Irena Ištoka Otković

ORCID: 0000-0003-3650-2021
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About
Contact & Profiles
Research Areas
  • Traffic control and management
  • Traffic Prediction and Management Techniques
  • Traffic and Road Safety
  • Transportation Planning and Optimization
  • Transportation Systems and Logistics
  • Vehicle emissions and performance
  • Urban Transport and Accessibility
  • Evacuation and Crowd Dynamics
  • Building Energy and Comfort Optimization
  • Human-Automation Interaction and Safety
  • Infrastructure Maintenance and Monitoring
  • Safety Warnings and Signage
  • Manufacturing Process and Optimization
  • transportation and logistics systems
  • Injury Epidemiology and Prevention
  • Structural Health Monitoring Techniques
  • demographic modeling and climate adaptation
  • Neural Networks and Applications
  • Regional Development and Management Studies
  • Law, logistics, and international trade
  • Air Quality Monitoring and Forecasting
  • Life Cycle Costing Analysis
  • Noise Effects and Management
  • Microwave Imaging and Scattering Analysis
  • Sustainable Building Design and Assessment

University of Osijek
2016-2025

University of Jos
2014-2022

University of Zagreb
2012

Child pedestrians make up 30% of the total number children injured in road traffic EU. They are a particularly vulnerable subgroup because they exhibit specific behavior related to cognitive and physical development, sociodemographic characteristics, environmental conditions. This paper provides an overview research parameters that affect safety conflict zones intersection—crosswalks. The was undertaken targeting available mostly conducted last 10 years all over world, identification...

10.3390/su14031142 article EN Sustainability 2022-01-20

Traffic congestion in urban areas is a pressing challenge, with roundabouts and signalized intersections offering different operational benefits. This study explores the integration of these two intersection types, focusing on optimal distance between them to ensure efficient traffic flow. Using microsimulations VISSIM, research examines multiple scenarios involving isolated those adjacent intersections, considering variables such as peak-hour volume, flow distribution, spacing. Results...

10.20944/preprints202501.1601.v1 preprint EN 2025-01-22

Traffic congestion in urban areas is a pressing challenge, with roundabouts and signalized intersections offering different operational benefits. This study explores the integration of these two intersection types, focusing on optimal distance between them to ensure efficient traffic flow. Using microsimulations VISSIM, research examines multiple scenarios involving isolated those adjacent intersections, considering variables such as peak-hour volume, flow distribution, spacing. Results...

10.3390/futuretransp5010028 article EN cc-by Future Transportation 2025-03-01

Modeling the behavior of pedestrians is an important tool in analysis their and consequently ensuring safety pedestrian traffic. Children show specific traffic which related to cognitive development, parameters that affect are very different. The aim this paper develop a model children-pedestrian’s speed at signalized crosswalk. For same set data collected city Osijek—Croatia, two models were developed based on neural network multiple linear regression. In both cases 300 measured children...

10.3390/su13020777 article EN Sustainability 2021-01-14

The safety of pedestrians in the city depends on numerous factors such as crossing habits (traffic behaviour, traffic culture), infrastructural elements and overall conditions. Among most critical urban areas are those near pedestrian crosswalks with lights. Several studies focus collecting infrastructure data through a combination video recording manual counting and/or administration interviews or surveys. analysed volume, waiting time, risk other influential parameters. literature shows...

10.1016/j.trpro.2021.12.014 article EN Transportation research procedia 2022-01-01

Children pedestrians make up 30% of the total number children injured in road traffic EU. Research shows that are more often urban areas, residential areas near schools and parks, at intersections pedestrian crossings. In this study, children’s behavior was analyzed by observation signalized crosswalks. According to same methodology, research conducted three cities two countries (Enna, Italy, Osijek Rijeka, Croatia) with different characteristics. A 900 measurements were analyzed, 300 each...

10.3390/safety7010005 article EN cc-by Safety 2021-01-18

Smartphones have become an integral part of our everyday lives and keep us busy while doing other primary activities such as driving, cycling or walking in traffic. The problem digital distraction among drivers has been largely addressed, interest is growing also on vulnerable road users well. In fact, high percentages pedestrians cyclists are accustomed to checking their devices moving This research links the presented theme aims investigate extent which form social media app influences...

10.3390/su13084419 article EN Sustainability 2021-04-15

One of the most common applications microsimulation traffic modeling is an analysis impact construction or reconstruction facilities/infrastructure, as well changes in regulation to observed network, still planning stage. Having mind that functioning transport system influenced by variable human behavior, which is, among other things, territorially and culturally conditioned, model must be calibrated adjusted local characteristics network its users. The method calibration VISSIM model, using...

10.1016/j.trpro.2020.02.110 article EN Transportation research procedia 2020-01-01

Pedestrian safety is a well-known issue, such that many road associations emphasize measures to improve this aspect. One of the main conflict points pedestrian crossings, where motorized and non-motorized traffic flows directly interact attention reaction are two elements can strongly influence their safety. Nowadays, these aspects often deviated by use smartphones surf Internet or social media. The aim present study find out (1) whether how intersection typology affects behavior, both in...

