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    KDD
    2012
    ACM
    217views Data Mining» more  KDD 2012»
    Cross-domain collaboration recommendation
    11 years 10 months ago
    Cross-domain collaboration recommendation
    Download  keg.cs.tsinghua.edu.cn
    Interdisciplinary collaborations have generated huge impact to society. However, it is often hard for researchers to establish such cross-domain collaborations. What are the patte...
    Jie Tang, Sen Wu, Jimeng Sun, Hang Su
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    KDD
    2012
    ACM
    190views Data Mining» more  KDD 2012»
    The untold story of the clones: content-agnostic factors that impact YouTube video popularity
    11 years 10 months ago
    The untold story of the clones: content-agnostic factors that impact YouTube video popularity
    Download  www.ida.liu.se
    Video dissemination through sites such as YouTube can have widespread impacts on opinions, thoughts, and cultures. Not all videos will reach the same popularity and have the same ...
    Youmna Borghol, Sebastien Ardon, Niklas Carlsson, ...
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    KDD
    2012
    ACM
    183views Data Mining» more  KDD 2012»
    Mining discriminative components with low-rank and sparsity constraints for face recognition
    11 years 10 months ago
    Mining discriminative components with low-rank and sparsity constraints for face recognition
    Download  www.public.asu.edu
    This paper introduces a novel image decomposition approach for an ensemble of correlated images, using low-rank and sparsity constraints. Each image is decomposed as a combination...
    Qiang Zhang, Baoxin Li
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    KDD
    2012
    ACM
    194views Data Mining» more  KDD 2012»
    A sparsity-inducing formulation for evolutionary co-clustering
    11 years 10 months ago
    A sparsity-inducing formulation for evolutionary co-clustering
    Download  www.cs.odu.edu
    Traditional co-clustering methods identify block structures from static data matrices. However, the data matrices in many applications are dynamic; that is, they evolve smoothly o...
    Shuiwang Ji, Wenlu Zhang, Jun Liu
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    KDD
    2012
    ACM
    271views Data Mining» more  KDD 2012»
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    11 years 10 months ago
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    Download  www.cs.cmu.edu
    Many data are modeled as tensors, or multi dimensional arrays. Examples include the predicates (subject, verb, object) in knowledge bases, hyperlinks and anchor texts in the Web g...
    U. Kang, Evangelos E. Papalexakis, Abhay Harpale, ...
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