Decompositional Rule Extraction From Support Vector Machines By Active Learning

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Decompositional Rule Extraction from Support Vector ...

    https://ieeexplore.ieee.org/document/4564457/
    Decompositional Rule Extraction from Support Vector Machines by Active Learning Abstract: Support vector machines (SVMs) are currently state-of-the-art for the classification task and, generally speaking, exhibit good predictive performance due to their ability to model nonlinearities. However, their strength is also their main weakness, as the ...Cited by: 153

Decompositional Rule Extraction from Support Vector ...

    https://www.researchgate.net/publication/224320590_Decompositional_Rule_Extraction_from_Support_Vector_Machines_by_Active_Learning
    Decompositional Rule Extraction from Support Vector Machines by Active Learning Article in IEEE Transactions on Knowledge and Data Engineering 21(2):178 - 191 · March 2009 with 70 Reads

Decompositional rule extraction from support vector ...

    https://biblio.ugent.be/publication/908700
    Martens, David, Bart Baesens, and Tony Van Gestel. “Decompositional Rule Extraction from Support Vector Machines by Active Learning.” IEEE Transactions on Knowledge and Data Engineering 21.2 (2009): 178–191. Print.

Decompositional rule extraction from support vector ...

    http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.467.6341
    BibTeX @ARTICLE{Martens09decompositionalrule, author = {David Martens and Johan Huysmans and Rudy Setiono and Jan Vanthienen and Bart Baesens}, title = {Decompositional rule extraction from support vector machines by active learning}, journal = {IEEE Transactions on Knowledge and Data Engineering}, year = {2009}, pages = {178--191}}

Decompositional Rule Extraction from Support Vector ...

    https://www.infona.pl/resource/bwmeta1.element.ieee-art-000004564457
    Support vector machines (SVMs) are currently state-of-the-art for the classification task and, generally speaking, exhibit good predictive performance due to their ability to model nonlinearities. However, their strength is also their main weakness, as the generated nonlinear models are typically regarded as incomprehensible black-box models. In this paper, we propose a new active learning ...Cited by: 153

Rule extraction from support vector machine using modified ...

    https://dl.acm.org/citation.cfm?id=1893949
    Rule extraction from support vector machine using modified active learning based approach: an application to CRM. Authors: M. A. H. Farquad: Institute for Development and Research in banking Technology, Hyderabad, AP, India and Department of Computer & Information Sciences, University of Hyderabad, Hyderabad, AP, India:Cited by: 7

Rule Extraction from Support Vector Machine Using Modified ...

    https://www.researchgate.net/publication/221021125_Rule_Extraction_from_Support_Vector_Machine_Using_Modified_Active_Learning_Based_Approach_An_Application_to_CRM
    Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM Conference Paper · September 2010 with 46 Reads How we measure 'reads'

Learning-based rule-extraction from support vector ...

    http://citeseerx.ist.psu.edu/showciting?cid=304216
    Decompositional rule extraction from support vector machines by active learning by David Martens, Johan Huysmans, Rudy Setiono, Jan Vanthienen, Bart Baesens - IEEE Transactions on Knowledge and Data Engineering , 2009

Comprehensible credit scoring models using rule extraction ...

    https://www.sciencedirect.com/science/article/pii/S0377221706011878
    Dec 16, 2007 · Comprehensible credit scoring models using rule extraction from support vector machines. ... Pedagogical (a) and decompositional (b) rule extraction technique. ... This process is often referred to as active learning.Cited by: 429

Decompositional - definition of decompositional by The ...

    https://www.thefreedictionary.com/decompositional
    Define decompositional. decompositional synonyms, decompositional pronunciation, decompositional translation, English dictionary definition of decompositional. ... rule extraction algorithms belong to three categories ... "Decompositional rule extraction from support vector machines by active learning", IEEE Transactions on Know edge and Data ...



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