Christos Katrakazas

发表

TIME SERIES CLASSIFICATION USING IMBALANCED LEARNING FOR 1 REAL-TIME SAFETY ASSESSMENT 2

C. Antoniou, G. Yannis, Christos Katrakazas, 2018 .

A descriptive analysis of the effect of the COVID-19 pandemic on driving behavior and road safety

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2020, Transportation Research Interdisciplinary Perspectives.

Inventory of assessed infrastructure risk factors and measures, Deliverable 5.4 of the H2020 project SafetyCube

Rune Elvik, N. Focant, Heike Martensen, 2017 .

One year of COVID-19: Impacts on safe driving behavior and policy recommendations

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2022, Journal of Safety Research.

Impact of texting and web surfing on driving behaviour and safety in rural roads

Foteini P. Orfanou, G. Yannis, D. Pavlou, 2022, International Journal of Transportation Science and Technology.

Data-Driven Estimation of a Driving Safety Tolerance Zone Using Imbalanced Machine Learning

G. Yannis, Christos Katrakazas, Thodoris Garefalakis, 2022, Sensors.

Prediction of Lane-Changing Maneuvers with Automatic Labeling and Deep Learning

Constantinos Antoniou, Vishal Mahajan, Christos Katrakazas, 2020, Transportation Research Record: Journal of the Transportation Research Board.

Real-time motion planning methods for autonomous on-road driving: State-of-the-art and future research directions

Christos Katrakazas, Lipika Deka, Mohammed A. Quddus, 2015 .

Did the COVID-19 pandemic influence traffic fatalities in 2020? A presentation of first findings

Christos Katrakazas, F. Wegman, 2021, IATSS Research.

Analysis of the impact of COVID-19 on collisions, fatalities and injuries using time series forecasting: The case of Greece

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2021, Accident Analysis and Prevention.

State of the art on measuring driver state and technology-based risk prevention and mitigation Findings from the i-DREAMS project

Tom Brijs, George Yannis, Christos Katrakazas, 2020 .

Big Data and Emerging Transportation Challenges: Findings from the NOESIS project

Natalia Sobrino Vazquez, Constantinos Antoniou, Christos Katrakazas, 2019, 2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS).

Multi-criterial assessment of road crashes for different modes and consequences for land-use in London

Christos Katrakazas, Md. Ashraful Islam, Md. Ashraful Islam, 2021, 2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS).

Prediction of rear-end conflict frequency using multiple-location traffic parameters.

C. Antoniou, E. Papadimitriou, Christos Katrakazas, 2021, Accident; analysis and prevention.

Identifying the impact of the COVID-19 pandemic on driving behavior using naturalistic driving data and time series forecasting

G. Yannis, Eva Michelaraki, Armira Kontaxi, 2021, Journal of Safety Research.

A Simulation Study of Predicting Conflict-prone Traffic Conditions in Real-time

Christos Katrakazas, Mohammed A. Quddus, Wen-Hua Chen, 2017 .

Developing an advanced collision risk model for autonomous vehicles

Christos Katrakazas, Christos Katrakazas, 2017 .

A new methodology for collision risk assessment of autonomous vehicles

Christos Katrakazas, Mohammed A. Quddus, Wen-Hua Chen, 2017 .

A new integrated collision risk assessment methodology for autonomous vehicles.

Mohammed Quddus, Christos Katrakazas, Wen-Hua Chen, 2019, Accident; analysis and prevention.

Interaction of automated driving systems with pedestrians: challenges, current solutions, and recommendations for eHMIs

Andreas Riener, Constantinos Antoniou, Christos Katrakazas, 2021, Transport Reviews.

Identification of driving simulator sessions of depressed drivers: A comparison between aggregated and time-series classification

George Yannis, Constantinos Antoniou, Christos Katrakazas, 2020 .

Crash Risk Estimation Due to Lane Changing: A Data-Driven Approach Using Naturalistic Data

C. Antoniou, Christos Katrakazas, Vishal Mahajan, 2020, IEEE Transactions on Intelligent Transportation Systems.

Microscopic traffic simulation models for connected and automated vehicles (CAVs) - state-of-the-art

Christos Katrakazas, Pawel Góra, Arkadiusz Drabicki, 2020, ANT/EDI40.

A better tomorrow: towards human-oriented, sustainable transportation systems

Emmanouil Chaniotakis, Alejandro Tirachini, C. Antoniou, 2020 .

Negotiation and Decision-Making for a Pedestrian Roadway Crossing: A Literature Review

Constantinos Antoniou, Christos Katrakazas, Roja Ezzati Amini, 2019, Sustainability.

COVID-19 and Driving Behavior: Which Were the Most Crucial Influencing Factors?

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2023, Data Science for Transportation.

Driving Behavior and Its Correlation with COVID-19 Response Measures: A Neural Network Forecasting Analysis

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2022, Journal of Transportation Engineering, Part A: Systems.

Modelling the relationship between covid-19 restrictive measures and mobility patterns across Europe using time-series analysis

G. Yannis, Christos Katrakazas, Marianthi Kallidoni, 2022, European Journal of Transport and Infrastructure Research.

One year of COVID-19: Impacts on safe driving behavior and policy 4 recommendations

G. Yannis, Eva Michelaraki, Christos Katrakazas, 2022 .

Examination of the Effect of Task Complexity and Coping Capacity on Driving Risk: A Cross-Country and Transportation Mode Comparative Study

Muhammad Wisal Khattak, T. Brijs, G. Yannis, 2023, Sensors.

Post-trip safety interventions: State-of-the-art, challenges, and practical implications.

Tom Brijs, George Yannis, Veerle Ross, 2021, Journal of safety research.

Risk scenario designs for driving simulator experiments

Tom Brijs, George Yannis, Constantinos Antoniou, 2021, 2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS).

Cyber security and its impact on CAV safety: Overview, policy needs and challenges

George Papastefanatos, Constantinos Antoniou, Jérôme Härri, 2020 .