SHAFFIEE HAGHSHENAS, SINA
SHAFFIEE HAGHSHENAS, SINA
Dipartimento di Ingegneria Civile
A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades
2023-01-01 Guido, Giuseppe; SHAFFIEE HAGHSHENAS, Sina; Vitale, Alessandro; Astarita, Vittorio; Woo Geem, Zong
A state-of-the-art review on machine learning techniques for driving behavior analysis: clustering and classification approaches
2025-01-01 Mobini Seraji, Mohammad Hassan; Shaffiee Haghshenas, Sami; Shaffiee Haghshenas, Sina; Simic, Vladimir; Pamucar, Dragan; Guido, Giuseppe; Astarita, Vittorio
An integrated MCDM approach for enhancing efficiency in connected autonomous vehicles through augmented intelligence and IoT integration
2024-01-01 Jafarzadeh Ghoushchi, Saeid; Shaffiee Haghshenas, Sina; Vahabzadeh, Sahand; Guido, Giuseppe; Geem, Zong Woo
Application of Feature Selection Approaches for Prioritizing and Evaluating the Potential Factors for Safety Management in Transportation Systems
2022-01-01 Guido, G.; Shaffiee Haghshenas, S.; Shaffiee Haghshenas, S.; Vitale, A.; Astarita, V.
Artificial intelligence techniques in road safety for sustainable mobility: an investigation into applications, challenges, and opportunities
2025-01-01 Shaffiee Haghshenas, Sina; Guido, Giuseppe; Shaffiee Haghshenas, Sami; Astarita, Vittorio; Simic, Vladimir
Artificial Intelligence-Powered Driver Behavior Analysis for Fuel Consumption Optimization: A Pathway to Greener Roads
2024-01-01 Haghshenas, Sami Shaffiee; Astarita, Vittorio; Haghshenas, Sina Shaffiee; Guido, Giuseppe
Assessment of Machine Learning Techniques and Traffic Flow: A Qualitative and Quantitative Analysis
2024-01-01 Haghshenas, Sami Shaffiee; Astarita, Vittorio; Guido, Giuseppe; Mobini Seraji, Mohammad Hassan; Aldana Gonzalez, Paola Andrea; Haghdadi, Ahmad; Haghshenas, Sina Shaffiee
Assessment of the level of road crash severity: Comparison of intelligence studies
2023-01-01 Shaffiee Haghshenas, Sina; Guido, Giuseppe; Vitale, Alessandro; Astarita, Vittorio
Development of a Binary Classification Model to Assess Safety in Transportation Systems Using GMDH-Type Neural Network Algorithm
2020-01-01 Guido, Giuseppe; SHAFFIEE HAGHSHENAS, Sina; SHAFFIEE HAGHSHENAS, Sami; Vitale, Alessandro; Gallelli, Vincenzo; Astarita, Vittorio
Development of a binary model for evaluating water distribution systems by a pressure driven analysis (PDA) approach
2020-01-01 FIORINI MOROSINI, Attilio; SHAFFIEE HAGHSHENAS, Sina; SHAFFIEE HAGHSHENAS, Sami; Woo Geem, Zong
Development of a robust hybrid framework for evaluating and ranking smartification measures for sustainable mobility: A case study of Sicilian roadways, Southern Italy
2024-01-01 Jafarzadeh Ghoushchi, Saeid; Shaffiee Haghshenas, Sina; Vahabzadeh, Sahand; Guido, Giuseppe
Development of an Assessment Method for Investigating the Impact of Climate and Urban Parameters in Confirmed Cases of COVID-19: A New Challenge in Sustainable Development
2020-01-01 Pirouz, Behrouz; SHAFFIEE HAGHSHENAS, Sina; Pirouz, Behzad; Shaffiee Haghshenas Sami, &; Piro, Patrizia
Driving toward efficiency: analysis of driver behavior and fuel consumption through machine learning
2025-01-01 Shaffiee Haghshenas, Sami; Shaffiee Haghshenas, Sina; Astarita, Vittorio; Guido, Giuseppe; Mohamed, Moataz
Enhancing Support Vector Machine Performance in Forecasting the Number of Vehicles Involved in Traffic Crashes via Metaheuristic Optimization Algorithms
2025-01-01 Shaffiee Haghshenas, Sina; Mobini Seraji, Mohammad Hassan; Shaffiee Haghshenas, Sami; Guido, Giuseppe; Astarita, Vittorio; Simic, Vladimir; Marinkovic, Dragan
Evaluating determinants of sustainable urban mobility development using the fuzzy AHP method: A case study of the Calabria Region, Southern Italy
2025-01-01 Haghshenas, Sina Shaffiee; Guido, Giuseppe; Haghshenas, Sami Shaffiee; Astarita, Vittorio; Simic, Vladimir
Evaluation of Contributing Factors Affecting Number of Vehicles Involved in Crashes Using Machine Learning Techniques in Rural Roads of Cosenza, Italy
2022-01-01 Guido, Giuseppe; SHAFFIEE HAGHSHENAS, Sina; SHAFFIEE HAGHSHENAS, Sami; Vitale, Alessandro; Astarita, Vittorio; Park, Yongjin; Woo Geem, Zong
Feasibility of Intelligent Models for analysis of Number of Vehicles Involved in Rural Crashes
2024-01-01 Haghshenas, Sina Shaffiee; Guido, Giuseppe; Haghshenas, Sami Shaffiee; Astarita, Vittorio
Feasibility of stochastic models for evaluation of potential factors for safety: A case study in southern Italy
2020-01-01 Guido, G.; Shaffiee Haghshenas, S.; Shaffiee Haghshenas, S.; Vitale, A.; Astarita, V.; Shafiee Haghshenas, A.
Fuel consumption and CO₂ emissions prediction in road transport using a hybrid deep learning approach
2025-01-01 Shaffiee Haghshenas, Sami; Shaffiee Haghshenas, Sina; Astarita, Vittorio; Guido, Giuseppe
Investigating a Serious Challenge in the Sustainable Development Process: Analysis of Confirmed cases of COVID-19 (New Type of Coronavirus) Through a Binary Classification Using Artificial Intelligence and Regression Analysis.
2020-01-01 Pirouz, B.; Shaffiee, Haghshenas; Shaffiee, Haghshenas; Piro, P.