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(<span class="authorship-author-name">Hatwágner F. Miklós</span> <span class="authorAux-mtmt"> Informatika, optimalizálás, evolúciós algoritmusok</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000464"><a href="/gui2/?type=authors&mode=browse&sel=10000464" target="_blank">Koczy Laszlo T. (<span class="authorship-author-name">Kóczy T. László</span> <span class="authorAux-mtmt"> Távközlő rendszerek</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;34043590" target="_blank">Machine learning and fuzzy cognitive maps in a hybrid approach toward freeway on-ramp traffic control</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <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> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;33844499" target="_blank">IEEE 17th International Symposium on Applied Computational Intelligence and Informatics SACI 2023 : Proceedings </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Timisoara, Románia <span class="conference-date">2023.05.23. - 2023.05.26.</span> </div> <span class="publishedAt">Budapest: <span class="publishers">Óbudai Egyetem</span>, <span class="publishers">IEEE Hungary Section</span>, <span class="page"> pp 000587-000592 </span> <span class="year">(2023)</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_none" title="none"> <a style="color:black" title="10.1109/SACI58269.2023.10158585" target="_blank" href="https://doi.org/10.1109/SACI58269.2023.10158585"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85165149695" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85165149695"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://ieeexplore.ieee.org/document/10158585/" target="_blank" href="https://ieeexplore.ieee.org/document/10158585/"> 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/SACI58269.2023" target="_blank" href="https://doi.org/10.1109/SACI58269.2023"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9798350321098" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9798350321098"> 9798350321098 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:blue" title="9798350321104" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9798350321104"> 9798350321104 </a> </span> </span> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 5</span> | Független: 3 | Függő: 2 | Nem jelölt: 0 | WoS jelölt: 2 | Scopus jelölt:&nbsp;3 | WoS/Scopus jelölt:&nbsp;3 | DOI jelölt:&nbsp;5 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;34043590&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 5 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 34043590</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 33844499</span> Forrás Idéző | <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: 2025.03.27. 17:53 Ladányi Gusztáv (MTMT API user, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Export Date: 31 July 2023 Correspondence Address: Amini, M.; Szechenyi Istvan University, Hungary; email: mehran@sze.hu</pre> </div> </div> JournalArticle 33623326 ADMIN_APPROVED true 0 false 2026-03-27T13:32:44.238+0000 2025-09-16T11:38:05.857+0000 2023-02-06T08:50:17.983+0000 true 10019826 Németh Balázs /api/author/10019826 Author true 10019826 2025-09-18T14:15:16.188+0000 2025-09-18T14:15:16.188+0000 2024-04-09T06:52:44.794+0000 true 10094427 Nyitrai Erzsébet /api/admin/10094427 Admin false true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Zöldy, Máté The Cognitive Mobility Concept true true /api/journal/10011156 REVIEWED true true 10011156 false 10011156 true 2061-2079 2061-2125 Journal FOREIGN 15 Special Issue 35 40 35 6 2023 Mobility is the engine of our society in the third millennium. Rapid technical development makes it possible to increase cognitive ability in various fields; mobility is one of the most affected. Mobility has become a multidimensional concept in our interpretation; in addition to transportation, it also appears in the digital space, among other dimensions. The 21st century has brought unprecedented challenges, such as the covid-19 virus and the Russian war in Ukraine. These highlight bottlenecks in mobility systems and prompted us to explore the concept of cognitive mobility. This paper intends to refine the CogMob approach, which co-manages human and machine capabilities in mobility. New achievements within CogMob's domain match the new challenges of war and viruses. This article aims to outline the field of cognitive mobility. 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(<span class="authorship-author-name">Hatwágner F. Miklós</span> <span class="authorAux-mtmt"> Informatika, optimalizálás, evolúciós algoritmusok</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000464"><a href="/gui2/?type=authors&mode=browse&sel=10000464" target="_blank">Koczy L.T. (<span class="authorship-author-name">Kóczy T. László</span> <span class="authorAux-mtmt"> Távközlő rendszerek</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék; <span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;33049054" target="_blank">Fuzzy System-Based Solutions for Traffic Control in Freeway Networks Toward Sustainable Improvement</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-name" >Ciucci Davide </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Couso Inés </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Medina Jesús </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Ślęzak Dominik </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Petturiti Davide </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Bouchon-Meunier Bernadette </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Yager Ronald R </span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;32956799" target="_blank">Information Processing and Management of Uncertainty in Knowledge-Based Systems: 19th International Conference, IPMU 2022 : Proceedings, Part II </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Milano, Olaszország <span class="conference-date">2022.07.11. - 2022.07.15.