2024
- Improving spatio-temporal traffic prediction through transfer learning. Master thesis, 2024 more… BibTeX Full text (mediaTUM)
2023
- Analysis of Logistics’ Measures of CEP Service Providers for the Lastmile Delivery in Small- and Mediumsized Cities. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
- Factors influencing transfer learning of traffic forecasting models. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
- The Factors behind Willingness to Pool and Successful Ride-Pooling: How COVID-19 Influences That. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
- Data-driven analysis and on-site comparison of delay pattern of buses: a case study in the north of Munich. Master thesis, 2023 more… BibTeX
- Transfer learning for transportation system resilience estimation using floating car data. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
- On the Computation of Accessibility Provided by Dynamic Transportation Modes. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
- Creating a Predictive Model for the Traffic Impacts of Road Closures. Master thesis, 2023 more… BibTeX Full text (mediaTUM)
2022
- Flow- and Pricing-based Urban Air Mobility Demand Estimation for Local and Non-Local Travellers. Master thesis, 2022 more… BibTeX Full text (mediaTUM)
- Crash risk analysis of driver behaviour: a driving simulation study. Master thesis, 2022 more… BibTeX Full text (mediaTUM)
- Incorporating Discrete Mode Choice of Sharing Micromobility in MATSim. Master thesis, 2022 more… BibTeX Full text (mediaTUM)
- Understanding consumer’s intentions to electric vehicle adoption and preferences for charging infrastructure in Innsbruck, Austria. Master thesis, 2022 more… BibTeX Full text (mediaTUM)
- Calibration of Car Following Model with Genetic Algorithm and Particle Swarm Optimization methods. Bachelor thesis, 2022 more… BibTeX Full text (mediaTUM)
2021
- Gender Impact on Travel Choice: A Case Study in Cairo, Egypt. Bachelor thesis, 2021 more… BibTeX Full text (mediaTUM)
- Investigating the Impact of In-Vehicle Distraction on Driving Performance during Safety Critical Events Using Visual Tracking in a Context-Aware Driving Simulator Environment. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Identification of user-centric traffic alternatives based on car usage data. Master thesis, 2021 more… BibTeX
- Development of Data-driven Car-following Models. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- The Impact Of Intercity Bus Services On Intercity Accessibility In Germany's Major Cities. Master thesis, 2021 more… BibTeX
- Impact of COVID-19 on Public Transport: A New York City (NYC) Case Study. Master thesis, 2021 more… BibTeX
- Understanding the Factors Influencing the Acceptance of Hyperloop Systems. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Simulation-Based Mode Choice Methods for Ride Sharing Services. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Development of a Deep Learning Surrogate for the Four-Step Transportation Model. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Reasons and factors behind the gender gap of online ride-hailing: a case study in Wuhan, China. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Analyzing Mobility Behavior due to COVID-19 Impact Using Discrete Choice Models and Machine Learning. Master thesis, 2021 more… BibTeX
- Coordinated trimodal skip-stop plans optimisation for urban rail transit operations under time-variant demand. , 2021 more… BibTeX Full text (mediaTUM)
- Parameter Calibration and Stochastic Model Extension for an Agent-Based Simulation of Vertiport Ground Operations. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Who Does New Trips and Why? Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- An Image Fusion Framework for Deep Learning in Traffic Forecasting. Master thesis, 2021 more… BibTeX
- User Acceptance and Adoption of Driverless Shuttles: A Longitudinal Study. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
- Exploring the Evolution Mechanism of Traffic Congestions and Its Impact on Normal Traffic Based on Data-driven Method. Master thesis, 2021 more… BibTeX Full text (mediaTUM)
2020
- On-demand Modeling and Forecasting Individual Upcoming Trips – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2020, more… BibTeX Full text (mediaTUM)
- E-scooters vs Public Transport: How Built EnvironmentAffects People’s Choice. Master thesis, 2020 more… BibTeX
- Investigation of machine learning processes for the identification of relevant driver influences and classification of the efficiency of the driving style – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, G. Cantelmo, 2020, more… BibTeX
- Study of semantic segmentation applied to street scene data – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, R. Rothfeld, 2020, more… BibTeX
- Logistical process optimization for the handling of historical vehicles in relation to automated Track and Trace. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
- Influence of networked and cooperative vehicles on virtual right-of-way performance in mixed traffic. TUM, Supervisors: T. Ma, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
- Bike-sharing system demand prediction using machine learning algorithms. Master thesis, 2020 more… BibTeX
- Why do we share our trips? Investigation of the factors that influence the acceptance, frequency of use and characteristics of organized pooled rides. The Jetty case study in Mexico – TUM Transportation Systems MSc. TUM, Supervisors: A. Tirachini, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
- Analysis and development of a car-following model with xFCD – TUM Transportation Systems MSc. TUM Supervisors: T. Ma, C. Antoniou, 2020, more… BibTeX Full text (mediaTUM)
- Developing dynamic pricing methods for ride-sharing services. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
- A Study of various Response Styles and Attribute Processing Strategies and their Impacts in Stated Preference Experiments. Master thesis, 2020 more… BibTeX
- Analysis and Prediction of Bike Sharing Traffic Flow – TUM Transportation Systems MSc. TUM, Supervisors: T. Ma, 2020, more… BibTeX Full text (mediaTUM)
