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    SDM
    2009
    SIAM
    129views Data Mining» more  SDM 2009»
    Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
    14 years 8 months ago
    Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
    Download  www.csee.umbc.edu
    This paper considers the problem of change detection using local distributed eigen monitoring algorithms for next generation of astronomy petascale data pipelines such as the Larg...
    Kamalika Das, Kanishka Bhaduri, Sugandha Arora, We...
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    SDM
    2009
    SIAM
    167views Data Mining» more  SDM 2009»
    Detecting Communities in Social Networks Using Max-Min Modularity.
    14 years 8 months ago
    Detecting Communities in Social Networks Using Max-Min Modularity.
    Download  www.siam.org
    Many datasets can be described in the form of graphs or networks where nodes in the graph represent entities and edges represent relationships between pairs of entities. A common ...
    Jiyang Chen, Osmar R. Zaïane, Randy Goebel
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    SDM
    2009
    SIAM
    130views Data Mining» more  SDM 2009»
    Grammar Mining.
    14 years 8 months ago
    Grammar Mining.
    Download  www.cs.kuleuven.be
    We introduce the problem of grammar mining, where patterns are context-free grammars, as a generalization of a large number of common pattern mining tasks, such as tree, sequence ...
    Luc De Raedt, Siegfried Nijssen
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    SDM
    2009
    SIAM
    170views Data Mining» more  SDM 2009»
    Mining Complex Spatio-Temporal Sequence Patterns.
    14 years 8 months ago
    Mining Complex Spatio-Temporal Sequence Patterns.
    Download  www.siam.org
    Mining sequential movement patterns describing group behaviour in potentially streaming spatio-temporal data sets is a challenging problem. Movements are typically noisy and often...
    Florian Verhein
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    SDM
    2009
    SIAM
    108views Data Mining» more  SDM 2009»
    Highlighting Diverse Concepts in Documents.
    14 years 8 months ago
    Highlighting Diverse Concepts in Documents.
    Download  www.almaden.ibm.com
    We show the underpinnings of a method for summarizing documents: it ingests a document and automatically highlights a small set of sentences that are expected to cover the differ...
    Evimaria Terzi, Kun Liu, Tyrone Grandison
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    SDM
    2009
    SIAM
    184views Data Mining» more  SDM 2009»
    DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
    14 years 8 months ago
    DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
    Download  www.siam.org
    Subspace clustering and frequent itemset mining via “stepby-step” algorithms that search the subspace/pattern lattice in a top-down or bottom-up fashion do not scale to large ...
    Emmanuel Müller, Ira Assent, Ralph Krieger, S...
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    SDM
    2009
    SIAM
    123views Data Mining» more  SDM 2009»
    Tracking User Mobility to Detect Suspicious Behavior.
    14 years 8 months ago
    Tracking User Mobility to Detect Suspicious Behavior.
    Download  www.siam.org
    Popularity of mobile devices is accompanied by widespread security problems, such as MAC address spoofing in wireless networks. We propose a probabilistic approach to temporal an...
    Gaurav Tandon, Philip K. Chan
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    SDM
    2009
    SIAM
    162views Data Mining» more  SDM 2009»
    Diversity-Based Weighting Schemes for Clustering Ensembles.
    14 years 8 months ago
    Diversity-Based Weighting Schemes for Clustering Ensembles.
    Download  www.siam.org
    Clustering ensembles has been recently recognized as an emerging approach to provide more robust solutions to the data clustering problem. Current methods of clustering ensembles ...
    Andrea Tagarelli, Francesco Gullo, Sergio Greco
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    SDM
    2009
    SIAM
    125views Data Mining» more  SDM 2009»
    Identifying Unsafe Routes for Network-Based Trajectory Privacy.
    14 years 8 months ago
    Identifying Unsafe Routes for Network-Based Trajectory Privacy.
    Download  www.siam.org
    In this paper, we propose a privacy model that offers trajectory privacy to the requesters of Location-Based Services (LBSs), by utilizing an underlying network of user movement. ...
    Aris Gkoulalas-Divanis, Mohamed F. Mokbel, Vassili...
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    SDM
    2009
    SIAM
    331views Data Mining» more  SDM 2009»
    Privacy Preservation in Social Networks with Sensitive Edge Weights.
    14 years 8 months ago
    Privacy Preservation in Social Networks with Sensitive Edge Weights.
    Download  www.siam.org
    With the development of emerging social networks, such as Facebook and MySpace, security and privacy threats arising from social network analysis bring a risk of disclosure of con...
    Jie Wang, Jinze Liu, Jun Zhang, Lian Liu
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