</span> </div> <span class="publishedAt">Cham: <span class="publishers">Springer International Publishing</span>, <span class="page"> pp 288-305 </span> <span class="year">(2022)</span> ( <span class="seriesTitle">Communications in Computer and Information Science</span> <span class="issn">1865-0929</span> <span class="issn">1865-0937</span> <span class="seriesVolume">; 1602</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_none" title="none"> <a style="color:blue" title="10.1007/978-3-031-08974-9_23" target="_blank" href="https://doi.org/10.1007/978-3-031-08974-9_23"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85135083358" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85135083358"> Scopus </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:black" title="10.1007/978-3-031-08974-9" target="_blank" href="https://doi.org/10.1007/978-3-031-08974-9"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9783031089732" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9783031089732"> 9783031089732 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9783031089749" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9783031089749"> 9783031089749 </a> </span> </span> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 4</span> | Független: 0 | Függő: 4 | Nem jelölt: 0 | WoS jelölt: 2 | Scopus jelölt:&nbsp;4 | WoS/Scopus jelölt:&nbsp;4 | DOI jelölt:&nbsp;4 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;33049054&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 2 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 33049054</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 32956799</span> Forrás Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">Scopus</span> </div> <div class="lastModified">Utolsó módosítás: 2025.03.27. 17:51 Ladányi Gusztáv (MTMT API user, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Department of Information Technology, Szechenyi Istvan University, Gyor, Hungary Department of Telecommunications and Media Informatics, Budapest University of Technology and Economics, Budapest, Hungary Export Date: 12 August 2022 Correspondence Address: Amini, M.; Department of Information Technology, Hungary; email: mehr...</pre> </div> </div> JournalArticle 33272027 ADMIN_APPROVED true Department of Informatics, Szechenyi Istvan University, Gyor, 9026, Hungary Department of Telecommunication and Media Informatics, Budapest University of Technology and Economics, Budapest, 1111, Hungary Cited By :1 Export Date: 3 April 2023 Correspondence Address: Amini, M.; Department of Informatics, Hungary; email: mehran@sze.hu Correspondence Address: Koczy, L.T.; Department of Informatics, Hungary; email: koczy@tmit.bme.hu 0 false 2026-03-11T12:12:45.878+0000 2025-03-27T16:52:01.945+0000 2022-11-28T08:24:45.455+0000 true 10060511 Zsömle Viktor /api/admin/10060511 Admin true 10060511 2025-06-05T16:03:54.879+0000 2025-06-05T16:03:54.879+0000 2023-05-31T09:41:19.561+0000 true 10060285 Lilikné Csákány Andrea /api/admin/10060285 Admin true 10060285 true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Amini, Mehran A Combined Approach of Fuzzy Cognitive Maps and Fuzzy Rule-Based Inference Supporting Freeway Traffic Control Strategies true true /api/journal/10057489 REVIEWED true false 10057489 false 10057489 true 2227-7390 Journal FOREIGN 10 21 4139 4139 17 2022 Freeway networks, despite being built to handle the transportation needs of large traffic volumes, have suffered in recent years from an increase in demand that is rarely resolvable through infrastructure improvements. Therefore, the implementation of particular control methods constitutes, in many instances, the only viable solution for enhancing the performance of freeway traffic systems. The topic is fraught with ambiguity, and there is no tool for understanding the entire system mathematically; hence, a fuzzy suggested algorithm seems not just appropriate but essential. In this study, a fuzzy cognitive map-based model and a fuzzy rule-based system are proposed as tools to analyze freeway traffic data with the objective of traffic flow modeling at a macroscopic level in order to address congestion-related issues as the primary goal of the traffic control strategies. In addition to presenting a framework of fuzzy system-based controllers in freeway traffic, the results of this study demonstrated that a fuzzy inference system and fuzzy cognitive maps are capable of congestion level prediction, traffic flow simulation, and scenario analysis, thereby enhancing the performance of the traffic control strategies involving the implementation of ramp management policies, controlling vehicle movement within the freeway by mainstream control, and routing control. true 2022 true true true false true false GOLD 2026-03-11 true https://doi.org/10.3390/math10214139 8 0 8 5 2 7 8 2 4 4 4 1 1 5 3 0 8 5 8 5 0 3 3 Q2 false false false false 2022-11-27T08:24:53.976+0000 Informatika Tanszék (SZE / IVK); Távközlési és Médiainformatikai Tanszék (BME / VIK) 3 25 2 3 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 104480961 /api/authorship/104480961 1 0.333 true false true Author 10073601 /api/author/10073601 Amini Mehran true true Amini Mehran true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 104480962 /api/authorship/104480962 2 0.333 false false false Author 10023121 /api/author/10023121 Hatwágner F. 