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    SDM
    2009
    SIAM
    129views Data Mining» more  SDM 2009»
    Multi-topic Based Query-Oriented Summarization.
    15 years 6 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
    170views Data Mining» more  SDM 2009»
    Mining Complex Spatio-Temporal Sequence Patterns.
    15 years 6 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
    119views Data Mining» more  SDM 2009»
    Twin Vector Machines for Online Learning on a Budget.
    15 years 6 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
    251views Data Mining» more  SDM 2009»
    High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic.
    15 years 6 months ago
    High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic.
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    Biclustering refers to simultaneous clustering of objects and their features. Use of biclustering is gaining momentum in areas such as text mining, gene expression analysis and co...
    Alok N. Choudhary, Arifa Nisar, Waseem Ahmad, Wei-...
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    SDM
    2009
    SIAM
    394views Data Mining» more  SDM 2009»
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    15 years 6 months ago
    Multi-Modal Hierarchical Dirichlet Process Model for Predicting Image Annotation and Image-Object Label Correspondence.
    Download  www.cs.iastate.edu
    Many real-world applications call for learning predictive relationships from multi-modal data. In particular, in multi-media and web applications, given a dataset of images and th...
    Oksana Yakhnenko, Vasant Honavar
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