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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 11 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
    226views Data Mining» more  KDD 2012»
    TourViz: interactive visualization of connection pathways in large graphs
    11 years 11 months ago
    TourViz: interactive visualization of connection pathways in large graphs
    Download  www.cs.cmu.edu
    We present TOURVIZ, a system that helps its users to interactively visualize and make sense in large network datasets. In particular, it takes as input a set of nodes the user spe...
    Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Han...
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    KDD
    2012
    ACM
    194views Data Mining» more  KDD 2012»
    A sparsity-inducing formulation for evolutionary co-clustering
    11 years 11 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
    263views Data Mining» more  KDD 2012»
    Integrating community matching and outlier detection for mining evolutionary community outliers
    11 years 11 months ago
    Integrating community matching and outlier detection for mining evolutionary community outliers
    Download  www.cs.uiuc.edu
    Temporal datasets, in which data evolves continuously, exist in a wide variety of applications, and identifying anomalous or outlying objects from temporal datasets is an importan...
    Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han
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    KDD
    2012
    ACM
    205views Data Mining» more  KDD 2012»
    Rank-loss support instance machines for MIML instance annotation
    11 years 11 months ago
    Rank-loss support instance machines for MIML instance annotation
    Download  web.engr.oregonstate.edu
    Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
    Forrest Briggs, Xiaoli Z. Fern, Raviv Raich
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