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(<span class="authorship-author-name">Hatwágner F. Miklós</span> <span class="authorAux-mtmt"> Informatika, optimalizálás, evolúciós algoritmusok</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000464"><a href="/gui2/?type=authors&mode=browse&sel=10000464" target="_blank">Koczy Laszlo T. ✉ (<span class="authorship-author-name">Kóczy T. László</span> <span class="authorAux-mtmt"> Távközlő rendszerek</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék; <span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;33272027" target="_blank">A Combined Approach of Fuzzy Cognitive Maps and Fuzzy Rule-Based Inference Supporting Freeway Traffic Control Strategies</a></div> <div> <span class="journal-title">MATHEMATICS</span> <span class="journal-issn">( <a target="_blank" href="https://portal.issn.org/resource/ISSN/2227-7390">2227-7390</a>)</span>: <span class="journal-volume">10</span> <span class="journal-issue">21</span> <span class="page"> Paper 4139. 17 p. </span> <span class="year">(2022)</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_GOLD" title=" Gold "> <a style="color:blue" title="10.3390/math10214139" target="_blank" href="https://doi.org/10.3390/math10214139"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000883910100001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000883910100001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85141836207" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85141836207"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://www.mdpi.com/2227-7390/10/21/4139" target="_blank" href="https://www.mdpi.com/2227-7390/10/21/4139"> Egyéb URL </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Computer Science (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q2</div> <div class="journal-subject">Folyóirat szakterülete: Scopus - Engineering (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q2</div> <div class="journal-subject">Folyóirat szakterülete: Scopus - Mathematics (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q2</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 8</span> | Független: 5 | Függő: 3 | Nem jelölt: 0 | WoS jelölt: 2 | Scopus jelölt:&nbsp;4 | WoS/Scopus jelölt:&nbsp;4 | DOI jelölt:&nbsp;8 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;33272027&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 3 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 33272027</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> Forrás Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="lastModified">Utolsó módosítás: 2025.03.27. 17:52 Ladányi Gusztáv (MTMT API user, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Department of Informatics, Szechenyi Istvan University, Gyor, 9026, Hungary Department of Telecommunication and Media Informatics, Budapest University of Technology and Economics, Budapest, 1111, Hungary Cited By :1 Export Date: 3 April 2023 Correspondence Address: Amini, M.; Department of Informatic...</pre> </div></div> JournalArticle 32537879 VALIDATED true Department of Information Technology, Szechenyi Istvan University, Gyor, Hungary Doctoral School of Regional Sciences and Business Administration, Gyor, Hungary Department of Telecommunications and Media Informatics, Budapest University of Technology and Economics, Hungary Export Date: 18 January 2022 Correspondence Address: Amini, M.; Department of Information Technology, Hungary Funding details: National Research, Development and Innovation Office, NKFIH K124055 Funding text 1: This research was supported by the National Office of Research, Development, and Innovation grant NKFIH K124055. 0 false 2026-03-11T12:12:08.799+0000 2026-02-12T11:59:52.872+0000 2021-12-14T09:14:53.356+0000 true 10073601 Amini Mehran /api/author/10073601 Author true 2026-02-12T11:59:52.464+0000 2022-04-11T09:25:32.909+0000 true 10077160 Skultéty Diána Anikó /api/admin/10077160 Admin true true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Amini, Mehran Developing a macroscopic model based on fuzzy cognitive map for road traffic flow simulation true true /api/journal/10011156 REVIEWED true true 10011156 false 10011156 true 2061-2079 2061-2125 Journal FOREIGN 13 3 14 23 14 10 2021 Fuzzy cognitive maps (FCM) have been broadly employed to analyze complex and decidedly uncertain systems in modeling, forecasting, decision making, etc. Road traffic flow is also notoriously known as a highly uncertain nonlinear and complex system. Even though applications of FCM in risk analysis have been presented in various engineering fields, this research aims at modeling road traffic flow based on macroscopic characteristics through FCM. Therefore, a simulation of variables involved with road traffic flow carried out through FCM reasoning