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    ICDE
    2012
    IEEE
    227views Database» more  ICDE 2012»
    Horizontal Reduction: Instance-Level Dimensionality Reduction for Similarity Search in Large Document Databases
    11 years 7 months ago
    Horizontal Reduction: Instance-Level Dimensionality Reduction for Similarity Search in Large Document Databases
    Download  dblab.kaist.ac.kr
    —Dimensionality reduction is essential in text mining since the dimensionality of text documents could easily reach several tens of thousands. Most recent efforts on dimensionali...
    Min-Soo Kim 0001, Kyu-Young Whang, Yang-Sae Moon
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    TKDE
    2012
    270views Formal Methods» more  TKDE 2012»
    Low-Rank Kernel Matrix Factorization for Large-Scale Evolutionary Clustering
    11 years 7 months ago
    Low-Rank Kernel Matrix Factorization for Large-Scale Evolutionary Clustering
    Download  www.cs.wayne.edu
    —Traditional clustering techniques are inapplicable to problems where the relationships between data points evolve over time. Not only is it important for the clustering algorith...
    Lijun Wang, Manjeet Rege, Ming Dong, Yongsheng Din...
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