VARGHESE, KEN KOSHY
VARGHESE, KEN KOSHY
DIPARTIMENTO DI INGEGNERIA CIVILE, EDILE E AMBIENTALE
Comparing Choice Model and Machine Learning for Commuter Behavior Prediction: Evaluating Model Transferability Across Urban and Cultural Contexts
2025 Afsari, Marzieh; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Gentile, Guido
Data-driven and machine learning approaches for transport planning and management
2025 Varghese, KEN KOSHY
Eco-routing in dense urban networks: evaluating time and emission trade-offs using the COPERT model in Rome
2025 Pourkhosro, Siavash; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Bohlouli, Ramin; Gentile, Guido; Pedico, Valerio; Carrarini, Simone
Effect of spatio-temporal granularity on demand prediction for deep learning models
2023 Varghese, KEN KOSHY; Mahdaviabbasabad, Sajjad; Gentile, Guido; Eldafrawi, MOHAMED MOHAMED AHMED
Enhancing Mode-Choice Models with Conformal Prediction: Uncertainty Quantification and Decision Support using Tree-Based Machine Learning
2025 Bohlouli, Ramin; Varghese, Ken Koshy; Gentile, Guido; Eldafrawi, Mohamed
Inferring station numbers in metro trips using mobile magnetometer sensor via an unsupervised k-means clustering algorithm
2023 Hosseini, Seyedhassan; Gentile, Guido; Varghese, KEN KOSHY; BRESCIANI MIRISTICE, LORY MICHELLE
Path Choice Calibration Across Urban Road Networks using Routing Services
2024 Salehi, Salar; Varghese, KEN KOSHY; BRESCIANI MIRISTICE, LORY MICHELLE; Gentile, Guido
Predicting Road Accident Severity Using Traffic, Accident and Network Data
2025 Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Gentile, Guido
Predictive analytics for road traffic accidents: exploring severity through conformal prediction
2024 Eldafrawi, Mohamed; Varghese, KEN KOSHY; Afsari, Marzieh; Babapourdijojin, Mahnaz; Gentile, Guido
Shortest Path Calibration: A Framework for Calibrating Open-Source Networks with Routing Services
2024 Varghese, KEN KOSHY; Salehi, Salar; BRESCIANI MIRISTICE, LORY MICHELLE; Gentile, Guido; Huseynov, Arif
Temporal and vehicle impacts on delivery emissions in urban logistics: a case study of Rome
2025 Pourkhosro, Siavash; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Gentile, Guido
Understanding Commuter Mode Choice in Rome: A Comparative Analysis of Neural Networks and Multinomial Logit for Sustainable Mobility
2025 Afsari, Marzieh; Varghese, Ken Koshy; Bresciani Miristice, Lory Michelle; Gentile, Guido