10.3390/su14042112 article EN Sustainability 2022-02-12

The efficacy of the application traffic models depends on a successful process model calibration. Microsimulation have significant number input parameters that can be optimized in calibration process. This paper presents optimization are difficult to measure or unmeasurable real conditions and includes driver’s behavior Wiedemann’s psychophysical car-following model. Using neural networks, were generated for predicting travel time queue used procedure. results comparison five different...

10.3390/futuretransp3010010 article EN cc-by Future Transportation 2023-02-02

Airtightness plays a significant role in buildings energy efficiency. This paper describes validation of the new model for predicting airtightness values residential units. utilizes neural network prediction and is obtained based on situ measurements at 58 units local Osijek area (Croatia) carried out during 2013. The presents approach to estimations by using 4 corrective factors associated with building envelope elements their properties. was validated field conditions, but independent this...

10.1016/j.egypro.2015.11.182 article EN Energy Procedia 2015-11-01

Walking is the original form of transportation, and pedestrians have always made up a significant share transportation system users. In contrast to motorized traffic, which has move on precisely defined lanes follow strict rules, pedestrian traffic not heavily regulated. Moreover, specific characteristics—in terms size protection—which make them much more vulnerable than drivers. addition, difference in speed between vehicles increases their vulnerability. All these characteristics, together...

10.3390/su12135355 article EN Sustainability 2020-07-02

Spatial and traffic planning is important in order to achieve a quality, safe, functional, integrated urban environment. Different tools expert models were developed that are aimed at more objective view of the consequences reconstruction different spatial temporal ranges while respecting selection criteria. In this paper we analyze application multi-criteria analysis method when choosing sustainable solutions center small town, case Belišće, Croatia. The goal examine possibility improving...

10.3390/land10070666 article EN cc-by Land 2021-06-24

In this paper, some of the basic information on Ground-Penetrating Radar (GPR), its applications (especially in field civil engineering) and limitations are presented. As a non-destructive technique, GPR is powerful tool for investigation structures structural members, roads, geological layers, archaeological sites many more. The technology based electromagnetic radiation UHF/VHF range (10 MHz to 3 GHz). choice frequency depends intended use, depth size target medium where located. Joined...

10.3390/electronics13183718 article EN Electronics 2024-09-19

Delays belong to standard parameters used for the evaluation of any type intersection and they are taken in level service an intersection. Intersections with shorter delays bring about economical benefits both users community, enable greater efficiency a traffic system, which is becoming significant criterion increasing motorization. The case studies carried out Europe worldwide reveal that roundabouts delay savings if compared other intersections same operational nearly volume. paper shows...

10.7307/ptt.v21i3.221 article EN cc-by PROMET - Traffic&Transportation 2012-03-02

Traffic accident statistics in urban areas, both locally Croatia and at the European level, identify children as a group of vulnerable road users. The analysis parameters that influence interaction child pedestrians other users requires special attention. This paper presents results research about reaction time children, measured laboratory conditions, via computer test, actual traffic conditions. test situation with expected stimuli (a test) aged 6 to 10 years were compared adult...

10.3390/safety6020022 article EN cc-by Safety 2020-05-05

Throughout the world, research into various aspects and types of roundabouts has spanned many decades.During this long period number vehicles, their sizes, performance characteristics, including speeds, have radically changed.Similar changes are also noted for drivers' experiences.These had a strong influence on evolution modern roundabouts.The primary layout in relation to capacity traffic safety now known.However, there still areas that merit further evaluation they addressed as part aims...

10.1155/2019/3950891 article EN cc-by Journal of Advanced Transportation 2019-04-15

Smartphones have become an integral part of our everyday lives and keep us busy while doing other primary activities such as driving, cycling or walking in traffic. The problem digital distraction among drivers has been largely addressed, interest is growing also on vulnerable road users well: In fact, high percentages pedestrians cyclists are accustomed to checking their devices moving This research links the presented theme aims investigate extent which form social media app influences...

10.20944/preprints202103.0405.v1 preprint EN 2021-03-16

Microsimulation traffic models are used to analyze and predict the functionality safety of networks, especially in critical areas such as intersections.These have proven particularly useful analyzing comparing solutions early stages design.In this paper, we compare functional characteristics an existing two-lane roundabout a proposed replacement turbo roundabout.Our microsimulation modeling VISSIM model, designed conceptual with AutoCAD TORUS5 Roundabouts software.

10.13167/2015.11.8 article EN cc-by-nc-nd Elektronički časopis građevinskog fakulteta Osijek 2015-12-23

Microsimulation models are frequently used in traffic analysis.Various optimization methods calibration, and the one method that has shown success is neural networks.This paper shows responses of networks during calibration a microsimulation model.We analyzed two by applying comparing their network learning (according to achieved correlation mean error prediction) generalization ability (comparison results was steps).The best between prediction 88.3%, for traveling time prediction, on which...

10.13167/2015.10.8 article EN cc-by-nc-nd Elektronički časopis građevinskog fakulteta Osijek 2015-07-02
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