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    KDD
    2007
    ACM
    170views Data Mining» more  KDD 2007»
    From frequent itemsets to semantically meaningful visual patterns
    14 years 9 months ago
    From frequent itemsets to semantically meaningful visual patterns
    Download  www.eecs.northwestern.edu
    Data mining techniques that are successful in transaction and text data may not be simply applied to image data that contain high-dimensional features and have spatial structures....
    Junsong Yuan, Ying Wu, Ming Yang
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    KDD
    2007
    ACM
    220views Data Mining» more  KDD 2007»
    SCAN: a structural clustering algorithm for networks
    14 years 9 months ago
    SCAN: a structural clustering algorithm for networks
    Download  ifsc.ualr.edu
    Network clustering (or graph partitioning) is an important task for the discovery of underlying structures in networks. Many algorithms find clusters by maximizing the number of i...
    Xiaowei Xu, Nurcan Yuruk, Zhidan Feng, Thomas A. J...
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    KDD
    2007
    ACM
    153views Data Mining» more  KDD 2007»
    Exploiting duality in summarization with deterministic guarantees
    14 years 9 months ago
    Exploiting duality in summarization with deterministic guarantees
    Download  i.cs.hku.hk
    Summarization is an important task in data mining. A major challenge over the past years has been the efficient construction of fixed-space synopses that provide a deterministic q...
    Panagiotis Karras, Dimitris Sacharidis, Nikos Mamo...
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    KDD
    2007
    ACM
    249views Data Mining» more  KDD 2007»
    The minimum consistent subset cover problem and its applications in data mining
    14 years 9 months ago
    The minimum consistent subset cover problem and its applications in data mining
    Download  www.cs.sfu.ca
    In this paper, we introduce and study the Minimum Consistent Subset Cover (MCSC) problem. Given a finite ground set X and a constraint t, find the minimum number of consistent sub...
    Byron J. Gao, Martin Ester, Jin-yi Cai, Oliver Sch...
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    KDD
    2007
    ACM
    138views Data Mining» more  KDD 2007»
    Enhancing semi-supervised clustering: a feature projection perspective
    14 years 9 months ago
    Enhancing semi-supervised clustering: a feature projection perspective
    Download  velblod.videolectures.net
    Wei Tang, Hui Xiong, Shi Zhong, Jie Wu
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    KDD
    2007
    ACM
    136views Data Mining» more  KDD 2007»
    Information genealogy: uncovering the flow of ideas in non-hyperlinked document databases
    14 years 9 months ago
    Information genealogy: uncovering the flow of ideas in non-hyperlinked document databases
    Download  www.benyah.net
    We now have incrementally-grown databases of text documents ranging back for over a decade in areas ranging from personal email, to news-articles and conference proceedings. While...
    Benyah Shaparenko, Thorsten Joachims
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    KDD
    2007
    ACM
    112views Data Mining» more  KDD 2007»
    Statistical change detection for multi-dimensional data
    14 years 9 months ago
    Statistical change detection for multi-dimensional data
    Download  www.cise.ufl.edu
    This paper deals with detecting change of distribution in multi-dimensional data sets. For a given baseline data set and a set of newly observed data points, we define a statistic...
    Xiuyao Song, Mingxi Wu, Christopher M. Jermaine, S...
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    KDD
    2007
    ACM
    178views Data Mining» more  KDD 2007»
    Practical learning from one-sided feedback
    14 years 9 months ago
    Practical learning from one-sided feedback
    Download  www.eecs.tufts.edu
    In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...
    D. Sculley
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    KDD
    2007
    ACM
    237views Data Mining» more  KDD 2007»
    Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
    14 years 9 months ago
    Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
    Download  www.r.dl.itc.u-tokyo.ac.jp
    Documents, such as those seen on Wikipedia and Folksonomy, have tended to be assigned with multiple topics as a meta-data. Therefore, it is more and more important to analyze a re...
    Issei Sato, Hiroshi Nakagawa
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    KDD
    2007
    ACM
    157views Data Mining» more  KDD 2007»
    Association analysis-based transformations for protein interaction networks: a function prediction case study
    14 years 9 months ago
    Association analysis-based transformations for protein interaction networks: a function prediction case study
    Download  www-users.cs.umn.edu
    Gaurav Pandey, Michael Steinbach, Rohit Gupta, Tus...
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