KEN KOSHY VARGHESE

PhD Student

PhD program:: XXXVII
email: kenkoshy.varghese@uniroma1.it
building: DICEA - via Eudossiana, 18 - 00184 Roma
room: DICEA-RM031, Area Trasporti




supervisor: Prof. Guido Gentile

Research: Data-Driven and Machine Learning Approaches for Transport Planning and Management

Ken Koshy Varghese is a transportation engineer and machine learning specialist with a focus on data-driven solutions for urban mobility, demand prediction, and road safety. With a Master’s degree in Transportation Systems Engineering from Sapienza University of Rome and a PhD in Transportation Engineering from Sapienza University of Rome, Ken has dedicated his academic and professional career to leveraging machine learning and data analytics for smarter, safer transportation systems.

His doctoral research explores applications of machine learning in transport planning and management, particularly focusing on accident severity prediction, demand forecasting, and network optimization. In addition to his academic pursuits, he has hands-on experience developing predictive models and visualization platforms that assist transport authorities in decision-making.

Combining his expertise in transportation with technical proficiency in software development, he has created web applications that integrate accident severity models, interactive data visualizations, and traffic analysis, offering comprehensive tools for urban planners and policymakers aiming to enhance urban mobility and safety.


Research products

11573/1690432 - 2024 - Predictive analytics for road traffic accidents: exploring severity through conformal prediction
Eldafrawi, Mohamed; Varghese, Ken Koshy; Afsari, Marzieh; Babapourdijojin, Mahnaz; Gentile, Guido - 04b Atto di convegno in volume
conference: 2024 TRB Annual Meeting (Washington DC, USA)
book: Proceedings of the 103rd Transportation Research Board (TRB) Annual Meeting - ()

11573/1723150 - 2024 - Path Choice Calibration Across Urban Road Networks using Routing Services
Salehi, Salar; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Gentile, Guido - 04c Atto di convegno in rivista
paper: TRANSPORTATION RESEARCH PROCEDIA ([Amsterdam] : Elsevier B.V.) pp. - - issn: 2352-1465 - wos: (0) - scopus: (0)
conference: AIIT 4th International Conference Greening the Way Forward: Sustainable Transport Infrastructure and Systems (Rome, Italy)

11573/1723148 - 2024 - Shortest Path Calibration: A Framework for Calibrating Open-Source Networks with Routing Services
Varghese, Ken Koshy; Salehi, Salar; Bresciani Miristice, Lory Michelle; Gentile, Guido; Huseynov, Arif - 04b Atto di convegno in volume
conference: 24th EEEIC International Conference on Environment and Electrical Engineering (Rome, Italy)
book: 2024 IEEE International Conference on Environment and Electrical Engineering and 2024 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - (979-8-3503-5518-5)

11573/1673531 - 2023 - Inferring station numbers in metro trips using mobile magnetometer sensor via an unsupervised k-means clustering algorithm
Hosseini, Seyedhassan; Gentile, Guido; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle - 04b Atto di convegno in volume
conference: 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) (Nice, France)
book: Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) - (978-1-6654-5530-5)

11573/1673524 - 2023 - Effect of spatio-temporal granularity on demand prediction for deep learning models
Varghese, Ken Koshy; Mahdaviabbasabad, Sajjad; Gentile, Guido; Eldafrawi, Mohamed Mohamed Ahmed - 01a Articolo in rivista
paper: TRANSPORT AND TELECOMMUNICATION (Warszawa: Versita Online-De Gruyter publishing group) pp. 22-32 - issn: 1407-6179 - wos: WOS:000942983100003 (0) - scopus: 2-s2.0-85149646941 (0)

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma