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

Civil Engineer with a Master’s in Transportation Systems Engineering and a current PhD candidate in Transportation Engineering. Specialized in transportation modelling, traffic engineering, and leveraging advanced technologies like machine learning and deep learning. Dedicated to innovating transportation systems and solving intricate challenges through cutting-edge research.

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 TRB Annual Meeting 2024 - ()

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)