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    KDD
    2010
    ACM
    208views Data Mining» more  KDD 2010»
    Towards mobility-based clustering
    13 years 11 months ago
    Towards mobility-based clustering
    Download  szs.siat.ac.cn
    Identifying hot spots of moving vehicles in an urban area is essential to many smart city applications. The practical research on hot spots in smart city presents many unique feat...
    Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fa...
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    KDD
    2010
    ACM
    300views Data Mining» more  KDD 2010»
    Using data mining techniques to address critical information exchange needs in disaster affected public-private networks
    13 years 11 months ago
    Using data mining techniques to address critical information exchange needs in disaster affected public-private networks
    Download  users.cs.fiu.edu
    Crisis Management and Disaster Recovery have gained immense importance in the wake of recent man and nature inflicted calamities. A critical problem in a crisis situation is how t...
    Li Zheng, Chao Shen, Liang Tang, Tao Li, Steven Lu...
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    KDD
    2010
    ACM
    210views Data Mining» more  KDD 2010»
    Temporal recommendation on graphs via long- and short-term preference fusion
    13 years 11 months ago
    Temporal recommendation on graphs via long- and short-term preference fusion
    Download  www.comp.hkbu.edu.hk
    Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiat...
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    KDD
    2010
    ACM
    286views Data Mining» more  KDD 2010»
    Nonnegative shared subspace learning and its application to social media retrieval
    13 years 11 months ago
    Nonnegative shared subspace learning and its application to social media retrieval
    Download  www.computing.edu.au
    Although tagging has become increasingly popular in online image and video sharing systems, tags are known to be noisy, ambiguous, incomplete and subjective. These factors can ser...
    Sunil Kumar Gupta, Dinh Q. Phung, Brett Adams, Tru...
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    KDD
    2010
    ACM
    304views Data Mining» more  KDD 2010»
    Automatic malware categorization using cluster ensemble
    13 years 11 months ago
    Automatic malware categorization using cluster ensemble
    Download  users.cis.fiu.edu
    Malware categorization is an important problem in malware analysis and has attracted a lot of attention of computer security researchers and anti-malware industry recently. Todayâ...
    Yanfang Ye, Tao Li, Yong Chen, Qingshan Jiang
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    KDD
    2010
    ACM
    287views Data Mining» more  KDD 2010»
    Designing efficient cascaded classifiers: tradeoff between accuracy and cost
    14 years 2 months ago
    Designing efficient cascaded classifiers: tradeoff between accuracy and cost
    Download  www.umiacs.umd.edu
    We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
    Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu
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    KDD
    2010
    ACM
    270views Data Mining» more  KDD 2010»
    An energy-efficient mobile recommender system
    14 years 2 months ago
    An energy-efficient mobile recommender system
    Download  pegasus.rutgers.edu
    The increasing availability of large-scale location traces creates unprecedent opportunities to change the paradigm for knowledge discovery in transportation systems. A particular...
    Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao,...
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    KDD
    2010
    ACM
    268views Data Mining» more  KDD 2010»
    Data mining to predict and prevent errors in health insurance claims processing
    14 years 2 months ago
    Data mining to predict and prevent errors in health insurance claims processing
    Download  facweb.cs.depaul.edu
    Mohit Kumar, Rayid Ghani, Zhu-Song Mei
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    KDD
    2010
    ACM
    250views Data Mining» more  KDD 2010»
    On community outliers and their efficient detection in information networks
    14 years 2 months ago
    On community outliers and their efficient detection in information networks
    Download  www.cs.uiuc.edu
    Linked or networked data are ubiquitous in many applications. Examples include web data or hypertext documents connected via hyperlinks, social networks or user profiles connected...
    Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Su...
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    KDD
    2010
    ACM
    223views Data Mining» more  KDD 2010»
    An efficient algorithm for a class of fused lasso problems
    14 years 2 months ago
    An efficient algorithm for a class of fused lasso problems
    Download  www.public.asu.edu
    The fused Lasso penalty enforces sparsity in both the coefficients and their successive differences, which is desirable for applications with features ordered in some meaningful w...
    Jun Liu, Lei Yuan, Jieping Ye
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