Research Explorer

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Researcher

Ivana Semanjski

Publications & Research Data

Awards & Distinctions

79 Results

2026

Passive data for active policy : evidence-based insights from GNSS and CDR applications in transport planning

Ivana Semanjski

A1 Journal Article in JOURNAL OF TRANSPORT GEOGRAPHY

2025

Geozone-aware unmanned aerial vehicles (UAV) path planning using RRT* and jellyfish-inspired optimization for urban air mobility (UAM)

Judit Salvans BaucellsElham FakhraianIvana Semanjski

Hybrid intelligence failure analysis for industry 4.0 : a literature review and future prospective

Mahdi MokhtarzadehJorge Rodriguez EcheverríaIvana SemanjskiSidharta Gautama

A1 Journal Article in JOURNAL OF INTELLIGENT MANUFACTURING

Optimizing drone delivery networks for urban air mobility : a comparative analysis

Elham FakhraianEl-Houssaine AghezzafIvana Semanjski

2024

A robust digital twin framework for coaxial helicopters : development, validation, and practical implications

Elham FakhraianFrancesco MarataVictor DezobrySilvio SemanjskiEl-Houssaine AghezzafIvana Semanjski

A viability study of pickup and delivery locations using genetic algorithm in intelligent transportation systems

Delphine Lucqdr.ir. Angel J. LopezEl-Houssaine AghezzafIvana SemanjskiSidharta Gautama

Enhancing transport mode classification benchmark by integrating spatial independence with multimodal dataset

Martina ErdelicTonci CaricTomislav EldelicIvana Semanjski

A1 Journal Article in TRAVEL BEHAVIOUR AND SOCIETY

Sustainable time-dependent cheapest path problem with integrated collaborative stakeholders’ perspectives

Ivana SemanjskiSidharta Gautama

A1 Journal Article in SUSTAINABILITY

2023

AURORA : creating space for Urban Air Mobility in our cities

Kathryn BulanowskiDominique GillisElham FakhraianSandra Nicolau LimaIvana Semanjski

Digital twin enabling virtual certification of drones

Elham FakhraianEl-Houssaine AghezzafIvana Semanjski

Digital twin for virtual certification of unmanned aircraft systems

Elham FakhraianEl-Houssaine AghezzafIvana Semanjski

Smart urban mobility : transport planning in the age of big data and digital twins

Ivana Semanjski

Sustainable mobility strategies deconstructed : a taxonomy of urban vehicle access regulations

Koos FransenJente VersigghelDaniel Guzman VargasIvana SemanjskiSidharta Gautama

A1 Journal Article in EUROPEAN TRANSPORT RESEARCH REVIEW

Towards safe and efficient unmanned aircraft system operations : literature review of digital twins’ applications and European Union regulatory compliance

Elham FakhraianIvana SemanjskiSilvio SemanjskiEl-Houssaine Aghezzaf

A1 Journal Article in DRONES

Urban Air Mobility (UAM)

2022

Aircraft path planning for UAM applications

Silvio SemanjskiIgnacio Querol PuchalRonald Alberto Ponguillo IntriagoIvana Semanjski

Analysis of spatiotemporal data imputation methods for traffic flow data in urban networks

Endra JoeliantoMuhammad Farhan FathurrahmanHerman Yoseph SutartoIvana SemanjskiAdiyana PutriSidharta Gautama

A1 Journal Article in ISPRS INTERNATIONAL JOURNAL OF GEO INFORMATION

DATA ANALYTICS 2022 : the Eleventh International Conference on Data Analytics

Overview of European Union guidelines and regulatory framework for drones in aviation in the context of the introduction of automatic and autonomous flight operations in urban air mobility

Elham FakhraianEl-Houssaine AghezzafSilvio SemanjskiIvana Semanjski

Performance analysis of max-pressure control system for traffic network using macroscopic fundamental diagram

Endra JoeliantoFani P. UtamiHerman Y. SutartoSidharta GautamaIvana SemanjskiM. F. Fathurrahman

A2 Journal Article in INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE

2021

Analysis of minimal clearance and algorithm selection effect on path planning for autonomous systems

Ronald Alberto Ponguillo IntriagoPayam KhazaelpourIgnacio Querol PuchalSilvio SemanjskiDaniel OchoaSidharta GautamaIvana Semanjski

DATA ANALYTICS 2021 : the Tenth International Conference on Data Analytics, Abstracts

Digital twins for smart systems

Ivana Semanjski

Genetic algorithm for solving coverage issues in undersea mining

Ronald Alberto Ponguillo IntriagoDaniel OchoaAngel J. LopezIvana SemanjskiSidharta Gautama

Urban air mobility : a state of art analysis

Dominique GillisMassimiliano PetriAntonio PratelliIvana SemanjskiSilvio Semanjski

Urban network traffic analysis, data imputation, and flow prediction based on probabilistic PCA model of traffic volume data

Muhammad Farhan FathurrahmanHerman Y. SutartoIvana Semanjski

2020

Density-based spatial clustering and ordering points approach for characterizations of tourist behaviour

