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    TKDE
    2012
    192views Formal Methods» more  TKDE 2012»
    Discriminative Feature Selection by Nonparametric Bayes Error Minimization
    12 years 7 days ago
    Discriminative Feature Selection by Nonparametric Bayes Error Minimization
    Download  www.cc.gatech.edu
    Feature selection is fundamental to knowledge discovery from massive amount of high-dimensional data. In an effort to establish theoretical justification for feature selection al...
    Shuang-Hong Yang, Bao-Gang Hu
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    TKDE
    2012
    253views Formal Methods» more  TKDE 2012»
    Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis
    12 years 7 days ago
    Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis
    Download  www.sundaychennai.com
    —Preparing a data set for analysis is generally the most time consuming task in a data mining project, requiring many complex SQL queries, joining tables and aggregating columns....
    Carlos Ordonez, Zhibo Chen 0002
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    TKDE
    2012
    208views Formal Methods» more  TKDE 2012»
    A Knowledge-Driven Approach to Activity Recognition in Smart Homes
    12 years 7 days ago
    A Knowledge-Driven Approach to Activity Recognition in Smart Homes
    Download  scm.ulster.ac.uk
    Abstract—This paper introduces a knowledge-driven approach to real-time, continuous activity recognition based on multisensor data streams in smart homes. The approach goes beyon...
    Liming Chen, Chris D. Nugent, Hui Wang
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    TKDE
    2012
    270views Formal Methods» more  TKDE 2012»
    Low-Rank Kernel Matrix Factorization for Large-Scale Evolutionary Clustering
    12 years 7 days ago
    Low-Rank Kernel Matrix Factorization for Large-Scale Evolutionary Clustering
    Download  www.cs.wayne.edu
    —Traditional clustering techniques are inapplicable to problems where the relationships between data points evolve over time. Not only is it important for the clustering algorith...
    Lijun Wang, Manjeet Rege, Ming Dong, Yongsheng Din...
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    SDM
    2012
    SIAM
    305views Data Mining» more  SDM 2012»
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    12 years 7 days ago
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    Download  nlp.cs.qc.cuny.edu
    Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
    Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin...
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