    Burcu Bakir, Osman Ugur Sezerman
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    BMCBI
    2005
    118views more  BMCBI 2005»
    Feature selection and nearest centroid classification for protein mass spectrometry
    13 years 5 months ago
    Feature selection and nearest centroid classification for protein mass spectrometry
    Download  www.biomedcentral.com
    Background: The use of mass spectrometry as a proteomics tool is poised to revolutionize early disease diagnosis and biomarker identification. Unfortunately, before standard super...
    Ilya Levner
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    CCR
    2006
    114views more  CCR 2006»
    A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification
    13 years 5 months ago
    A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification
    Download  ccr.sigcomm.org
    The identification of network applications through observation of associated packet traffic flows is vital to the areas of network management and surveillance. Currently popular m...
    Nigel Williams, Sebastian Zander, Grenville J. Arm...
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