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    165
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    SDM
    2011
    SIAM
    218views Data Mining» more  SDM 2011»
    Segmented nestedness in binary data
    14 years 6 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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    152
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    SDM
    2011
    SIAM
    242views Data Mining» more  SDM 2011»
    Fast Algorithms for Finding Extremal Sets
    14 years 6 months ago
    Fast Algorithms for Finding Extremal Sets
    Download  www.bayardo.org
    Identifying the extremal (minimal and maximal) sets from a collection of sets is an important subproblem in the areas of data-mining and satisfiability checking. For example, ext...
    Roberto J. Bayardo, Biswanath Panda
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    147
    Voted
    SDM
    2011
    SIAM
    198views Data Mining» more  SDM 2011»
    Exemplar-based Robust Coherent Biclustering
    14 years 6 months ago
    Exemplar-based Robust Coherent Biclustering
    Download  www.cs.iastate.edu
    The biclustering, co-clustering, or subspace clustering problem involves simultaneously grouping the rows and columns of a data matrix to uncover biclusters or sub-matrices of the...
    Kewei Tu, Xixiu Ouyang, Dingyi Han, Vasant Honavar
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    163
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    SDM
    2011
    SIAM
    203views Data Mining» more  SDM 2011»
    Interpreting and Unifying Outlier Scores
    14 years 6 months ago
    Interpreting and Unifying Outlier Scores
    Download  www.dbs.ifi.lmu.de
    Outlier scores provided by different outlier models differ widely in their meaning, range, and contrast between different outlier models and, hence, are not easily comparable o...
    Hans-Peter Kriegel, Peer Kröger, Erich Schube...
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    153
    Voted
    SDM
    2011
    SIAM
    223views Data Mining» more  SDM 2011»
    Characterizing Uncertain Data using Compression
    14 years 6 months ago
    Characterizing Uncertain Data using Compression
    Download  www.francescobonchi.com
    Motivated by sensor networks, mobility data, biology and life sciences, the area of mining uncertain data has recently received a great deal of attention. While various papers hav...
    Francesco Bonchi, Matthijs van Leeuwen, Antti Ukko...
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    238
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    SDM
    2011
    SIAM
    370views Data Mining» more  SDM 2011»
    Sparse Latent Semantic Analysis
    14 years 6 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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    129
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    SDM
    2011
    SIAM
    179views Data Mining» more  SDM 2011»
    Probabilistic Models over Ordered Partitions with Applications in Document Ranking and Collaborative Filtering
    14 years 6 months ago
    Probabilistic Models over Ordered Partitions with Applications in Document Ranking and Collaborative Filtering
    Download  www.computing.edu.au
    Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
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    143
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    2011
    SIAM
    230views Data Mining» more  SDM 2011»
    Multidimensional Association Rules in Boolean Tensors
    14 years 6 months ago
    Multidimensional Association Rules in Boolean Tensors
    Download  liris.cnrs.fr
    Popular data mining methods support knowledge discovery from patterns that hold in binary relations. We study the generalization of association rule mining within arbitrary n-ary ...
    Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, J...
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    165
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    SDM
    2011
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    269views Data Mining» more  SDM 2011»
    Semi-Supervised Convolution Graph Kernels for Relation Extraction
    14 years 6 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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    152
    Voted
    SDM
    2011
    SIAM
    183views Data Mining» more  SDM 2011»
    Nonparametric Bayesian Co-clustering Ensembles
    14 years 6 months ago
    Nonparametric Bayesian Co-clustering Ensembles
    Download  www.cs.gmu.edu
    A nonparametric Bayesian approach to co-clustering ensembles is presented. Similar to clustering ensembles, coclustering ensembles combine various base co-clustering results to ob...
    Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi, M...
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