on historical data collected from the e-toll dataset of Hungarian networks of freeways. The proposed FCM model is developed based on 58 selected freeway segments as the “concepts” of the FCM; moreover, a new inference rule for employing in FCM reasoning process along with its algorithms have been presented. The results illustrate FCM representation and computation of the real segments with their main road traffic-related characteristics that have reached an equilibrium point. Furthermore, a simulation of the road traffic flow by performing the analysis of customized scenarios is presented, through which macroscopic modeling objectives such as predicting future road traffic flow state, route guidance in various scenarios, freeway geometric characteristics indication, and effectual mobility can be evaluated. 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László</span> <span class="authorAux-mtmt"> Távközlő rendszerek</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;32537879" target="_blank">Developing a macroscopic model based on fuzzy cognitive map for road traffic flow simulation</a></div> <div> <span class="journal-title">INFOCOMMUNICATIONS JOURNAL</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/2061-2079">2061-2079</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/2061-2125">2061-2125</a>)</span>: <span class="journal-volume">13</span> <span class="journal-issue">3</span> <span class="page"> pp 14-23 </span> <span class="year">(2021)</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_GOLD" title=" Gold "> <a style="color:blue" title="10.36244/ICJ.2021.3.2" target="_blank" href="https://doi.org/10.36244/ICJ.2021.3.2"> DOI </a> </span> <span class="id identifier oa_GREEN" title=" Green "> <a style="color:black" title="136601" target="_blank" href="http://real.mtak.hu/136601"> REAL </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000755143400003" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000755143400003"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85120442543" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85120442543"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="https://www.infocommunications.hu/2021_3_2" target="_blank" href="https://www.infocommunications.hu/2021_3_2"> Egyéb URL </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Computer Science (miscellaneous)&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q3</div> <div class="journal-subject">Folyóirat szakterülete: Scopus - Electrical and Electronic Engineering&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;Q3</div> <div class="journal-subject">VI. 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Földtudományok Osztálya XFO&nbsp;&nbsp;&nbsp;A</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 11</span> | Független: 5 | Függő: 6 | Nem jelölt: 0 | WoS jelölt: 5 | Scopus jelölt:&nbsp;8 | WoS/Scopus jelölt:&nbsp;9 | DOI jelölt:&nbsp;11 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;32537879&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 5 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 32537879</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Forrás Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="special-affiliations"> Speciális affiliáció: Infocommunications Journal szerkesztősége </div> <div class="funder"> OTKA(K124055) </div> <div class="lastModified">Utolsó módosítás: 2026.02.12. 12:59 Andódy Katalin (BME admin4) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Department of Information Technology, Szechenyi Istvan University, Gyor, Hungary Doctoral School of Regional Sciences and Business Administration, Gyor, Hungary Department of Telecommunications and Media Informatics, Budapest University of Technology and Economics, Hungary Export Date: 18 January 2022 ...</pre> </div></div> BookChapter 32101466 ADMIN_APPROVED true Funding Agency and Grant Number: National Research, Development and Innovation Office NKFIHNational Research, Development & Innovation Office (NRDIO) - Hungary [K124055] Funding text: This research was supported by the National Research, Development and Innovation Office NKFIH grant Nr. K124055. 0 false 2026-03-11T12:11:13.537+0000 2025-03-27T16:48:17.140+0000 2021-07-13T09:29:10.989+0000 true 10072271 Andódy Katalin /api/admin/10072271 Admin true 2025-03-27T16:48:17.475+0000 2025-03-27T16:48:17.475+0000 2023-02-14T08:53:23.902+0000 true 10060285 Lilikné Csákány Andrea /api/admin/10060285 Admin true 10060285 true false true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType 228 true 10000312 true 1 /api/category/1 Category true 1 Mehran, Amini An intelligent traffic congestion detection approach based on fuzzy inference system 97 104 97 8 2021 Traffic congestion causes significant economic and social consequences. Instant detection of vehicular traffic breakdown has a pivotal role in intelligent transportation engineering. Common traffic estimators and predictors systems need traffic observations to be classified in their binary-set-nature computation methods which are unable to be an effective base for traffic modeling, since they are defined by precise and deterministic characteristics while traffic is known to be a highly complex and nonlinear system, which may be prescribed by uncertain models containing vague properties. This study aims at applying a new fuzzy inference model for predicting the