Edouard Ivanjko

Edouard Ivanjko

Sveucilište u Zagrebu

H-index: 19

Europe-Croatia

About Edouard Ivanjko

Edouard Ivanjko, With an exceptional h-index of 19 and a recent h-index of 14 (since 2020), a distinguished researcher at Sveucilište u Zagrebu, specializes in the field of Artificial Intelligence, Traffic control, Prediction and estimation of traffic parmaters, Computer vision in road traffic.

His recent articles reflect a diverse array of research interests and contributions to the field:

Impact of federated deep learning on vehicle-based speed control in mixed traffic flows

Reliable Learning-based Controllers and How Structured Simulation is a Path towards Them

Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning

A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics

Reinforcement Learning-Based Dynamic Zone Placement Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation

Urban traffic signal control under mixed traffic flows: Literature review

Reinforcement learning-based dynamic zone positions for mixed traffic flow variable speed limit control with congestion detection

Air Pollution Modeling for Sustainable Urban Mobility with COVID-19 Impact Analysis: Case Study of Skopje

Edouard Ivanjko Information

University

Position

Associate Professor Faculty of Transport and Traffic Sciences

Citations(all)

1088

Citations(since 2020)

645

Cited By

591

hIndex(all)

19

hIndex(since 2020)

14

i10Index(all)

42

i10Index(since 2020)

26

Email

University Profile Page

Sveucilište u Zagrebu

Google Scholar

View Google Scholar Profile

Edouard Ivanjko Skills & Research Interests

Artificial Intelligence

Traffic control

Prediction and estimation of traffic parmaters

Computer vision in road traffic

Top articles of Edouard Ivanjko

Title

Journal

Author(s)

Publication Date

Impact of federated deep learning on vehicle-based speed control in mixed traffic flows

Journal of parallel and distributed computing

Martin Gregurić

Filip Vrbanić

Edouard Ivanjko

2024/4/1

Reliable Learning-based Controllers and How Structured Simulation is a Path towards Them

Krešimir Kušić

René Schumann

Martin Gregurić

Edouard Ivanjko

Marko Šoštarić

2023

Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning

Knowledge-based systems

Martin Gregurić

Filip Vrbanić

Edouard Ivanjko

2023/6/7

A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics

Advanced Engineering Informatics

Krešimir Kušić

René Schumann

Edouard Ivanjko

2023/1/1

Reinforcement Learning-Based Dynamic Zone Placement Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation

Machines

Filip Vrbanić

Leo Tišljarić

Željko Majstorović

Edouard Ivanjko

2023/4/14

Urban traffic signal control under mixed traffic flows: Literature review

Željko Majstorović

Leo Tišljarić

Edouard Ivanjko

Tonči Carić

2023/4/1

Reinforcement learning-based dynamic zone positions for mixed traffic flow variable speed limit control with congestion detection

Machines

Filip Vrbanić

Martin Gregurić

Mladen Miletić

Edouard Ivanjko

2023/11/28

Air Pollution Modeling for Sustainable Urban Mobility with COVID-19 Impact Analysis: Case Study of Skopje

Sustainability

Mladen Miletić

Edouard Ivanjko

Tomislav Fratrović

Borna Abramović

2023/1/11

A review of reinforcement learning applications in adaptive traffic signal control

Mladen Miletić

Edouard Ivanjko

Martin Gregurić

Krešimir Kušić

2022/10

Proposal for Fuzzy based Adaptive Traffic Signal Control for Reducing Vehicle Emissions

Daniela Koltovska Nechoska

Roberto Pasic

Robert Šimić

Edouard Ivanjko

2022

Reinforcement learning based variable speed limit control for mixed traffic flows using speed transition matrices for state estimation

Filip Vrbanić

Edouard Ivanjko

Sadko Mandžuka

Mladen Miletić

2021/6/22

Plan upravljanja istraživačkim podacima HRZZ projekta" Razvoj sustava zasnovanih na učećim agentima za poboljšanje upravljanja prometom u gradovima (DLASIUT)"

Josip Stipčević

2023/8/20

Influence of variable speed limit control on fuel and electric energy consumption, and exhaust gas emissions in mixed traffic flows

Sustainability

Filip Vrbanić

Mladen Miletić

Leo Tišljarić

Edouard Ivanjko

2022/1/14

Intersection Traffic State Estimation using Speed Transition Matrix and Fuzzy-based Systems

Željko Majstorović

Leo Tišljarić

Edouard Ivanjko

Tonči Carić

2022

Building a motorway digital twin in SUMO: Real-time simulation of continuous data stream from traffic counters

Krešimir Kušić

Rene Schumann

Edouard Ivanjko

2022/9/12

Impact of deep reinforcement learning on variable speed limit strategies in connected vehicles environments

Engineering applications of artificial intelligence

Martin Gregurić

Krešimir Kušić

Edouard Ivanjko

2022/6/1

Virtual Reality and Transport: A Short Review

Filip Vrbanić

Edouard Ivanjko

Slaven Gašpar

2022

Impact of Connected Vehicles on Learning based Adaptive Traffic Control Systems

Mladen Miletić

Dino Čakija

Filip Vrbanić

Edouard Ivanjko

2022/10/9

Impact of the connected vehicles penetration rate on the speed transition matrices accuracy

Transportation Research Procedia

Željko Majstorović

Mladen Miletić

Dino Čakija

Ivana Dusparić

Edouard Ivanjko

...

2022/1/1

Influence of Spatial Placement of Variable Speed Limit Zones on Urban Motorway Traffic Control

Promet-Traffic&Transportation

Josip MILOŠ

Patrik HRŠAK

Nikola TOPIĆ

Leon JAKŠIĆ

Krešimir KUŠIĆ

...

2022/7/4

See List of Professors in Edouard Ivanjko University(Sveucilište u Zagrebu)

Co-Authors

H-index: 33
Ivan Petrovic

Ivan Petrovic

Sveucilište u Zagrebu

H-index: 25
Nedjeljko Peric

Nedjeljko Peric

Sveucilište u Zagrebu

H-index: 25
Mario Vašak

Mario Vašak

Sveucilište u Zagrebu

H-index: 21
Ivana Dusparic

Ivana Dusparic

Trinity College

H-index: 18
Sadko Mandžuka

Sadko Mandžuka

Sveucilište u Zagrebu

H-index: 14
Martin Gregurić

Martin Gregurić

Sveucilište u Zagrebu

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