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    TKDE
    2012
    190views Formal Methods» more  TKDE 2012»
    Scalable Learning of Collective Behavior
    12 years 2 months ago
    Scalable Learning of Collective Behavior
    Download  dmml.asu.edu
    —This study of collective behavior is to understand how individuals behave in a social networking environment. Oceans of data generated by social media like Facebook, Twitter, Fl...
    Lei Tang, Xufei Wang, Huan Liu
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    TKDE
    2012
    192views Formal Methods» more  TKDE 2012»
    Discriminative Feature Selection by Nonparametric Bayes Error Minimization
    12 years 2 months ago
    Discriminative Feature Selection by Nonparametric Bayes Error Minimization
    Download  www.cc.gatech.edu
    Feature selection is fundamental to knowledge discovery from massive amount of high-dimensional data. In an effort to establish theoretical justification for feature selection al...
    Shuang-Hong Yang, Bao-Gang Hu
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    TKDE
    2012
    194views Formal Methods» more  TKDE 2012»
    A Query Formulation Language for the Data Web
    12 years 2 months ago
    A Query Formulation Language for the Data Web
    Download  www.sundaychennai.com
    — We present a query formulation language (called MashQL) in order to easily query and fuse structured data on the web. The main novelty of MashQL is that it allows people with l...
    Mustafa Jarrar, Marios D. Dikaiakos
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    TKDE
    2012
    198views Formal Methods» more  TKDE 2012»
    Distributed Line Graphs: A Universal Technique for Designing DHTs Based on Arbitrary Regular Graphs
    12 years 2 months ago
    Distributed Line Graphs: A Universal Technique for Designing DHTs Based on Arbitrary Regular Graphs
    Download  www.cc.gatech.edu
    — Most proposed DHTs engage certain topology maintenance mechanisms specific to the static graphs on which they are based. The designs of these mechanisms are complicated and rep...
    Yiming Zhang, Ling Liu
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    TKDE
    2012
    212views Formal Methods» more  TKDE 2012»
    Segmentation and Sampling of Moving Object Trajectories Based on Representativeness
    12 years 2 months ago
    Segmentation and Sampling of Moving Object Trajectories Based on Representativeness
    Download  www.e-bi.gr
    —Moving Object Databases (MOD), although ubiquitous, still call for methods that will be able to understand, search, analyze, and browse their spatiotemporal content. In this pap...
    Costas Panagiotakis, Nikos Pelekis, Ioannis Kopana...
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    TKDE
    2012
    215views Formal Methods» more  TKDE 2012»
    Outsourced Similarity Search on Metric Data Assets
    12 years 2 months ago
    Outsourced Similarity Search on Metric Data Assets
    Download  www.sundaychennai.com
    —This paper considers a cloud computing setting in which similarity querying of metric data is outsourced to a service provider. The data is to be revealed only to trusted users,...
    Man Lung Yiu, Ira Assent, Christian S. Jensen, Pan...
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    TKDE
    2012
    487views Formal Methods» more  TKDE 2012»
    Query Planning for Continuous Aggregation Queries over a Network of Data Aggregators
    12 years 2 months ago
    Query Planning for Continuous Aggregation Queries over a Network of Data Aggregators
    Download  www.sundaychennai.com
    —Continuous queries are used to monitor changes to time varying data and to provide results useful for online decision making. Typically a user desires to obtain the value of som...
    Rajeev Gupta, Krithi Ramamritham
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    TKDE
    2012
    229views Formal Methods» more  TKDE 2012»
    Effective Pattern Discovery for Text Mining
    12 years 2 months ago
    Effective Pattern Discovery for Text Mining
    Download  www.kis-lab.com
    —Many data mining techniques have been proposed for mining useful patterns in text documents. However, how to effectively use and update discovered patterns is still an open rese...
    Ning Zhong, Yuefeng Li, Sheng-Tang Wu
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    TKDE
    2012
    207views Formal Methods» more  TKDE 2012»
    Mining Web Graphs for Recommendations
    12 years 2 months ago
    Mining Web Graphs for Recommendations
    Download  www.sundaychennai.com
    —As the exponential explosion of various contents generated on the Web, Recommendation techniques have become increasingly indispensable. Innumerable different kinds of recommend...
    Hao Ma, Irwin King, Michael R. Lyu
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    TEC
    2012
    197views Formal Methods» more  TEC 2012»
    Improving Generalization Performance in Co-Evolutionary Learning
    12 years 2 months ago
    Improving Generalization Performance in Co-Evolutionary Learning
    Download  www.cs.bham.ac.uk
    Recently, the generalization framework in co-evolutionary learning has been theoretically formulated and demonstrated in the context of game-playing. Generalization performance of...
    Siang Yew Chong, Peter Tino, Day Chyi Ku, Xin Yao
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