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    285views Data Mining» more  SDM 2012»
    A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets
    11 years 7 months ago
    A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets
    Download  www.cs.ucr.edu
    Given the ubiquity of time series data, the data mining community has spent significant time investigating the best time series similarity measure to use for various tasks and dom...
    Qiang Zhu 0002, Gustavo E. A. P. A. Batista, Thana...
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    2012
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    Mining Massive Archives of Mice Sounds with Symbolized Representations
    11 years 7 months ago
    Mining Massive Archives of Mice Sounds with Symbolized Representations
    Download  www.cs.ucr.edu
    Many animals produce long sequences of vocalizations best described as “songs.” In some animals, such as crickets and frogs, these songs are relatively simple and repetitive c...
    Jesin Zakaria, Sarah Rotschafer, Abdullah Mueen, K...
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    Simplex Distributions for Embedding Data Matrices over Time
    11 years 7 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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    IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems
    11 years 7 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
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    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    11 years 7 months ago
    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    Download  www.cs.ucsb.edu
    The Knowledge Discovery Toolbox (KDT) enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the ...
    Adam Lugowski, David M. Alber, Aydin Buluç,...
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