https://m2.mtmt.hu/ hun 2026-03-12 20:10 BookChapter 34081644 ADMIN_APPROVED true 0 false 2025-10-01T06:44:16.258+0000 2024-03-13T16:01:59.960+0000 2023-07-31T08:47:28.825+0000 true 10028399 Bereczki Bálint /api/admin/10028399 Admin Bereczki Bálint (ÓE 5 admin) true 10028399 2024-03-13T16:01:56.044+0000 2024-03-13T16:01:56.044+0000 2024-03-13T16:01:59.969+0000 true 10058509 Margit István /api/admin/10058509 Admin Margit István (NKE 4-es admin) true 10058509 true false true 25 25 /api/publicationtype/25 PublicationType Könyvrészlet 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType Könyvrészlet 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType Konferenciaközlemény (Könyvrészlet) 228 true 10000312 true 1 /api/category/1 Category Tudományos true 1 Mohammed, Mudabbir 235 243 235 9 2023 This article presents a comprehensive review of the machine learning methods used to model the service life of various products, which is a critical aspect of product development and production. With the recent advances in machine learning, it has become increasingly feasible to utilize these methods for modeling service life accurately. This review provides a detailed examination of the existing literature on machine learning applications for modeling service life, including a bibliometric analysis of the most frequently cited works. Furthermore, this review presents a taxonomy of the various machine learning methods employed in service life modeling, highlighting the fundamental methods such as Artificial neural networks, Support vector machine, and decision trees. The results of this review demonstrate the potential of machine learning methods for accurately modeling service life, while also emphasizing the need for further research in this field. Overall, this article provides a valuable resource for researchers and practitioners looking to apply machine learning methods for modeling service life. NATIONAL 2023 true true true true false PAY 2025-10-01 false 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 false false false false 2023-10-29T10:05:36.632+0000 Anyagtudományok és Technológiák Doktori Iskola (ÓE); Információs Társadalom Kutatóintézet (NKE / EJKK); Szoftvertervezés- és Fejlesztés Intézet (ÓE / NIK) 2 17 3 2 0 true 297 true 10002 English /api/language/10002 Angol Language Angol true 2 false true 10939 true 10017 /api/country/10017 Country Amerikai Egyesült Államok true 13 /api/city/10939 City Piscataway (NJ), Amerikai Egyesült Államok true 2054246 true 27945264 IDENTICAL /api/publicationidentifier/27945264 https://doi.org/10.1109/INES59282.2023 10.1109/INES59282.2023 PublicationIdentifier DOI: 10.1109/INES59282.2023 true 6 DOI https://doi.org/@@@ /api/publicationsource/6 DOI PlainSource DOI true true 10001 /api/publicationsourcetype/10001 PublicationSourceType DOI true true 6 true false true 24216988 /api/publicationidentifier/24216988 https://www.worldcat.org/search?q=isbn%3A9798350328509 9798350328509 PublicationIdentifier ISBN: 9798350328509 true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource ISBN true true 10002 /api/publicationsourcetype/10002 PublicationSourceType Egyéb true false 122 true false true 24630939 /api/publicationidentifier/24630939 https://www.worldcat.org/search?q=isbn%3A9798350328516 9798350328516 PublicationIdentifier ISBN: 9798350328516 true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource ISBN true true 10002 /api/publicationsourcetype/10002 PublicationSourceType Egyéb true false 122 true false true 27945265 /api/publicationidentifier/27945265 https://www.worldcat.org/search?q=isbn%3A9798350328523 9798350328523 PublicationIdentifier ISBN: 9798350328523 true 122 ISBN https://www.worldcat.org/search?q=isbn%3A@@@ /api/publicationsource/122 ISBN PlainSource ISBN true true 10002 /api/publicationsourcetype/10002 PublicationSourceType Egyéb true false 122 true false /api/publication/34081522 Szakál Anikó. 27th IEEE International Conference on Intelligent Engineering Systems, INES 2023: Proceedings. (2023) ISBN:9798350328509; 9798350328516; 9798350328523 true true 23 23 /api/publicationtype/23 PublicationType Könyv 3 true 23 Book false true 34081522 true true true true true 10000144 Conference proceedings true 23 23 /api/publicationtype/23 PublicationType Könyv 3 true 23 Book /api/subtype/10000144 Konferenciakötet SubType Konferenciakötet (Könyv) 345 true 10000144 false Book 2023 true 1 /api/category/1 Category Tudományos true 1 false Language 10002 /api/language/10002 Angol Angol English true 2 true PersonAuthorship 109469912 /api/authorship/109469912 Mohammed, Mudabbir [Mohammed, Mudabbiruddin (engineering), szerző] Anyagtudományok és Technológiák Doktori Iskola (ÓE) 1 0.5 true false Author 10079599 /api/author/10079599 Mohammed Mudabbiruddin (engineering) Mohammed Mudabbiruddin true true Mohammed Mudabbir true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PersonAuthorship 109469913 /api/authorship/109469913 Amirhosein, Mosavi [Mosavi, Amirhosein (Natural Science), szerző] Szoftvertervezés- és Fejlesztés Intézet (ÓE / NIK); Információs Társadalom Kutatóintézet (NKE / EJKK) 2 0.5 false true Author 10050464 /api/author/10050464 Mosavi Amirhosein (Natural Science) Mosavi Amirhosein true 10050464 true Amirhosein Mosavi true false false AuthorshipType 1 /api/authorshiptype/1 Szerző 0 true 0 true false true PublicationIdentifier 25863780 /api/publicationidentifier/25863780 DOI: 10.1109/INES59282.2023.10297884 PlainSource 6 /api/publicationsource/6 DOI PublicationSourceType 10001 /api/publicationsourcetype/10001 DOI true true true DOI