- Integrated Microscopic and Mesoscopic Traffic Modelling and Simulation for Detector Data Imputation and OD Matrix Estimation. Master thesis, 2020 more… BibTeX
- Analysis of the influencing factors on the choice of the HOT lane and modeling of the prediction of the roadway requirement with an artificial neural network and linear regression – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, K. Yang, 2020, more… BibTeX
- Route Choice Model Calibration for Multi-Modal Public Transport Network Using Visum's Headway- Based Assignment Procedures. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
- Impact of Connected and/or Autonomous Vehicles in Mixed Traffic. Master thesis, 2020 more… BibTeX Full text (mediaTUM)
- Travel Time Prediction for Urban Road Networks Using Ride-hailing Data. Master thesis, 2020 more… BibTeX
2019
- Total cost minimization models for common demand-oriented transport systems with human-guided and automated vehicles – TUM Transportation Systems MSc. TUM, Supervisors: A. Tirachini, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
- Development of a smartphone application for optimizing the accessibility of Munich Airport – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
- Identification of Dangerous Driving Behaviour Using Naturalistic Driving Data – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, 2019, more… BibTeX Full text (mediaTUM)
- Deep learning techniques for short-term traffic forecasts – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)
- Predictive Modelling using Machine Learning Techniques for Railway incident based parametersDenmark Railways. Supervisors: E. Chaniotakis, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)
- Anticipatory Fleet Redistribution Using Multi-Agent Deep Reinforcement Learning – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
- Simultaneous off-line demand supply calibration for simulation based dynamic traffic assignment models with PC-SPSA algorithm – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, T. Ma, 2019, more… BibTeX
- Combining VRP Routes to Reduce Costs with a Set Covering Linear Programming Approach for Own Fleet Operation – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
- Stated Preference Survey Design to identify factors for using dynamic vanpooling – TUM Transportation Systems MSc. Supervisors: C. Antoniou, E. Chaniotakis, 2019, more… BibTeX
- Review and modelling of shared autonomous vehicle services – TUM Transportation Systems MSc. Supervisors: E. Chaniotakis, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
- Real-time Driving Intention Prediction and Crash Risk Estimation from Naturalistic Driving Data using Machine learning – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, C. Antoniou, 2019, more… BibTeX Full text (mediaTUM)
- Machine learning-based network-wide traffic dynamics Prediction of traffic dynamics – TUM Transportation Systems MSc. TUM, Supervisors: T. Ma, C. Antoniou, 2019, more… BibTeX
- Dynamic Traffic Assignment Model Calibration Using Islands Genetic Algorithm – TUM Transportation Systems MSc. Supervisors: T. Ma, C. Antoniou , 2019, more… BibTeX Full text (mediaTUM)
2018
- Using Floating Car Data (FCD) to Infer Mobility Patterns – TUM Transportation Systems MSc. Supervisors: C. Antoniou, R. Harfouche, 2018, more… BibTeX Full text (mediaTUM)
- Identifying the Factors Affecting the Use and Adoption of Urban Air Mobility – TUM Transportation Systems MSc. Supervisors: C. Antoniou (TUM), E. Chaniotakis (TUM), Anna Straubinger (Bauhaus Luftfahrt), 2018, more… BibTeX Full text (mediaTUM)
- Quantitative Cybersecurity Risk Management for Autonomous Vehicle Systems – TUM Transportation Systems MSc. Supervisors: E. Chaniotakis, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
- Public Transport Users’ Satisfaction: Athens vs Munich. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, E. Chaniotakis, 2018, more… BibTeX Full text (mediaTUM)
- A Robust Capacitated Vehicle Routing Model for Dangerous Goods Transportation in a Double Echelon Supply Chain Network; A case study of lead-acid auto battery transportation in Germany. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, E. Chaniotakis, 2018, more… BibTeX
- Factors Affecting the Shift to Autonomous Vehicles: A Safety Perspective Survey in Munich – TUM Transportation Systems MSc. Supervisors: C. Katrakazas, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
- Exploring Preferences for Transportation Modes in an Urban Air Mobility Environment: a Munich Case Study. Master thesis, 2018 more… BibTeX Full text (mediaTUM)
- An Alternative Online Calibration Approach for Dynamic Traffic Assignment Systems. – TUM Transportation Systems MSc., Supervisors: C. Antoniou, T. Ma, E. Chaniotakis, 2018, more… BibTeX Full text (mediaTUM)
- Data-driven time series demand forecasting of Car-Sharing services: The case study of DriveNow in Munich, Germany – TUM Transportation Systems MSc. Supervisors: Jeppe Rich (DTU), Tao Ma (TUM), C. Antoniou (TUM), 2018, more… BibTeX Full text (mediaTUM)
- An optimization model for reservation based autonomous car sharing routing problem. – TUM Transportation Systems MSc., Supervisors: E. Chaniotakis, C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
- Predicting and measuring venue popularity using crowd-sourced and passive sensor data – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, 2018, more… BibTeX Full text (mediaTUM)
2017
- Identification of spatio-temporal factors affecting arrivals and departures of shared vehicles. – TUM Transportation Systems MSc. TUM, Supervisors: E. Chaniotakis, C. Antoniou, D. Eftymiou, 2017, more… BibTeX Full text (mediaTUM)
- Validating data-driven models at the network level – TUM Transportation Systems MSc. TUM, Supervisors: C. Antoniou, D. Efthymiou, 2017, more… BibTeX Full text (mediaTUM)
- Impact of Weather on Public Transport Users’ Satisfaction – TUM Civil Engineering MSc. TUM Supervisors: C. Antoniou, D. Efthymiou, E. Chaniotakis, 2017, more… BibTeX Full text (mediaTUM)