Classifying Damages in Engineering Material Using Bayesian Networks: Naïve Bayes Classifiers - Softcover

Mohamed Addin, Addin Osman; S. Salit, M.; Othman, M.

 
9783843368438: Classifying Damages in Engineering Material Using Bayesian Networks: Naïve Bayes Classifiers
Softcover
ISBN 10: 3843368430 ISBN 13: 9783843368438
Verlag: LAP LAMBERT Academic Publishing, 2010

Inhaltsangabe

Since its foundation in 1980s, Bayesian networks have been widely and successfully implemented in many research and industrial areas. Nevertheless, they have not been thoroughly investigated and implemented for damage detection in engineering materials. This book provides a through introduction to Bayesian networks as a competitive probabilistic graphical model in general and as a classification tool (the Naïve bayes classifier) in particular for damage detection in engineering material. Since the feature extraction is essential for the classifiers, the book introduces the f -folds feature extraction algorithm. The derivation of the algorithm is based on empirical study on a data set, which represents voltage amplitudes of Lamb-waves produced and collected by sensors and actuators mounted on the surface of quasi-isotropic graphite/epoxy laminates contain different artificial damages.

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Über die Autorinnen und Autoren

Najran University, Kingdom of Saudi Arabia and University Putra Malaysia, Malaysia.

Najran University, Kingdom of Saudi Arabia and University Putra Malaysia, Malaysia.

Najran University, Kingdom of Saudi Arabia and University Putra Malaysia, Malaysia.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
3843368430
ISBN 13 
9783843368438
Einband
Taschenbuch
Anzahl der Seiten
152
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland