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https://www.researchgate.net/publication/221165847_Rule_extraction_from_support_vector_machines
In this work, a procedure for rule extraction from support vector machines is proposed: the SVM+Prototypes method. This method allows to give explanation ability to SVM.
https://www.researchgate.net/publication/325442079_Rule-Extraction_from_Support_Vector_Machines
Over the last years, a number of studies on rule extraction from support vector machines (SVMs) have been introduced [1-5]. The research strategy in these projects is similar: to explore and ...Author: Joachim Diederich
https://www.academia.edu/515499/Rule_extraction_from_support_vector_machines
ESANN'2002 proceedings - European Symposium on Artificial Neural Networks Bruges (Belgium), 24-26 April 2002, d-side publi., ISBN 2-930307-02-1, pp. 107-112 Rule extraction from support vector machines Haydemar Núñez1,3 Cecilio Angulo1,2 Andreu Català1,2 1 Dept. of Systems Engineering, Polytechnical University of Catalonia Avda.
https://www.academia.edu/15269534/Rule_Extraction_from_Support_Vector_Machines
Rule Extraction from Support Vector Machines
https://www.semanticscholar.org/paper/Rule-extraction-from-support-vector-machines-N%C3%BA%C3%B1ez-Angulo/1a129126a237c69cf110132f2742b55d82dae38f
Support vector machines (SVMs) are learning systems based on the statistical learning theory, which are exhibiting good generalization ability on real data sets. Nevertheless, a possible limitation of SVM is that they generate black box models. In this work, a procedure for rule extraction from support vector machines is proposed: the SVM+Prototypes method. This method allows to give ...
https://issuu.com/bellearmstrong/docs/rule_extraction_from_support_vector_machine.pdf
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https://www.researchgate.net/publication/277744299_QSVM_A_Support_Vector_Machine_for_Rule_Extraction
Rule extraction from support vector machines (SVMs) follows in the footsteps of the earlier effort to obtain human-comprehensible rules from artificial neural networks (ANNs) in order to explain ...
https://www.researchgate.net/publication/220928247_Rule_Extraction_from_Support_Vector_Machines_Measuring_the_Explanation_Capability_Using_the_Area_under_the_ROC_Curve
Recently, the area of rule extraction from support vector machines (SVMs) has been explored. One important indication of the success of a rule extraction method is the performance of extracted ...
https://www.researchgate.net/publication/222256776_Rule_extraction_from_support_vector_machines_A_review
Request PDF Rule extraction from support vector machines: A review Over the last decade, support vector machine classifiers (SVMs) have demonstrated …
https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2002-51.pdf
Rule extraction from support vector machines Haydemar Núñez1,3 Cecilio Angulo1,2 Andreu Català1,2 1Dept. of Systems Engineering, Polytechnical University of Catalonia Avda. Victor Balaguer s/n E-08800 Vilanova i la Geltrú, Spain {hnunez,cangulo}@esaii.upc.es
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