Jorge Rodriguez EcheverríaIvana SemanjskiCasper Van GheluweDaniel OchoaHarm IJbenSidharta Gautama

A1 Journal Article in ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION

Geospatial dashboards for intelligent multimodal traffic management

Casper Van GheluweIvana SemanjskiSuzanne HendrikseSidharta Gautama

Measuring delays for bicycles at signalized intersections using smartphone GPS tracking data

Dominique GillisSidharta GautamaCasper Van GheluweIvana SemanjskiAngel J. LopezDirk Lauwers

A1 Journal Article in ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION

Repurposing existing traffic data sources for COVID-19 crisis management

Casper Van GheluweAngel J. LopezIvana SemanjskiSidharta Gautama

Use of supervised machine learning for GNSS signal spoofing detection with validation on real-world meaconing and spoofing data : part I

Silvio SemanjskiIvana SemanjskiWim De WildeAlain Muls

A1 Journal Article in SENSORS

Use of supervised machine learning for GNSS signal spoofing detection with validation on real-world meaconing and spoofing data : part II

Silvio SemanjskiIvana SemanjskiWim De WildeSidharta Gautama

A1 Journal Article in SENSORS

2019

A collaborative stakeholder decision-making approach for sustainable urban logistics

Ivana SemanjskiSidharta Gautama

A1 Journal Article in SUSTAINABILITY

Detection of points of interest from crowdsourced tourism data

Ivana SemanjskiMoustapha RamachiSidharta Gautama

Exploring the issue of integrating logistics and traffic control in urban areas

Rodrigo Rezende AmaralIvana SemanjskiSidharta GautamaEl-Houssaine Aghezzaf

A1 Journal Article in TRANSPORTATION PLANNING AND TECHNOLOGY

Location planning approach for intermodal terminals in urban and suburban rail transport

Marjana PetrovicTomislav Josip MlinaricIvana Semanjski

A1 Journal Article in PROMET-TRAFFIC & TRANSPORTATION

Traffic management as a service

Ivana SemanjskiSidharta GautamaSuzanne Hendrikse

Use and Validation of Supervised Machine Learning Approach for Detection of GNSS Signal Spoofing

Silvio SemanjskiIvana SemanjskiWim De WildeAlain Muls

2018

Big data-driven multimodal traffic management : trends and challenges

Ivana SemanjskiSidharta Gautama

Cyber-threats analytics for detection of GNSS spoofing

Silvio SemanjskiIvana SemanjskiWim De WildeAlan Muls

Data analytics 2018, the seventh international conference on data analytics

Efficient use of geographical information systems for improving transport mode classification

Jorge Rodriguez EcheverríaSidharta GautamaNico Van de WegheDaniel OchoaBenhur Ortiz Jaramillo

Unsupervised hierarchical clustering approach for tourism market segmentation based on crowdsourced mobile phone data

Jorge Rodriguez EcheverríaIvana SemanjskiSidharta GautamaNico Van de WegheDaniel Ochoa

A1 Journal Article in SENSORS

Urban mobility and city logistics : trends and case study

Rodrigo Rezende AmaralIvana SemanjskiSidharta GautamaEl-Houssaine Aghezzaf

A1 Journal Article in PROMET-TRAFFIC & TRANSPORTATION

2017

A review of urban air pollution monitoring and exposure assessment methods

Xingzhe XieIvana SemanjskiSidharta GautamaEvaggelia TsiligianniNikos DeligiannisRaj RajanFrank PasveerWilfried Philips

A1 Journal Article in ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION

Assessment of smartphone positioning data quality in the scope of citizen science contributions

Angel J. LopezIvana SemanjskiSidharta GautamaDaniel Ochoa Donoso

A1 Journal Article in MOBILE INFORMATION SYSTEMS

Spatial context mining approach for transport mode recognition from mobile sensed big data

Ivana SemanjskiSidharta GautamaRein AhasFrank Witlox

A1 Journal Article in COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Van Verkeersborden- databank naar ITS-toepassingen

Johan De MolPeter DefreyneSidharta GautamaIvana SemanjskiVéronique De LaetVital SchreursJulie MaesJean-François Gaillet

VEBIMOBE zoekt niet kortste maar meest duurzame route : verkeersbordendatabank blijkt goede basis voor ontwikkeling duurzame routenavigatie

Johan De MolPeter DefreyneIvana SemanjskiSidharta GautamaDominique GillisAngel J. Lopez

A4 Journal Article in VERKEERSSPECIALIST

2016

Crowdsourcing mobility insights: reflection of attitude based segments on high resolution mobility behaviour data

Ivana SemanjskiSidharta Gautama

A1 Journal Article in TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Data analytics 2016: proceedings of the fifth international conference on data analytics

Data Sensing from Mobility Studies

Angel J. LopezIvana SemanjskiDominique GillisSidharta Gautama

E-tweewielers: volwaardig alternatief voor woon-werkverkeer

Johan De MolDominique GillisSidharta GautamaIvana SemanjskiGiuseppe PaceKatrien Backx