DOI https://doi.org/@@@ true true 6 true PAY IDENTICAL 10.1109/INES59282.2023.10297884 https://doi.org/10.1109/INES59282.2023.10297884 false true PublicationIdentifier 25261270 /api/publicationidentifier/25261270 Scopus: 85178599029 PlainSource 3 /api/publicationsource/3 Scopus PublicationSourceType 10003 /api/publicationsourcetype/10003 Indexelő adatbázis false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85178599029 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85178599029 true true PublicationIdentifier 25863781 /api/publicationidentifier/25863781 Egyéb URL: https://ieeexplore.ieee.org/document/10297884 PlainSource 40 /api/publicationsource/40 Egyéb URL PublicationSourceType 10006 /api/publicationsourcetype/10006 Link true true true Egyéb URL Other URL @@@ true true 40 true https://ieeexplore.ieee.org/document/10297884 https://ieeexplore.ieee.org/document/10297884 false true Classification 10949 /api/classification/10949 Építőipari robotika true true Classification 10099 /api/classification/10099 Gépi tanulás, statisztikus adatfeldolgozás, jelfeldolgozáson alapuló alkalmazások (pl. beszéd, kép, videó) true true Classification 11603 /api/classification/11603 Mesterséges intelligencia és döntéstámogatás true true Classification 10807 /api/classification/10807 Műszaki és technológiai tudományok true true Keyword 3015 /api/keyword/3015 CONSTRUCTION true 3015 true Keyword 1160413 /api/keyword/1160413 building true 1160413 true Keyword 1281942 /api/keyword/1281942 big data true 1281942 true Keyword 1479886 /api/keyword/1479886 Data Science true 1479886 true Keyword 3133605 /api/keyword/3133605 Artifical Intelligence true true /api/publication/34081644 Mohammed Mudabbir et al. Machine Learning for Modeling Service Life: Comprehensive Review, Bibliometrics Analysis and Taxonomy. (2023) Megjelent: 27th IEEE International Conference on Intelligent Engineering Systems, INES 2023 pp. 235-243<div class="BookChapter Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10079599"><a href="/gui2/?type=authors&mode=browse&sel=10079599" target="_blank">Mohammed Mudabbir (<span class="authorship-author-name">Mohammed Mudabbiruddin</span> <span class="authorAux-mtmt"> engineering</span>) </a> </span> <span class="author-affil"><span title="Óbudai Egyetem">ÓE</span>/Anyagtudományok és Technológiák Doktori Iskola</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10050464"><a href="/gui2/?type=authors&mode=browse&sel=10050464" target="_blank">Amirhosein Mosavi (<span class="authorship-author-name">Mosavi Amirhosein</span> <span class="authorAux-mtmt"> Natural Science</span>) </a> </span> <span class="author-affil"><span title="Óbudai Egyetem">ÓE</span>/<span title="Neumann János Informatikai Kar">NIK</span>/Szoftvertervezés- és Fejlesztés Intézet; <span title="Nemzeti Közszolgálati Egyetem">NKE</span>/<span title="Eötvös József Kutatóközpont">EJKK</span>/Információs Társadalom Kutatóintézet</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;34081644" target="_blank">Machine Learning for Modeling Service Life: Comprehensive Review, Bibliometrics Analysis and Taxonomy</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype0"> <span class="author-name" mtid="10039071"><a href="/gui2/?type=authors&mode=browse&sel=10039071" target="_blank">Szakál Anikó (<span class="authorship-author-name">Szakál Anikó</span> <span class="authorAux-mtmt"> műszaki informatika</span>) </a> </span> <span class="author-affil">Óbudai Egyetem</span> </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;34081522" target="_blank">27th IEEE International Conference on Intelligent Engineering Systems, INES 2023 : Proceedings </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Nairobi, Kenya <span class="conference-date">2023.07.26. - 2023.07.31.</span> </div> <span class="editionNumber">(1)</span> <span class="publishedAt">Piscataway (NJ): <span class="publishers">IEEE Hungary Section</span>, <span class="page"> pp 235-243 </span> <span class="year">(2023)</span> ( <span class="seriesTitle">Proceedings - IEEE International Conference on Intelligent Engineering Systems</span> <span class="issn">1543-9259</span> ) </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_PAY" title=" Fizetős "> <a style="color:blue" title="10.1109/INES59282.2023.10297884" target="_blank" href="https://doi.org/10.1109/INES59282.2023.10297884"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85178599029" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85178599029"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://ieeexplore.ieee.org/document/10297884" target="_blank" href="https://ieeexplore.ieee.org/document/10297884"> Egyéb URL </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1109/INES59282.2023" target="_blank" href="https://doi.org/10.1109/INES59282.2023"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9798350328509" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9798350328509"> 9798350328509 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9798350328516" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9798350328516"> 9798350328516 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9798350328523" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9798350328523"> 9798350328523 </a> </span> </span> <div class="mtid"><span class="long-pub-mtid">Közlemény: 34081644</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 34081522</span> Forrás | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="lastModified">Utolsó módosítás: 2024.03.13. 17:01 Margit István (NKE 4-es admin) </div> </div> </div>