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    SDM
    2012
    SIAM
    340views Data Mining» more  SDM 2012»
    IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems
    13 years 8 months ago
    IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems
    Download  www.cs.uiuc.edu
    A Cyber-Physical System (CPS) integrates physical (i.e., sensor) devices with cyber (i.e., informational) components to form a situation-aware system that responds intelligently t...
    Lu An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thom...
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    SDM
    2012
    SIAM
    294views Data Mining» more  SDM 2012»
    Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
    13 years 8 months ago
    Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
    Download  people.ee.duke.edu
    We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
    Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
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    SDM
    2012
    SIAM
    247views Data Mining» more  SDM 2012»
    Simplex Distributions for Embedding Data Matrices over Time
    13 years 8 months ago
    Simplex Distributions for Embedding Data Matrices over Time
    Download  www-kd.iai.uni-bonn.de
    Early stress recognition is of great relevance in precision plant protection. Pre-symptomatic water stress detection is of particular interest, ultimately helping to meet the chal...
    Kristian Kersting, Mirwaes Wahabzada, Christoph R&...
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    SDM
    2012
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    355views Data Mining» more  SDM 2012»
    Granger Causality Analysis in Irregular Time Series
    13 years 8 months ago
    Granger Causality Analysis in Irregular Time Series
    Download  www-scf.usc.edu
    Learning temporal causal structures between time series is one of the key tools for analyzing time series data. In many real-world applications, we are confronted with Irregular T...
    Mohammad Taha Bahadori, Yan Liu
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    SDM
    2012
    SIAM
    304views Data Mining» more  SDM 2012»
    Robust Reputation-Based Ranking on Bipartite Rating Networks
    13 years 8 months ago
    Robust Reputation-Based Ranking on Bipartite Rating Networks
    Download  www.se.cuhk.edu.hk
    With the growth of the Internet and E-commerce, bipartite rating networks are ubiquitous. In such bipartite rating networks, there exist two types of entities: the users and the o...
    Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng
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