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    APBC
    2006
    181views Bioinformatics» more  APBC 2006»
    Analyzing Inconsistency Toward Enhancing Integration of Biological Molecular Databases
    13 years 10 months ago
    Analyzing Inconsistency Toward Enhancing Integration of Biological Molecular Databases
    Download  www.comp.nus.edu.sg
    : The rapid growth of biological databases not only provides biologists with abundant data but also presents a big challenge in relation to the analysis of data. Many data analysis...
    Yi-Ping Phoebe Chen, Qingfeng Chen
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    ACSW
    2004
    132views Security Privacy» more  ACSW 2004»
    A Framework for Privacy Preserving Classification in Data Mining
    13 years 10 months ago
    A Framework for Privacy Preserving Classification in Data Mining
    Download  crpit.com
    Nowadays organizations all over the world are dependent on mining gigantic datasets. These datasets typically contain delicate individual information, which inevitably gets expose...
    Zahidul Islam, Ljiljana Brankovic
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    ACSW
    2004
    115views Security Privacy» more  ACSW 2004»
    Early Assessment of Classification Performance
    13 years 10 months ago
    Early Assessment of Classification Performance
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    The ability to distinguish between objects is the fundamental to learning and intelligent behavior in general. The difference between two things is the information we seek; the pr...
    Bostjan Brumen, Izidor Golob, Hannu Jaakkola, Tatj...
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    SDM
    2007
    SIAM
    106views Data Mining» more  SDM 2007»
    Performance of Recommendation Systems in Dynamic Streaming Environments
    13 years 10 months ago
    Performance of Recommendation Systems in Dynamic Streaming Environments
    Download  siam.org
    In this paper, we study the behavior of collaborative filtering based recommendations under evolving user profile scenarios. We propose a systematic validation methodology that ...
    Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio...
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    SDM
    2007
    SIAM
    117views Data Mining» more  SDM 2007»
    Summarizing Review Scores of "Unequal" Reviewers
    13 years 10 months ago
    Summarizing Review Scores of "Unequal" Reviewers
    Download  www.cs.sfu.ca
    A frequently encountered problem in decision making is the following review problem: review a large number of objects and select a small number of the best ones. An example is sel...
    Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang
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    SDM
    2007
    SIAM
    137views Data Mining» more  SDM 2007»
    Semi-supervised Feature Selection via Spectral Analysis
    13 years 10 months ago
    Semi-supervised Feature Selection via Spectral Analysis
    Download  www.public.asu.edu
    Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
    Zheng Zhao, Huan Liu
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    SDM
    2007
    SIAM
    108views Data Mining» more  SDM 2007»
    Semi-Supervised Dimensionality Reduction
    13 years 10 months ago
    Semi-Supervised Dimensionality Reduction
    Download  cs.nju.edu.cn
    Dimensionality reduction is among the keys in mining highdimensional data. This paper studies semi-supervised dimensionality reduction. In this setting, besides abundant unlabeled...
    Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
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    SDM
    2007
    SIAM
    107views Data Mining» more  SDM 2007»
    On Demand Phenotype Ranking through Subspace Clustering
    13 years 10 months ago
    On Demand Phenotype Ranking through Subspace Clustering
    Download  siam.org
    High throughput biotechnologies have enabled scientists to collect a large number of genetic and phenotypic attributes for a large collection of samples. Computational methods are...
    Xiang Zhang, Wei Wang 0010, Jun Huan
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    SDM
    2007
    SIAM
    74views Data Mining» more  SDM 2007»
    HACS: Heuristic Algorithm for Clustering Subsets
    13 years 10 months ago
    HACS: Heuristic Algorithm for Clustering Subsets
    Download  siam.org
    The term consideration set is used in marketing to refer to the set of items a customer thought about purchasing before making a choice. While consideration sets are not directly ...
    Ding Yuan, W. Nick Street
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    SDM
    2007
    SIAM
    201views Data Mining» more  SDM 2007»
    Fast Best-Match Shape Searching in Rotation Invariant Metric Spaces
    13 years 10 months ago
    Fast Best-Match Shape Searching in Rotation Invariant Metric Spaces
    Download  siam.org
    Object recognition and content-based image retrieval systems rely heavily on the accurate and efficient identification of shapes. A fundamental requirement in the shape analysis ...
    Dragomir Yankov, Eamonn J. Keogh, Li Wei, Xiaopeng...
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