Općenito
Od utemeljenja Zavoda za inteligentne transportne sustave postignut je zapažen uspjeh u radu njegovih djelatnika koji se ogleda u sljedećem:
- Utemeljenje grane ITS-a i logistike u znanstvenom polju Tehnologija prometa i transport
- Pokrenut prvi preddiplomski i diplomski studij ITS-a u Europi (usklađen prema bolonjskom procesu)
- Izdan sveučilišni udžbenik: Inteligentni transportni sustavi I
- Uspostavljeni Laboratorij za ITS i Laboratorij za znanost o podacima
- Organizirano nekoliko znanstveno stručnih skupova (CETSI, ITS Forum, itd.)
- Pozvana predavanja u inozemstvu
- Utemeljena Udruga ITS Hrvatska – članica europske mreže ITS udruga
- Istraživačkim i razvojnim projektima i objavama znanstvenih radova.
Istaknuti projekti
- Više-stupanjski simulacijski okvir za evaluaciju utjecaja autonomne mobilnosti na sigurnost i protočnost prometa na autocestama, Hrvatska zaklada za znanost, 2025-2030, voditelj doc. dr. sc. Martin Gregurić
- Hiperheurističko upravljanje raskrižjima s prometnim svjetlima, Hrvatska zaklada za znanost, 2025-2028, voditelj Domagoj Jakobić (Fakultet elektrotehnike i računarstva), voditelj FPZ tima prof. dr. sc. Edouard Ivanjko
- Advanced training framework for learning-based multi-agent traffic control systems using digital twin technology and generative artificial, Institucijski – NPOO, 2025-2029, voditelj doc. dr. sc. Martin Gregurić
- Electric Vehicle Fleet Optimization with Quantum and Classical Methods (EV-QCM-OPT), Institucijski – NPOO, 2025-2029, voditelj prof. dr. sc. Tonči Carić
- Twinning Open Data Operational (TODO), Horizon, Geodteski fakultet Sceučilište u Zagrebu, 2019 – 2022, lokalni voditelj doc. dr. sc. Miroslav Vujić
- Development of Learning Agent-based Systems for Improved Urban Traffic Control (DLASIUT), Hrvatska zaklada za znanost, 2021-2025, voditelj prof. dr. sc. Edouard Ivanjko
- Software Sensor Augmentation at Environmental Data Analysis Laboratory (SSA@EDAL), Hrvatska zaklada za znanost, 2020-2025, izv. prof. dr. sc. Hrvoje Kalinić, Prirodoslovno-matematički fakultet Sveučilište u Splitu, lokalni voditelj prof. Edouard Ivanjko
- Coordination Mechanisms for Multimodal Cross-Border Traveller Information Network Based on OJP for the Danube Region, Interreg – Danube Transnational Programme, voditelj AustiraTech, 2020 – 2022, lokalni voditelj, prof. dr. sc. Sadko Mandžuka
- Adaptive and Predictive Control of Plug-in Hybrid Electric Vehicles (ACHIEVE), Hrvatska zaklada za znanost, 2018-2022, voditelj prof. dr. sc. Joško Deur, Fakultet strojarstva i brodogradnje, Sveučilište u Zagrebu, loklani voditelj prof. dr. sc. Tonči Carić
- Scientific Centre of Excellence for Data Science and Cooperative Systems, Advanced methods and technologies in Data Science and Cooperative Systems (DATACROSS), 2015 – 2022, lokalni voditelj prof. dr. sc. Edouard Ivanjko
- Scalable, high available, distributed system for optimization of complex delivery routes (SKAVIDOR), EU strukturni fond – IRI, 2018-2020, MIREO d.d., loklani voditelj, prof. dr. sc. Tonči Carić
- System for route optimization in a dynamic transport environment (SORDITO), EU strukturni fond, 2014 – 2016, voditelj prof. dr. sc. Tonči Carić
- Passenger Information System for the Adriatic Region – TISAR, Adriatic IPA, 2012 – 2015, voditelj Regione Marche (Italija), loklani voditelj prof. dr. sc. Tonči Carić
- Computer Vision Innovations for Safe Traffic (VISTA), IPA III fond, 2013 – 2015, lokalni voditelj prof. dr. sc. Hrvoje Gold
- Intelligent Transport Systems in South East Europe (SEE-ITS), SEE program, 2012 – 2015, lokalni voditelj, prof. dr. sc. Sadko Mandžuka
- Intelligent Cooperative Sensing for Improved traffic efficiency (ICSI), 2012 – 2015, lokalni voditelj, prof. dr. sc. Sadko Mandžuka
- CIVITAS ELAN Mobilising citizens for vital cities Ljubljana-Gent-Zagreb-Brno-Porto, 2008 – 2012
Istaknute publikacije
- Gregurić, Martin ; Vrbanić, Filip ; Ivanjko, Edouard, Impact of federated deep learning on vehicle-based speed control in mixed traffic flows // Journal of parallel and distributed computing, 186 (2024), 104812, 17. doi: 10.1016/j.jpdc.2023.104812
- Gregurić, Martin ; Vrbanić, Filip ; Ivanjko, Edouard, Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning // Knowledge-based systems, 1 (2023), 110523, 17. doi: 10.1016/j.knosys.2023.110523
- Miletić, Mladen ; Ivanjko, Edouard ; Gregurić, Martin ; Kušić, Krešimir A review of reinforcement learning applications in adaptive traffic signal control // IET Intelligent Transport Systems, 16 (2022), 10; 1269-1285. doi: 10.1049/itr2.12208
- Gregurić, Martin ; Kušić, Krešimir ; Ivanjko, Edouard, Impact of Deep Reinforcement Learning on Variable Speed Limit strategies in connected vehicles environments // Engineering applications of artificial intelligence, 112 (2022), 104850, 17. doi: 10.1016/j.engappai.2022.104850
- Kušić, Krešimir ; Schumann, René ; Ivanjko, Edouard, A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics // Advanced engineering informatics, 55 (2023), 101858, 17. doi: 10.1016/j.aei.2022.101858
- Erdelić, Martina; Carić, Tonči; Erdelić, Tomislav; Šemanjski, Ivana, Enhancing transport mode classification benchmark by integrating spatial independence with multimodal dataset // Travel behaviour and society, 38 (2025), 100929, 16. doi: 10.1016/j.tbs.2024.100929
- Erdelić, Tomislav ; Carić, Tonči ; Erdelić, Martina ; Tišljarić, Leo ; Turković, Ana ; Jelušić, Niko, 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
- Vrbanić, Filip; Gregurić, Martin; Miletić, Mladen; Ivanjko, Edouard, Reinforcement Learning-Based Dynamic Zone Positions for Mixed Traffic Flow Variable Speed Limit Control with Congestion Detection // Machines, 11 (2023), 12; 1058, 20. doi: 10.3390/machines11121058
- Mardešić, Nikola; Erdelić, Tomislav; Carić, Tonči; Đurasević, Marko, Review of Stochastic Dynamic Vehicle Routing in the Evolving Urban Logistics Environment // Mathematics, 12 (2024), 1; 28, 44. doi: 10.3390/math12010028
- Erdelić, Tomislav; Đurasević, Marko; Erdelić, Martina; Carić, Tonči, Time-Dependent Electric Vehicle Routing Problem with time windows and charging time dependent on the state of charge // Computers & industrial engineering, 211 (2025), 111758, 33. doi: 10.1016/j.cie.2025.111758