SEYEDHASSAN HOSSEINI

PhD Student

PhD program:: XXXVII
email: seyedhassan.hosseini@uniroma1.it
phone: 3515765995
building: DICEA - via Eudossiana, 18 - 00184 Roma
room: DICEA-RM031, Area Trasporti

supervisor: Professor Guido Gentile

Research: Transport Mode and Trip Phase Recognition using Machine and Deep Learning Models

1.Hosseini, Seyed Hassan, and Guido Gentile. "Smartphone-Based Recognition of Access Trip Phase to Public Transport Stops Via Machine Learning Models." Transport and Telecommunication Journal 23.4 (2022): 273-283.
2.Hosseini, Seyed Hassan, et al. "Inferring Station Numbers in Metro Trips Using Mobile Magnetometer Sensor via an Unsupervised K-means Clustering Algorithm." 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS). IEEE, 2023.
3.Seyed Hassan Hosseini,Siavash Pourkhosroa, Guido Gentile, Lory Michelle Bresciani Miristice,“GPS-Based Trip Phase and Waiting Time Detection to and from Public Transport Stops Via Machine Learning Models ”. 25th Euro Working Group on Transportation Meeting (EWGT 2023). (Accepted)
4.SeyedHassan Hosseini, Siavash Pourkhosro, Lory Michelle Bresciani Miristice, Francesco Viti, Guido Gentile,Automated Passengers Trip Phase Recognition and Public Transit Accessibility Level Analysis via Machine Learning Models Using GPS Data, 103rd Transportation Research Board (TRB), USA. (Acceptance for Presentation )

Research products

11573/1692860 - 2024 - Automated passengers trip phase recognition and public transit accessibility level analysis via machine learning models using GPS data

Hosseini, Seyedhassan; Pourkhosro, Siavash; Bresciani Miristice, Lory Michelle; Viti, Francesco; Gentile, Guido - 04b Atto di convegno in volume

conference: 103rd Transportation Research Board (TRB) Annual Meeting (USA, Washington, DC)

book: Proceedings of the 103rd Transportation Research Board (TRB) Annual Meeting - ()

11573/1692861 - 2024 - GPS-based trip phase and waiting time detection to and from public transport stops via machine learning models

Hosseini, Seyedhassan; Pourkhosro, Siavash; Gentile, Guido; Bresciani Miristice, Lory Michelle - 01a Articolo in rivista

paper: TRANSPORTATION RESEARCH PROCEDIA (Amsterdam: Elsevier) pp. 530-537 - issn: 2352-1457 - wos: (0) - scopus: 2-s2.0-85187578604 (0)

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)

11573/1665510 - 2022 - Smartphone-based recognition of access trip phase to public transport stops via machine learning models

Hosseini, Seyedhassan; Gentile, Guido - 01a Articolo in rivista

paper: TRANSPORT AND TELECOMMUNICATION (Warszawa: Versita Online-De Gruyter publishing group) pp. 273-283 - issn: 1407-6179 - wos: WOS:000884899200001 (1) - scopus: 2-s2.0-85143057682 (2)