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Rule Extraction from Support Vector Machines

Rule Extraction from Support Vector Machines

Joachim Diederich

207,76 €
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Editorial:
Springer Nature B.V.
Año de edición:
2010
Materia
Inteligencia artificial
ISBN:
9783642094637
207,76 €
IVA incluido
Disponible

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Rule Extraction from Support Vector Machines: An Introduction.- Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring.- Algorithms and Techniques.- Rule Extraction for Transfer Learning.- Rule Extraction from Linear Support Vector Machines via Mathematical Programming.- Rule Extraction Based on Support and Prototype Vectors.- SVMT-Rule: Association Rule Mining Over SVM Classification Trees.- Prototype Rules from SVM.- Applications.- Prediction of First-Day Returns of Initial Public Offering in the US Stock Market Using Rule Extraction from Support Vector Machines.- Accent in Speech Samples: Support Vector Machines for Classification and Rule Extraction.- Rule Extraction from SVM for Protein Structure Prediction.

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