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    Estimating mutual information for feature selection in the presence of label noise 

    Type: Journal Paper
    Publisher: Elsevier Science
    Year: 2014

    Label denoising based on Bayesian aggregation 

    Type: Journal Paper
    Author : پارسا باقرزاده; هادی صدوقی یزدی; Parsa Bagherzadeh; Hadi Sadoghi Yazdi
    Year: 2016
    Abstract:

    ‎Label noise is a common problem that affects supervised learning and can produce misleading results‎. ‎It is shown that only 5% of switched labels lead to a decrease of performances‎. Therefore, the true class of an instance must be distinguished...

    Classification in the Presence of Label Noise: A Survey 

    Type: Journal Paper
    Author : Frenay, Benoit; Verleysen, Michel
    Publisher: IEEE
    Year: 2014

    Simulation of influence of template size on misfit dislocation in nanostructures 

    Type: Conference Paper
    Publisher: IEEE
    Year: 2014

    A Similarity-Based Classification Framework for Multiple-Instance Learning 

    Type: Journal Paper
    Author : Yanshan Xiao; Bo Liu; Zhifeng Hao; Longbing Cao
    Publisher: IEEE
    Year: 2014

    Bitcoin mining acceleration and performance quantification 

    Type: Conference Paper
    Author : Dev, J.A.
    Publisher: IEEE
    Year: 2014

    Stochastic Analysis of Epidemic Routing Based Anycast in Throwbox-Equipped DTNs 

    Type: Conference Paper
    Author : Deze Zeng; Chao Teng; Hong Yao; Qingzhong Liang; Chengyu Hu; Xuesong Yan
    Publisher: IEEE
    Year: 2014

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