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    DATAMINE
    2010
    121views more  DATAMINE 2010»
    Binary matrix factorization for analyzing gene expression data
    13 years 7 months ago
    Binary matrix factorization for analyzing gene expression data
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    Zhongyuan Zhang, Tao Li, Chris H. Q. Ding, Xian-We...
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    DATAMINE
    2010
    161views more  DATAMINE 2010»
    Predicting labels for dyadic data
    13 years 10 months ago
    Predicting labels for dyadic data
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    : In dyadic prediction, the input consists of a pair of items (a dyad), and the goal is to predict the value of an observation related to the dyad. Special cases of dyadic predicti...
    Aditya Krishna Menon, Charles Elkan
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    DATAMINE
    2010
    116views more  DATAMINE 2010»
    A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings
    14 years 25 days ago
    A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings
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    Eric Bae, James Bailey, Guozhu Dong
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    DATAMINE
    2010
    189views more  DATAMINE 2010»
    A game-theoretic framework to identify overlapping communities in social networks
    14 years 25 days ago
    A game-theoretic framework to identify overlapping communities in social networks
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    In this paper, we introduce a game-theoretic framework to address the community detection problem based on the structures of social networks. We formulate the dynamics of community...
    Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
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    DATAMINE
    2010
    122views more  DATAMINE 2010»
    Three naive Bayes approaches for discrimination-free classification
    14 years 25 days ago
    Three naive Bayes approaches for discrimination-free classification
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    In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...
    Toon Calders, Sicco Verwer
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    DATAMINE
    2010
    141views more  DATAMINE 2010»
    Exact indexing for massive time series databases under time warping distance
    14 years 25 days ago
    Exact indexing for massive time series databases under time warping distance
    Download  www.research.chula.ac.th
    Vit Niennattrakul, Pongsakorn Ruengronghirunya, Ch...
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    DATAMINE
    2010
    166views more  DATAMINE 2010»
    Optimal constraint-based decision tree induction from itemset lattices
    14 years 25 days ago
    Optimal constraint-based decision tree induction from itemset lattices
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    In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
    Siegfried Nijssen, Élisa Fromont
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    DATAMINE
    2010
    133views more  DATAMINE 2010»
    Using background knowledge to rank itemsets
    14 years 25 days ago
    Using background knowledge to rank itemsets
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    Assessing the quality of discovered results is an important open problem in data mining. Such assessment is particularly vital when mining itemsets, since commonly many of the disc...
    Nikolaj Tatti, Michael Mampaey
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    DATAMINE
    2010
    120views more  DATAMINE 2010»
    A weighted voting summarization of SOM ensembles
    14 years 25 days ago
    A weighted voting summarization of SOM ensembles
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    Abstract Weighted Voting Superposition (WeVoS) is a novel summarization algorithm for the results of an ensemble of Self-Organizing Maps. Its principal aim is to achieve the lowest...
    Bruno Baruque, Emilio Corchado
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    DATAMINE
    2010
    75views more  DATAMINE 2010»
    ECM-aware cell-graph mining for bone tissue modeling and classification
    14 years 25 days ago
    ECM-aware cell-graph mining for bone tissue modeling and classification
    Download  www.cs.rpi.edu
    Cemal Çagatay Bilgin, Peter Bullough, Georg...
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