prikaz prve stranice dokumenta Application of SVM models for classification of welded joints
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Scientific paper - Preliminary note / Short communication
Application of SVM models for classification of welded joints
Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 26 (2019), 2; 533-538. https://doi.org/10.17559/TV-20180305095253
Marić, Dejan; Duspara, Miroslav; Šolić, Tomislav; Samardžić, Ivan

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Marić, D., Duspara, M., Šolić, T. & Samardžić, I. (2019). Application of SVM models for classification of welded joints. Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 26. (2), 533-538. doi: 10.17559/TV-20180305095253

Marić, Dejan, et al. "Application of SVM models for classification of welded joints." Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, vol. 26, no. 2, 2019, pp. 533-538. https://doi.org/10.17559/TV-20180305095253

Marić, Dejan, Miroslav Duspara, Tomislav Šolić and Ivan Samardžić. "Application of SVM models for classification of welded joints." Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku 26, no. 2 (2019): 533-538. https://doi.org/10.17559/TV-20180305095253

Marić, D., et al. (2019) 'Application of SVM models for classification of welded joints', Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 26(2), pp. 533-538. doi: 10.17559/TV-20180305095253

Marić D, Duspara M, Šolić T, Samardžić I. Application of SVM models for classification of welded joints. Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku [Internet]. 2019 [cited 2024 October 25];26(2):533-538. doi: 10.17559/TV-20180305095253

D. Marić, M. Duspara, T. Šolić and I. Samardžić, "Application of SVM models for classification of welded joints", Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, vol. 26, no. 2, pp. 533-538, 2019. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:262:049380. [Accessed: 25 October 2024]

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Metadata
Title (english)Application of SVM models for classification of welded joints
AuthorDejan Marić
AuthorMiroslav Duspara
MBZ: 309742
AuthorTomislav Šolić
AuthorIvan Samardžić
MBZ: 165270
Author's institutionUniversity of Slavonski Brod
(Mechanical Engineering Faculty in Slavonski Brod)
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract (english)
Classification algorithm based on the support vector method (SVM) was used in this paper to classify welded joints in two categories, one being good (+1) and the other bad (−1) welded joints. The main aim was to classify welded joints by using recorded sound signals obtained within the MAG welding process, to apply appropriate preprocessing methods (filtering, processing) and then to analyze them by the SVM. This paper proves that machine learning, in this specific case of the support vector methods (SVM) with appropriate input conditions, can be efficiently applied in assessment, i.e. in classification of welded joints, as in this case, in two categories. The basic mathematical structure of the machine learning algorithm is presented by means of the support vector method.
Keywords (english)
Languageenglish
Publication typeScientific paper - Preliminary note / Short communication
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Journal titleTehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku
Numberingvol. 26, no. 2, pp. 533-538
p-ISSN1330-3651
e-ISSN1848-6339
DOIhttps://doi.org/10.17559/TV-20180305095253
URN:NBNurn:nbn:hr:262:049380
Publication2019
Document URLhttp://bib.irb.hr/1018093
Type of resourceText
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2021-04-27 11:01:12