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    Making Diversity Enhancement Based on Multiple Classifier System by Weight Tuning 

    Type: Journal Paper
    Author : محمدمهدی سالخورده حقیقی; عابدین واحدیان مظلوم; هادی صدوقی یزدی; Mohammad Mehdi Salkhordeh haghighi; Abedin Vahedian Mazloum; Hadi Sadoghi Yazdi
    Year: 2012
    Abstract:

    This article presents a new method to construct multiple classifier system by

    making diverse base classifiers using weight tuning. In the method presented, base classifiers

    are multilayer perceptions which ...

    Creating and measuring diversity in multiple classifier systems using support vector data description 

    Type: Journal Paper
    Author : محمدمهدی سالخورده حقیقی; هادی صدوقی یزدی; عابدین واحدیان مظلوم; Mohammad Mehdi Salkhordeh haghighi; Hadi Sadoghi Yazdi; Abedin Vahedian Mazloum
    Year: 2011
    Abstract:

    In this paper, a new method is introduced to construct Multiple Classifier Systems (MCSs). It is based on controlling diversity among base classifiers according to a new method in measuring diversity in kernel space. The ...

    A Hierarchical Possibilistic Clustering 

    Type: Journal Paper
    Author : محمدمهدی سالخورده حقیقی; هادی صدوقی یزدی; عابدین واحدیان مظلوم; Mohammad Mehdi Salkhordeh haghighi; Hadi Sadoghi Yazdi; Abedin Vahedian Mazloum
    Year: 2009
    Abstract:

    In this paper we propose to combine two clustering

    approaches, namely fuzzy and possibilistic c-means. While

    fuzzy c-means algorithm finds suitable clusters for groups of

    data points, obtained memberships ...

    روشی جدید بر مبنای SVDD و DT برای تلفیق طبقه بندها 

    Type: Conference Paper
    Author : محمدمهدی سالخورده حقیقی; عابدین واحدیان مظلوم; هادی صدوقی یزدی; Mohammad Mehdi Salkhordeh haghighi; Abedin Vahedian Mazloum; Hadi Sadoghi Yazdi
    Year: 2010
    Abstract:

    دراین مقاله ساختاری جدید برای آرایه DT همراه با روشی جدید برای تلفیق طبقه بندها ارایه شده است این روش جدید توسعه ای است برای روش استاندارد DT برمبنای طبقه بندی های یک کلاسه SVDD. با توجه به قابلیتهای بالای SVDD برای مدلسازی ...

    Extended Decision Template Presentation for Combining Classifiers 

    Type: Journal Paper
    Author : محمدمهدی سالخورده حقیقی; عابدین واحدیان مظلوم; هادی صدوقی یزدی; Mohammad Mehdi Salkhordeh haghighi; Abedin Vahedian Mazloum; Hadi Sadoghi Yazdi
    Year: 2011
    Abstract:

    In this paper, a new method in classifier fusion is introduced for decision making based on internal structure

    of base classifiers. Amongst methods used in combining classifiers, there are some methods which

    work ...

    Designing Kernel Scheme for Classifiers Fusion 

    Type: Journal Paper
    Author : محمدمهدی سالخورده حقیقی; عابدین واحدیان مظلوم; هادی صدوقی یزدی; حامد مدقق; Mohammad Mehdi Salkhordeh haghighi; Abedin Vahedian Mazloum; Hadi Sadoghi Yazdi; hamed modaghegh
    Year: 2009
    Abstract:

    In this paper, we propose a special fusion

    method for combining ensembles of base classifiers

    utilizing new neural networks in order to improve

    overall efficiency of classification. While ensembles ...

    Extending OpenMP for Agent Based DSM on GRID 

    Type: Conference Paper
    Author : محمدمهدی سالخورده حقیقی; محمدهادی زاهدی; مصطفی قاضی زاده احسائی; فرناد آهنگری; Mohammad Mehdi Salkhordeh haghighi; Mohammad Hadi Zahedi; Mostafa GhazizadehAhsaee; Farnad Ahangari
    Year: 2009
    Abstract:

    Abstract—This paper discusses some of the salient issues involved in implementing the illusion of a shared-memory programming model across a group of distributed memory processors from a cluster through to an entire GRID. ...

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