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    Mining Cohesive Patterns from Graphs with Feature Vectors.
    15 years 10 months ago
    Mining Cohesive Patterns from Graphs with Feature Vectors.
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    The increasing availability of network data is creating a great potential for knowledge discovery from graph data. In many applications, feature vectors are given in addition to g...
    Arash Rafiey, Flavia Moser, Martin Ester, Recep Co...
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    106
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    170views Data Mining» more  SDM 2009»
    Optimal Distance Bounds on Time-Series Data.
    15 years 10 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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    104
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    119views Data Mining» more  SDM 2009»
    Twin Vector Machines for Online Learning on a Budget.
    15 years 10 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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    114
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    170views Data Mining» more  SDM 2009»
    Mining Complex Spatio-Temporal Sequence Patterns.
    15 years 10 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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    110
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    2009
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    129views Data Mining» more  SDM 2009»
    Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
    15 years 10 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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