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    SDM
    2009
    SIAM
    129views Data Mining» more  SDM 2009»
    Multi-topic Based Query-Oriented Summarization.
    16 years 1 months ago
    Multi-topic Based Query-Oriented Summarization.
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    Query-oriented summarization aims at extracting an informative summary from a document collection for a given query. It is very useful to help users grasp the main information rel...
    Dewei Chen, Jie Tang, Limin Yao
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    SDM
    2009
    SIAM
    149views Data Mining» more  SDM 2009»
    Near-optimal Supervised Feature Selection among Frequent Subgraphs.
    16 years 1 months ago
    Near-optimal Supervised Feature Selection among Frequent Subgraphs.
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    Graph classification is an increasingly important step in numerous application domains, such as function prediction of molecules and proteins, computerised scene analysis, and an...
    Alexander J. Smola, Arthur Gretton, Hans-Peter Kri...
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    SDM
    2009
    SIAM
    192views Data Mining» more  SDM 2009»
    Mining Cohesive Patterns from Graphs with Feature Vectors.
    16 years 1 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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    SDM
    2009
    SIAM
    170views Data Mining» more  SDM 2009»
    Optimal Distance Bounds on Time-Series Data.
    16 years 1 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
    176views Data Mining» more  SDM 2009»
    Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
    16 years 1 months ago
    Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
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    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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