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    » Cluster Analysis of High-Dimensional Data: A Case Study
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    ICST
    2008
    IEEE
    62views Software Engineering» more  ICST 2008»
    Efficient Test Data Generation for Variables with Complex Dependencies
    14 years 2 months ago
    Efficient Test Data Generation for Variables with Complex Dependencies
    Download  www.arminbeer.at
    This paper introduces a new method for generating test data that combines the benefits of equivalence partitioning, boundary value analysis and cause-effect analysis. It is suitab...
    Armin Beer, Stefan Mohacsi
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    NIPS
    2008
    166views Information Technology» more  NIPS 2008»
    An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis
    13 years 9 months ago
    An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis
    Download  www.fml.tuebingen.mpg.de
    We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, includ...
    Gabriele Schweikert, Christian Widmer, Bernhard Sc...
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    CASCON
    2007
    106views Education» more  CASCON 2007»
    Identifying active subgroups in online communities
    13 years 9 months ago
    Identifying active subgroups in online communities
    Download  peach.mie.utoronto.ca
    As online communities proliferate, methods are needed to explore and capture patterns of activity within them. This paper focuses on the problem of identifying active subgroups wi...
    Alvin Chin, Mark H. Chignell
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    ADMA
    2005
    Springer
    202views Data Mining» more  ADMA 2005»
    A Latent Usage Approach for Clustering Web Transaction and Building User Profile
    13 years 9 months ago
    A Latent Usage Approach for Clustering Web Transaction and Building User Profile
    Download  www.itee.uq.edu.au
    Web transaction data between web visitors and web functionalities usually convey users’ task-oriented behavior patterns. Clustering web transactions, thus, may capture such infor...
    Yanchun Zhang, Guandong Xu, Xiaofang Zhou
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    IPM
    2006
    151views more  IPM 2006»
    Document clustering using nonnegative matrix factorization
    13 years 7 months ago
    Document clustering using nonnegative matrix factorization
    Download  www.math.wfu.edu
    A methodology for automatically identifying and clustering semantic features or topics in a heterogeneous text collection is presented. Textual data is encoded using a low rank no...
    Farial Shahnaz, Michael W. Berry, V. Paul Pauca, R...
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