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    SDM
    2010
    SIAM
    115views Data Mining» more  SDM 2010»
    Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations
    14 years 11 months ago
    Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations
    Download  www.cs.cmu.edu
    Given large, multi-million node graphs (e.g., FaceBook, web-crawls, etc.), how do they evolve over time? How are they connected? What are the central nodes and the outliers of the...
    U. Kang, Charalampos E. Tsourakakis, Ana Paula App...
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    SDM
    2010
    SIAM
    165views Data Mining» more  SDM 2010»
    Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class
    14 years 11 months ago
    Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class
    Download  www.r.dl.itc.u-tokyo.ac.jp
    The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
    Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshid...
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    SDM
    2010
    SIAM
    149views Data Mining» more  SDM 2010»
    Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
    14 years 11 months ago
    Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
    Download  www.cs.cmu.edu
    Real-world relational data are seldom stationary, yet traditional collaborative filtering algorithms generally rely on this assumption. Motivated by our sales prediction problem, ...
    Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff Schneide...
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    SDM
    2010
    SIAM
    165views Data Mining» more  SDM 2010»
    Direct Density Ratio Estimation with Dimensionality Reduction
    14 years 11 months ago
    Direct Density Ratio Estimation with Dimensionality Reduction
    Download  sugiyama-www.cs.titech.ac.jp
    Methods for directly estimating the ratio of two probability density functions without going through density estimation have been actively explored recently since they can be used...
    Masashi Sugiyama, Satoshi Hara, Paul von Büna...
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    PIMRC
    2010
    IEEE
    179views Communications» more  PIMRC 2010»
    On Maximum Likelihood MIMO detection in QAM-FBMC systems
    14 years 8 months ago
    On Maximum Likelihood MIMO detection in QAM-FBMC systems
    Download  cedric.cnam.fr
    Multi-carrier modulation and especially CP-OFDM is widely used nowadays in several radio communications. However, FBMC is a potential alternative to CP-OFDM since it does not requi...
    R. Zakaria, Didier Le Ruyet
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