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    KDD
    2003
    ACM
    129views Data Mining» more  KDD 2003»
    Empirical comparisons of various voting methods in bagging
    14 years 9 months ago
    Empirical comparisons of various voting methods in bagging
    Download  www.cs.ucla.edu
    Finding effective methods for developing an ensemble of models has been an active research area of large-scale data mining in recent years. Models learned from data are often subj...
    Kelvin T. Leung, Douglas Stott Parker Jr.
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    KDD
    2003
    ACM
    449views Data Mining» more  KDD 2003»
    Passenger-based predictive modeling of airline no-show rates
    14 years 9 months ago
    Passenger-based predictive modeling of airline no-show rates
    Download  www.research.ibm.com
    Airlines routinely overbook flights based on the expectation that some fraction of booked passengers will not show for each flight. Accurate forecasts of the expected number of no...
    Richard D. Lawrence, Se June Hong, Jacques Cherrie...
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    KDD
    2003
    ACM
    128views Data Mining» more  KDD 2003»
    Similarity analysis on government regulations
    14 years 9 months ago
    Similarity analysis on government regulations
    Download  www.hks.harvard.edu
    Government regulations are semi-structured text documents that are often voluminous, heavily cross-referenced between provisions and even ambiguous. Multiple sources of regulation...
    Gloria T. Lau, Kincho H. Law, Gio Wiederhold
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    KDD
    2003
    ACM
    205views Data Mining» more  KDD 2003»
    The data mining approach to automated software testing
    14 years 9 months ago
    The data mining approach to automated software testing
    Download  www2.cs.uh.edu
    In today's industry, the design of software tests is mostly based on the testers' expertise, while test automation tools are limited to execution of pre-planned tests on...
    Mark Last, Menahem Friedman, Abraham Kandel
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    KDD
    2003
    ACM
    133views Data Mining» more  KDD 2003»
    PROXIMUS: a framework for analyzing very high dimensional discrete-attributed datasets
    14 years 9 months ago
    PROXIMUS: a framework for analyzing very high dimensional discrete-attributed datasets
    Download  vorlon.case.edu
    Ananth Grama, Mehmet Koyutürk
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    KDD
    2003
    ACM
    269views Data Mining» more  KDD 2003»
    Maximizing the spread of influence through a social network
    14 years 9 months ago
    Maximizing the spread of influence through a social network
    Download  www.cs.cornell.edu
    Models for the processes by which ideas and influence propagate through a social network have been studied in a number of domains, including the diffusion of medical and technolog...
    David Kempe, Jon M. Kleinberg, Éva Tardos
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    KDD
    2003
    ACM
    129views Data Mining» more  KDD 2003»
    Nantonac collaborative filtering: recommendation based on order responses
    14 years 9 months ago
    Nantonac collaborative filtering: recommendation based on order responses
    Download  www.kamishima.net
    A recommender system suggests the items expected to be preferred by the users. Recommender systems use collaborative filtering to recommend items by summarizing the preferences of...
    Toshihiro Kamishima
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    KDD
    2003
    ACM
    170views Data Mining» more  KDD 2003»
    Efficient decision tree construction on streaming data
    14 years 9 months ago
    Efficient decision tree construction on streaming data
    Download  www.cse.ohio-state.edu
    Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
    Ruoming Jin, Gagan Agrawal
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    KDD
    2003
    ACM
    152views Data Mining» more  KDD 2003»
    Interactive exploration of coherent patterns in time-series gene expression data
    14 years 9 months ago
    Interactive exploration of coherent patterns in time-series gene expression data
    Download  www.cs.sfu.ca
    Discovering coherent gene expression patterns in time-series gene expression data is an important task in bioinformatics research and biomedical applications. In this paper, we pr...
    Daxin Jiang, Jian Pei, Aidong Zhang
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    KDD
    2003
    ACM
    160views Data Mining» more  KDD 2003»
    Playing hide-and-seek with correlations
    14 years 9 months ago
    Playing hide-and-seek with correlations
    Download  www.cise.ufl.edu
    We present a method for very high-dimensional correlation analysis. The method relies equally on rigorous search strategies and on human interaction. At each step, the method cons...
    Chris Jermaine
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