Evaluation of the relevant characteristic parameters of welding defects and probability of correct classification using linear classifiers

Insight: Non-Destructive Testing and Condition Monitoring

Volumn 44, Issue 10, 2002, Pages 616-622

  Da Silva, Romeu R ^a   Calôba, Luiz P ^a   Siqueira, Marcio H S ^a   Sagrilo, Luís V S ^a   Rebello, João M A ^a  

^a FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

DEFECTS; IDENTIFICATION (CONTROL SYSTEMS); NEURAL NETWORKS; NORMAL DISTRIBUTION; POROSITY; PROBABILITY; STATISTICAL TESTS; WELDING;

WELDING DEFECTS;

RADIOGRAPHY;

EID: 0036794050     PISSN: 13542575     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Da Silva, R.R., Siqueira, M.H.S, Calôba, L.P. et al., 'Radiographics Pattern Recognition of Welding Defects using Linear Classifiers', Insight, Vol 43, No 10, October, 2001, pp 669-674.
2. a edição, Porto Alegre, Bookman, 2001.
3. Bishop, C.M., Neural Networks for Pattern Recognition, New York, Oxford University Press, 1995.
4. Ang, A.H.S. Tang, W.H., 'Probability Concepts in Engineering Planning and Design', Vol 1, Basic Principles, John Wiley & Sons, Canada, 1975.
5. th European Conference on Non-Destructive Testing, June 17-21, 2002.
6. Spiegel, M.R., Probabilidade e Estatística, Coleção Schaum, São Paulo, McGraw-Hill, 1979.
7. Chatfield, C., The Analysis of Time Series - An Introduction, Chapman and Hall, fourth edition, 1989.
8. Seixas, J.M., Calôba, L.P., Delpino, I., 'Relevance Criteria for Variance Selection in Classifier Designs', International Conference on Engineering Applications of Neural Networks, 1996, pp 451-454.
9. Aoki K., Suga Y., 'Intelligent Image Processing for Abstraction and Discrimination of Defect Image in Radiographic Film', Proceeding of the Seventh International Offshore and Polar Engineering Conference, Honolulu, USA, May 25-30, 1997, pp 527-531.
10. Aoki K., Suga Y., 'Application of Artificial Neural Network to Discrimination of Defect Type Automatic Radiographic Testing of Welds', ISI International, Vol 39, No 10, 1999, pp 1081-1087.