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    Privacy-aware filter-based feature selection 

    Type: Conference Paper
    Author : Jafer, Yasser; Matwin, Stan; Sokolova, Marina
    Publisher: IEEE
    Year: 2014

    A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets 

    Type: Conference Paper
    Author : Wang, Xiaoguang; Liu, Xuan; Matwin, Stan
    Publisher: IEEE
    Year: 2014

    A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data 

    Type: Journal Paper
    Author : Esmin, Ahmed A. A.; Coelho, Rodrigo A.; Matwin, Stan
    Year: 2013
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    A multi-view two-level classification method for generalized multi-instance problems 

    Type: Conference Paper
    Author : Wang, Xiaoguang; Liu, Xuan; Matwin, Stan; Japkowicz, Nathalie; Guo, Hongyu
    Publisher: IEEE
    Year: 2014

    Applying instance-weighted support vector machines to class imbalanced datasets 

    Type: Conference Paper
    Author : Wang, Xiaoguang; Liu, Xuan; Matwin, Stan; Japkowicz, Nathalie
    Publisher: IEEE
    Year: 2014

    Knowledge-based clustering of ship trajectories using density-based approach 

    Type: Conference Paper
    Author : Liu, Bo; de Souza, Erico N.; Matwin, Stan; Sydow, Marcin
    Publisher: IEEE
    Year: 2014

    [Lecture Notes in Computer Science] Machine Learning: ECML 2007 Volume 4701 || Random k-Labelsets: An Ensemble Method for Multilabel Classification 

    Type: Journal Paper
    Author : Kok, Joost N.; Koronacki, Jacek; Mantaras, Raomon Lopez de; Matwin, Stan; MladeniÄ , Dunja; Skowron, Andrzej
    Year: 2007
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    Vessel route anomaly detection with Hadoop MapReduce 

    Type: Conference Paper
    Author : Wang, Xiaoguang; Liu, Xuan; Liu, Bo; de Souza, Erico N.; Matwin, Stan
    Publisher: IEEE
    Year: 2014

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