Publications

Erdelić M., Carić T., Erdelić T., Tišljarić L., Transition State Matrices Approach for Trajectory Segmentation Based on Transport Mode Change Criteria, Sustainability 14, 5, 2756

Vrbanić F., Miletić M., Tišljarić L., Ivanjko E., Influence of Variable Speed Limit Control on Fuel and Electric Energy Consumption, and Exhaust Gas Emissions in Mixed Traffic Flows, Sustainability 14, 2, 932

Tišljarić L., Fernandes S., Carić T., Gama J., Spatiotemporal road traffic anomaly detection: a tensor-based approach, Applied Sciences 11 (24), 12017 (link)

Fernandes S., Fanaee-T H., Gama J., Tišljarić L., Šmuc T., WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks, Machine Learning (Springer US), 1-23, 2021 (link)

Erdelić T., Carić T., Erdelić M., Tišljarić L., Turković A., Jelušić N., Estimating congestion zones and travel time indexes based on the floating car data, Computers, Environment and Urban Systems 87, 101604, 2021 (link)

Cvetek D., Muštra M., Jelušić N., Tišljarić L., A Survey of Methods and Technologies for Congestion Estimation Based on Multisource Data Fusion, Applied Sciences-Basel 11, 5, 1-19, 2021 (link)

Tišljarić L., Carić T., Abramović B., Fratrović T., Traffic State Estimation and Classification on Citywide Scale Using Speed Transition Matrices, Sustainability, 12, 7278, 2020 (link)

Katulić I., Tišljarić L., Method for processing a telephone emergency call and system for carrying out the method, AUDI AG., DE Patent App. 102018200570A1 (link)

Tišljarić L., Ivanjko E., Kavran Z., Carić T., Fuzzy Inference System for Congestion Index Estimation Based on Speed Probability Distributions, Transportation Research Procedia 55, 1389–1397, 2021, (link)

Tišljarić L., Fernandes S., Carić T., Gama J., Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method, In: Appice A., Tsoumakas G., Manolopoulos Y., Matwin S. (eds) Discovery Science. DS 2020. Lecture Notes in Computer Science, vol 12323., Springer, Cham, 2020, (link)

Erdelić T., Carić T., Erdelić M., Tišljarić L., Electric vehicle routing problem with single or multiple recharges, Transportation Research Procedia 40, 217-224, 2019 (link)

Majstorović Ž., Garašić A., Tišljarić L., Carić T., Simulation of the Urban Mobility Using Cellular Network Data: Case Study for the City of Rijeka Croatia, International Scientific Conference “The Science and Development of Transport” (ZIRP 2021),  69-78, 2021. (link)

Tišljarić L., Cvetek D., Vareškić V., Gregurić M., Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms,  63rd International Symposium ELMAR-2021, Zadar, Croatia, 173-177, 2021 (link)

Tišljarić L., Carić T., Fernandes S., Gama J., Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method, International Conference on Discovery Science (DS2020), 674-688, 2020 (link)

Tišljarić L., Majstorović Ž., Erdelić T., Carić T., Measure for Traffic Anomaly Detection on the Urban Roads Using Speed Transition Matrices, International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 268-275, 2020 (link)

Tišljarić L., Cvetek D., Muštra M., Jelušić N., Mixed Impact of the Covid-19 Pandemic and the Earthquake on Traffic Flow in the Narrow City Center: A Case Study for Zagreb-Croatia, The Science and Development of Transport (ZIRP2020), 293-300, 2020 (link)

Tišljarić L., Carić T., Erdelić T., Erdelić M., Traffic State Estimation Using Speed Profiles and Convolutional Neural Networks, International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2147-2152, 2020 (link)

Erdelić T., Carić T., Erdelić M., Tišljarić L., Electric vehicle routing problem with single or multiple recharges, 14th International Scientific Conference on Sustainable, Modern and Safe Transport (TRANSCOM 2021), 217-224, 2019 (link)

Tišljarić L., Erdelić T., Carić T., Analysis of Intersection Queue Lengths and Level of Service using GPS data, International Symposium ELMAR, 43-46, 2018 (link)

Cvetek D., Tišljarić L., Mandžuka B., Jurčević M., Application of NLP Algorithms in ITS Market Analysis, The Science and Development of Transport (ZIRP2018), 33-42, 2018 (link)

Bubinić, A., Real-Time Visualization of Traffic Data Using Speed Transition Matrices (in Croatian), Bachelor thesis, Faculty of Transport and Traffic Sciences, Zagreb, 2021. (link)

Mardešić, N., Origin-Destination Flow and Traffic Parameter Estimation Based on Cellular Network Data and Vehicle Movement Historical Records, Master thesis, Faculty of Transport and Traffic Sciences, Zagreb, 2021. (link) 

Tišljarić L., Vrbanić F., Ivanjko E., Carić T., Motorway Bottleneck Detection Using Speed Transition Matrices, 6th Int'l Workshop on Data Science (IWDS 2021), 1-3, 2021. (link)

Tišljarić L., Carić T., Prijelazna matrica brzina:​ Primjena novog modela prometnih podataka u cilju povećanja sigurnosti​, Studentska konferencija o bezbednosti saobraćaja (SKOBS), presentation (in Croatian), 2021.(link)

Tišljarić L., Carić T., Fernandes S., Gama J., Traffic State Estimation and Anomaly Detection Using Tensor-Based Method, 5th Int'l Workshop on Data Science (IWDS 2020), 80-82, 2020 (link)

Tišljarić L., Carić T., Clustering of the Anomalous Spatiotemporal Traffic Patterns Using Tensor Decomposition Method, Proceedings of the 3rd Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), extended abstract, 2020

Tišljarić L., Carić, T., Data-driven Spatio-temporal Traffic Anomaly Detection on the Urban Road Networks, DS 2019 PhD Symposium (22nd International Conference on Discovery Science), extended abstract, 2019 (link)

Tišljarić L., Analysis of Queues and Level of Service on Urban Roads Using Machine Learning Algorithms and NoSQL Database  (Written in Croatian), Master thesis, Faculty of Transport and Traffic Sciences, University of Zagreb, 2018 (link)

Tišljarić L., Dynamic Measuring of Energy Consumption on Electric Vehicle using Arduino Prototyping Platform (Written in Croatian), Bachelor thesis, Faculty of Transport and Traffic Sciences, University of Zagreb, 2016 (link)