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    SDM
    2009
    SIAM
    170views Data Mining» more  SDM 2009»
    Optimal Distance Bounds on Time-Series Data.
    15 years 9 months ago
    Optimal Distance Bounds on Time-Series Data.
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    Most data mining operations include an integral search component at their core. For example, the performance of similarity search or classification based on Nearest Neighbors is ...
    Michail Vlachos, Philip S. Yu, Suleyman S. Kozat
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    SDM
    2009
    SIAM
    119views Data Mining» more  SDM 2009»
    Twin Vector Machines for Online Learning on a Budget.
    15 years 9 months ago
    Twin Vector Machines for Online Learning on a Budget.
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    This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
    Zhuang Wang, Slobodan Vucetic
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    SDM
    2009
    SIAM
    170views Data Mining» more  SDM 2009»
    Mining Complex Spatio-Temporal Sequence Patterns.
    15 years 9 months ago
    Mining Complex Spatio-Temporal Sequence Patterns.
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    Mining sequential movement patterns describing group behaviour in potentially streaming spatio-temporal data sets is a challenging problem. Movements are typically noisy and often...
    Florian Verhein
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    SDM
    2009
    SIAM
    129views Data Mining» more  SDM 2009»
    Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
    15 years 9 months ago
    Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
    Download  www.csee.umbc.edu
    This paper considers the problem of change detection using local distributed eigen monitoring algorithms for next generation of astronomy petascale data pipelines such as the Larg...
    Kamalika Das, Kanishka Bhaduri, Sugandha Arora, We...
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    SDM
    2009
    SIAM
    176views Data Mining» more  SDM 2009»
    Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
    15 years 9 months ago
    Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
    Download  www.cs.umb.edu
    Large amounts of remotely sensed data calls for data mining techniques to fully utilize their rich information content. In this paper, we study new means of discovery and summariz...
    Wei Ding 0003, Tomasz F. Stepinski, Josue Salazar
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