Pregled po CROSBI profilu: Leo Tišljarić (CROSBI Profil: 37040, ORCID: 0000-0001-8257-8356, OBAD: -356367)
Pronađeno 31 radova
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1.Reinforcement Learning-Based Dynamic Zone Placement Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation // Machines, 11 (2023), 4; 11040479, 15 doi:10.3390/machines11040479 (međunarodna recenzija, članak, znanstveni)
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2.Urban Traffic Signal Control under Mixed Traffic Flows: Literature Review // Applied Sciences, 13 (2023), 7; 4484, 19 doi:10.3390/app13074484 (međunarodna recenzija, pregledni rad, znanstveni)
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3.WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks // Machine learning, 112 (2023), 2; 459-481 doi:10.1007/s10994-021-05979-8 (međunarodna recenzija, članak, znanstveni)
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4.Autonomous Vehicles Parameter Influence on Mixed Traffic Flow on a Motorway: A Simulation Approach // International Scientific Conference "The Science and Development of Transport - Znanost i razvitak prometa - ZIRP 2022" / Petrović, Marjana ; Dovbischuk, Irina ; Cunha, André Luiz (ur.).
Šibenik, Hrvatska: Elsevier BV, 2022. str. 149-156 doi:10.1016/j.trpro.2022.09.018 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
5.Traffic Emissions Clustering Using OBD-II Dataset Based on Machine Learning Algorithms // International Scientific Conference “The Science and Development of Transport - Znanost i razvitak prometa” / Petrovic, Marjana ; Dovbischuk, Irina ; Cunha, André Luiz (ur.).
Šibenik, Hrvatska: Elsevier BV, 2022. str. 364-371 doi:10.1016/j.trpro.2022.09.040 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
6.Trajectory Estimation From Sparse Cellular Network Data Based on the Historical Vehicular Data // International Scientific Conference "The Science and Development of Transport - Znanost i razvitak prometa - ZIRP 2022" / Petrović, Marjana ; Dovbischuk, Irina ; Cunha, André Luiz (ur.).
Šibenik, Hrvatska: Elsevier BV, 2022. str. 166-173 doi:10.1016/j.trpro.2022.09.020 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Intersection Traffic State Estimation using Speed Transition Matrix and Fuzzy-based Systems // Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO / Gini, Giuseppina ; Nijmeijer, Henk ; Burgard, Wolfram ; Filev, Dimitar (ur.).
Lisabon, 2022. str. 193-200 doi:10.5220/0011275500003271 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
8.Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation // 2022 30th Mediterranean Conference on Control and Automation (MED)
Atena, Grčka: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 1093-1098 doi:10.1109/med54222.2022.9837279 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
9.Speed Transition Matrix Feature Extraction for Traffic State Estimation Using Machine Learning Algorithms // The Science and Development of Transport—ZIRP 2021 / Petrović, Marijana ; Novačko, Luka ; Božić, Dijana ; Rožić, Tomislav (ur.).
Cham: Springer, 2022. str. 61-74 doi:10.1007/978-3-030-97528-9_5 -
10.Motorway Bottleneck Probability Estimation in Connected Vehicles Environment Using Speed Transition Matrices // Sensors, 22 (2022), 7; 2807, 20 doi:10.3390/s22072807 (međunarodna recenzija, članak, znanstveni)
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11.Transition State Matrices Approach for Trajectory Segmentation Based on Transport Mode Change Criteria // Sustainability, 14 (2022), 5; 2756, 20 doi:10.3390/su14052756 (međunarodna recenzija, članak, znanstveni)
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12.Influence of Variable Speed Limit Control on Fuel and Electric Energy Consumption, and Exhaust Gas Emissions in Mixed Traffic Flows // Sustainability, 14 (2022), 2; 932, 20 doi:10.3390/su14020932 (međunarodna recenzija, članak, znanstveni)
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13.Spatiotemporal Road Traffic Anomaly Detection: A Tensor-Based Approach // Applied Sciences-Basel, 11 (2021), 24; 12017, 17 doi:10.3390/app112412017 (međunarodna recenzija, članak, znanstveni)
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14.Motorway Bottleneck Detection Using Speed Transition Matrices // 6th Int'l Workshop on Data Science (IWDS 2021)
Zagreb, Hrvatska, 2021. str. 1-3 (predavanje, međunarodna recenzija, prošireni sažetak, znanstveni) -
15.Prijelazna matrica brzina: Primjena novog modela prometnih podataka u cilju povećanja sigurnosti // Studentska konferencija o bezbednosti saobračaja (SKOBS)
Zlatibor, Srbija, 2021. (plenarno, pp prezentacija, stručni) -
16.Simulation of the Urban Mobility Using Cellular Network Data: Case Study for the City of Rijeka Croatia // Proceedings of the International Scientific Conference “The Science and Development of Transport” (ZIRP 2021) / Ivanjko, Edouard ; Stanković, Ratko ; Nikšić, Mladen (ur.).
Zagreb: Fakultet prometnih znanosti Sveučilišta u Zagrebu, 2021. str. 69-78 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms // Proceedings of ELMAR-2021 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.).
Zadar: Sveučilište u Zagrebu, 2021. str. 173-177 doi:10.1109/ELMAR52657.2021.9550817 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Fuzzy Inference System for Congestion Index Estimation Based on Speed Probability Distributions // 14th International scientific conference on sustainable, modern and safe transport / Bujňák, Jan ; Guagliano, Mario (ur.).
Vysoké Tatry, Slovačka: Elsevier BV, 2021. str. 1389-1397 doi:10.1016/j.trpro.2021.07.124 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
19.A Survey of Methods and Technologies for Congestion Estimation Based on Multisource Data Fusion // Applied Sciences-Basel, 11 (2021), 5; 2306, 19 doi:10.3390/app11052306 (međunarodna recenzija, članak, znanstveni)
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20.Estimating congestion zones and travel time indexes based on the floating car data // Computers environment and urban systems, 87 (2021), 101604, 17 doi:10.1016/j.compenvurbsys.2021.101604 (međunarodna recenzija, članak, znanstveni)
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21.Clustering of the Anomalous Spatiotemporal Traffic Patterns Using Tensor Decomposition Method // The 3rd Symposium on Management of Future Motorway and Urban Traffic Systems
Luksemburg, 2020. str. 1-5 (predavanje, međunarodna recenzija, prošireni sažetak, znanstveni) -
22.Traffic State Estimation and Anomaly Detection Using Tensor-Based Method // 5th International Workshop on Data Science (IWDS 2020)
Zagreb, Hrvatska, 2020. str. 1-2 (poster, međunarodna recenzija, prošireni sažetak, ostalo) -
23.Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method // Discovery Science / Appice, Annalisa ; Tsoumakas, Grigorios ; Manolopoulos, Yannis ; Matwin, Stan (ur.).
Cham: Springer, 2020. str. 674-688 doi:10.1007/978-3-030-61527-7_44 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Traffic State Estimation Using Speed Profiles and Convolutional Neural Networks // MIPRO 2020 43rd International Convention Proceedings / Skala, Karolj (ur.).
Rijeka: Croatian Society for Information, Communication and Electronic Technology - MIPRO, 2020. str. 2147-2152 doi:10.23919/MIPRO48935.2020.9245177 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
25.Measure for Traffic Anomaly Detection on the Urban Roads Using Speed Transition Matrices // MIPRO 2020 43rd International Convention Proceedings / Skala, Karolj (ur.).
Rijeka: Croatian Society for Information, Communication and Electronic Technology - MIPRO, 2020. str. 268-275 doi:10.23919/MIPRO48935.2020.9245327 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