level of congestion in such heterogeneous and convoluted networks, where the paucity of accurate and real-time data can cause problems in interpreting the whole system state by conventional quantitative techniques. The proposed fuzzy inference model is based on real data extracted from Hungarian network of freeways. As input variables traffic flow and approximate capacity of each segment are considered and level of congestion is regarded as output variable. In the model, a total number of 75 rules were developed on the basis of available datasets, percentile distribution, and experts' judgments. Designed model and analyzing steps are simulated and proven by Matlab fuzzy logic toolbox. The results illustrate correlations and relationships among input variables with predicting the level of congestion based on available resources. Furthermore, performed analyses beside their tractability in dealing with ambiguity and subjectivity are aligned with intelligent traffic modeling purposes in designing traffic breakdown-related alert or early warning systems, infrastructure and services planning, and sustainability development. 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(<span class="authorship-author-name">Hatwágner F. Miklós</span> <span class="authorAux-mtmt"> Informatika, optimalizálás, evolúciós algoritmusok</span>) </a> </span> <span class="author-affil">Széchenyi István Egyetem; <span title="Széchenyi István Egyetem">SZE</span>/Gépészmérnöki, Informatikai és Villamosmérnöki Kar; <span title="Széchenyi István Egyetem">SZE</span>/<span title="Gépészmérnöki, Informatikai és Villamosmérnöki Kar">GIVK</span>/Informatika Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10077693"><a href="/gui2/?type=authors&mode=browse&sel=10077693" target="_blank">Mikulai Gergely Cs. (<span class="authorship-author-name">Mikulai Gergely Csaba</span> <span class="authorAux-mtmt"> Mikulai Gergely</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István Egyetem">SZE</span>/Regionális- és Gazdaságtudományi Doktori Iskola</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000464"><a href="/gui2/?type=authors&mode=browse&sel=10000464" target="_blank">Koczy Laszlo T. (<span class="authorship-author-name">Kóczy T. László</span> <span class="authorAux-mtmt"> Távközlő rendszerek</span>) </a> </span> <span class="author-affil">Széchenyi István Egyetem; <span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;32101466" target="_blank">An intelligent traffic congestion detection approach based on fuzzy inference system</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <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> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;32071209" target="_blank">15th IEEE International Symposium on Applied Computational Intelligence and Informatics SACI 2021 </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Timisoara, Románia <span class="conference-date">2021.05.19. - 2021.05.21.</span> </div> <span class="publishedAt">Budapest,</span> <span class="publishedAt">Piscataway (NJ): <span class="publishers">Óbudai Egyetem</span>, <span class="publishers">Institute of Electrical and Electronics Engineers (IEEE)</span>, <span class="page"> pp 97-104 </span> <span class="year">(2021)</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_none" title="none"> <a style="color:blue" title="10.1109/SACI51354.2021.9465637" target="_blank" href="https://doi.org/10.1109/SACI51354.2021.9465637"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000695348300017" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000695348300017"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85113909620" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85113909620"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://ieeexplore.ieee.org/document/9465637/" target="_blank" href="https://ieeexplore.ieee.org/document/9465637/"> Egyéb URL </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_PAY" title=" Fizetős "> <a style="color:blue" title="10.1109/SACI51354.2021" target="_blank" href="https://doi.org/10.1109/SACI51354.2021"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9781728195438" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9781728195438"> 9781728195438 </a> </span> </span> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 25</span> | Független: 19 | Függő: 6 | Nem jelölt: 0 | WoS jelölt: 12 | Scopus jelölt:&nbsp;13 | WoS/Scopus jelölt:&nbsp;16 | DOI jelölt:&nbsp;24 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;32101466&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 4 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 32101466</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 32071209</span> Forrás Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="funder"> OTKA(K124055) </div> <div class="notDuplums"><a target="_blank" href="/api/publication/32101466/notduplums">1 Nem duplumnak jelölés</a> </div> <div class="lastModified">Utolsó módosítás: 2025.03.27. 17:48 Ladányi Gusztáv (MTMT API user, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Funding Agency and Grant Number: National Research, Development and Innovation Office NKFIHNational Research, Development & Innovation Office (NRDIO) - Hungary [K124055] Funding text: This research was supported by the National Research, Development and Innovation Office NKFIH grant Nr. K124055.</pre> </div> </div>