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    SDM
    2011
    SIAM
    269views Data Mining» more  SDM 2011»
    Semi-Supervised Convolution Graph Kernels for Relation Extraction
    12 years 10 months ago
    Semi-Supervised Convolution Graph Kernels for Relation Extraction
    Download  www.cs.cmu.edu
    Extracting semantic relations between entities is an important step towards automatic text understanding. In this paper, we propose a novel Semi-supervised Convolution Graph Kerne...
    Xia Ning, Yanjun Qi
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    SDM
    2011
    SIAM
    370views Data Mining» more  SDM 2011»
    Sparse Latent Semantic Analysis
    12 years 10 months ago
    Sparse Latent Semantic Analysis
    Download  www.cs.cmu.edu
    Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
    Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....
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    SDM
    2011
    SIAM
    218views Data Mining» more  SDM 2011»
    Segmented nestedness in binary data
    12 years 10 months ago
    Segmented nestedness in binary data
    Download  www.cs.helsinki.fi
    A binary matrix is fully nested if its columns form a chain of subsets; that is, any two columns are ordered by the subset relation, where we view each column as a subset of the r...
    Esa Junttila, Petteri Kaski
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    SDM
    2011
    SIAM
    256views Data Mining» more  SDM 2011»
    Temporal Structure Learning for Clustering Massive Data Streams in Real-Time
    12 years 10 months ago
    Temporal Structure Learning for Clustering Massive Data Streams in Real-Time
    Download  michael.hahsler.net
    This paper describes one of the first attempts to model the temporal structure of massive data streams in real-time using data stream clustering. Recently, many data stream clust...
    Michael Hahsler, Margaret H. Dunham
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    SIAMJO
    2011
    184views Software Engineering» more  SIAMJO 2011»
    Rank-Sparsity Incoherence for Matrix Decomposition
    12 years 10 months ago
    Rank-Sparsity Incoherence for Matrix Decomposition
    Download  ssg.mit.edu
    Suppose we are given a matrix that is formed by adding an unknown sparse matrix to an unknown low-rank matrix. Our goal is to decompose the given matrix into its sparse and low-ran...
    Venkat Chandrasekaran, Sujay Sanghavi, Pablo A. Pa...
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