A4 Journal Article in VERKEERSSPECIALIST

Forecasting the state of health of electric vehicle batteries to evaluate the viability of car sharing practices

Ivana SemanjskiSidharta Gautama

A1 Journal Article in ENERGIES

Forecasting transport mode use with support vector machines based approach

Ivana SemanjskiAngel J. LopezSidharta Gautama

A2 Journal Article in TRANSACTIONS ON MARITIME SCIENCE-TOMS

Forecasting travel behaviour from crowdsourced data with machine learning based model

Angel J. LopezIvana SemanjskiSidharta Gautama

How to monitor sustainable mobility in cities? Literature review in the frame of creating a set of sustainable mobility indicators

Dominique GillisIvana SemanjskiDirk Lauwers

A1 Journal Article in SUSTAINABILITY

Integrating big data into a sustainable mobility policy 2.0 planning support system

Ivana SemanjskiRik BellensSidharta GautamaFrank Witlox

A1 Journal Article in SUSTAINABILITY

Policy 2.0 platform for mobile sensing and incentivized targeted shifts in mobility behavior

Ivana SemanjskiAngel J. LopezJohan De MolSidharta Gautama

A1 Journal Article in SENSORS

Sensing human activity for smart cities' mobility management

Ivana SemanjskiSidharta Gautama

Bookchapter in Smart cities technologies

Transport and traffic analytics in smart cities

Ivana Semanjski

Travelled distance estimation for GPS-based round trips : car-sharing use case

Angel J. LopezIvana SemanjskiDominique GillisDaniel Ochoa DonosoSidharta Gautama

Travelled distance estimation for GPS-based round trips car-sharing use case

Angel J. LopezIvana SemanjskiDominique GillisDaniel OchoaSidharta Gautama

A2 Journal Article in TRANSACTIONS ON MARITIME SCIENCE-TOMS

Vebimobe: correcte snelheidsinformatie voor correct rijgedrag: onderzoek naar mogelijkheden verkeersbordendatabank voor ITS-toepassingen

Johan De MolPeter DefreyneIvana SemanjskiSidharta GautamaPhilippe De MaeyerRik BellensDominique Gillis

A4 Journal Article in VERKEERSSPECIALIST

2015

Cohousing and EV sharing: field-tests in Flanders

Sidharta GautamaDominique GillisGiuseppe PaceIvana Semanjski

Bookchapter in E-mobility in Europe. : trends and good practice

Crowdsourcing mobility insights

Ivana SemanjskiAngel J. LopezDominique GillisJohan De MolRik BellensBart De WitSidharta Gautama

De elektrische deelauto: analyse van gebruik elektrische deelauto's door vier cohousings in Gent en Brussel

Johan De MolSidharta GautamaDominique GillisGiuseppe PaceIvana Semanjski

A4 Journal Article in VERKEERSSPECIALIST (MECHELEN)

Development of smart city platform as a tool for supporting more sustainable mobility behaviour

Angel J. LopezIvana SemanjskiDominique GillisJohan De MolRik BellensSidharta Gautama

Elektrische tweewielers doen werknemers minder autorijden: ELMO@work onderzoekt gebruik e-fiets en e-scooter

Katrien BackxNicole Van DoninckDominique GillisSidharta GautamaIvana SemanjskiJohan De Mol

A4 Journal Article in VERKEERSSPECIALIST (MECHELEN)

Improving energy efficiency by advanced traffic control systems

Miroslav VujicIvana SemanjskiPero Vidan

A2 Journal Article in TRANSACTIONS ON MARITIME SCIENCE

Mobility segmentation

Ivana SemanjskiAngel J. LopezDominique GillisSidharta Gautama

Potential of big data in forecasting travel times

Ivana Semanjski

A1 Journal Article in PROMET-TRAFFIC & TRANSPORTATION

Smart city mobility application: gradient boosting trees for mobility prediction and analysis based on crowdsourced data

Ivana SemanjskiSidharta Gautama

A1 Journal Article in SENSORS

2013

Content-based recommender system for textual documents written in Croatian

Ivana SemanjskiZvonko KavranNatalija JolicNeven AndelovicIvan CviticMarko Gović

2011

Hybrid approach for urban roads classification based on gps tracks and road subsegments data

Ivana SemanjskiZvonko KavranMarjana Petrovic

A1 Journal Article in PROMET-TRAFFIC & TRANSPORTATION

2010

Small urban area transportation planning

Ivana SemanjskiMarjana PetrovićZvonko Kavran

2009

Example of positioning intermodal terminals on inland waterways

Nikolina BrnjacIvana Semanjski

A1 Journal Article in PROMET-TRAFFIC & TRANSPORTATION

2008

Assessment of proposed business plans of on-trip and pre-trip information in the LRT system (public urban transit) of the city of Zagreb

Ivana SemanjskiD. BaricZ. Kavran

Selection of LRT system track gauge using multi-criteria decision-making (City of Zagreb)

L. NovackoIvana SemanjskiD. Hozjan