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    » Simplex Distributions for Embedding Data Matrices over Time
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    SDM
    2012
    SIAM
    247views Data Mining» more  SDM 2012»
    Simplex Distributions for Embedding Data Matrices over Time
    11 years 6 months ago
    Simplex Distributions for Embedding Data Matrices over Time
    Download  www-kd.iai.uni-bonn.de
    Early stress recognition is of great relevance in precision plant protection. Pre-symptomatic water stress detection is of particular interest, ultimately helping to meet the chal...
    Kristian Kersting, Mirwaes Wahabzada, Christoph R&...
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    KDD
    2012
    ACM
    194views Data Mining» more  KDD 2012»
    A sparsity-inducing formulation for evolutionary co-clustering
    11 years 6 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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    AAAI
    2006
    156views Intelligent Agents» more  AAAI 2006»
    Embedding Heterogeneous Data Using Statistical Models
    13 years 5 months ago
    Embedding Heterogeneous Data Using Statistical Models
    Download  www.aaai.org
    Embedding algorithms are a method for revealing low dimensional structure in complex data. Most embedding algorithms are designed to handle objects of a single type for which pair...
    Amir Globerson, Gal Chechik, Fernando Pereira, Naf...
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    SEUS
    2008
    IEEE
    177views Embedded Systems» more  SEUS 2008»
    Data Services in Distributed Real-Time Embedded Systems
    13 years 10 months ago
    Data Services in Distributed Real-Time Embedded Systems
    Download  www.cs.virginia.edu
    The computing systems are becoming deeply embedded into ordinary life and interact with physical processes and events. They monitor the physical world with sensors and provide app...
    Woochul Kang, Sang Hyuk Son
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    NIPS
    2004
    115views Information Technology» more  NIPS 2004»
    Euclidean Embedding of Co-Occurrence Data
    13 years 5 months ago
    Euclidean Embedding of Co-Occurrence Data
    Download  www.seas.upenn.edu
    Embedding algorithms search for low dimensional structure in complex data, but most algorithms only handle objects of a single type for which pairwise distances are specified. Thi...
    Amir Globerson, Gal Chechik, Fernando C. Pereira, ...
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