Personal identification

Full name

Pedro Miguel Ferreira Guimarães

Citation names

• Guimarães, Pedro
• Pedro M. F. Guimarães

Author identifiers

Ciência ID

F61B-0800-6DB8

ORCID iD

0000-0001-5008-3383

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Portuguese (Mother tongue)

	Degree	Classification
2019/04 - 2025 Ongoing	Advanced Engineering System for Industry (Doutoramento) Universidade do Minho - Campus de Azurém, Portugal
2012/09 - 2017/12 Concluded	Engenharia Eletrónica Industrial e Computadores (Mestrado integrado) Major in Controlo, Automação e Robótica & Sistemas Embebidos Universidade do Minho - Campus de Azurém, Portugal

Science

	Category Host institution	Employer
2023/09 - Current	Researcher (Research)	CCG/ZGDV, Portugal
2020/02 - 2021/12	Researcher (Research)	Bosch Car Multimedia Portugal, S.A, Portugal
	Universidade do Minho - Campus de Azurém, Portugal
2018/01 - 2019/04	Researcher (Research)	Bosch Car Multimedia Portugal, S.A, Portugal
	Universidade do Minho - Campus de Azurém, Portugal

Grant

	Designation	Funders
2023/09 - Current	BE.Neutral - Agenda de Mobilidade para a neutralidade carbónica nas cidades 02/C05-i01.02/2022.PC644874240-00000016 Researcher Universidade do Minho - Campus de Azurém, Portugal Centro de Computação Gráfica, Portugal	Ongoing
2019/04 - 2023/06	Doutoramento em Sistemas Avançados de Engenharia para a Indústria PD/BDE/150498/2019 PhD Student Fellow Universidade do Minho - Campus de Azurém, Portugal Bosch Car Multimedia Portugal, S.A, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2018/01 - 2019/07	iFACTORY: Novas Capacidades de Industrialização POCI-01-0247-FEDER-002814 Research Fellow Universidade do Minho - Campus de Azurém, Portugal Bosch Car Multimedia Portugal, S.A, Portugal	Concluded
2018/07 - 2019/04	Easy Ride: Experience is everything POCI-01-0247-FEDER-039334 Research Fellow Universidade do Minho, Portugal Bosch Car Multimedia Portugal, S.A, Portugal

Other

	Designation	Funders
2020/02 - 2021/12	Easy Ride: Experience is everything POCI-01-0247-FEDER-039334 Supervisor Universidade do Minho - Campus de Azurém, Portugal Bosch Car Multimedia Portugal, S.A, Portugal	Concluded

Publications

Book chapter	Pedro Dias; Flora Ferreira; Pedro M. F. Guimarães; Weronika Wojtak; Wolfram Erlhagen; Sérgio Monteiro; Emanuel Sousa; Estela Bicho. "A Machine Learning Approach for Points of Interest Extraction and Event Classification". 2024. 10.1007/978-3-031-63223-5_6 Paulo Barbosa; Flora Ferreira; Carlos Fernandes; Wolfram Erlhagen; Pedro Guimarães; Weronika Wojtak; Sérgio Monteiro; Estela Bicho. "Endowing Intelligent Vehicles with the Ability to Learn User’s Habits and Preferences with Machine Learning Methods". 157-169. Springer International Publishing, 2022. 10.1007/978-3-031-21753-1_16
Conference paper	Pedro M. F. Guimarães; Flora Ferreira; Ana Carolina Silva; Wolfram Erlhagen; Sergio Monteiro; Estela Bicho. "A Data Recording Mobile Application to Create Datasets of Vehicle Users’ Routines". 2022. 10.1109/icarsc55462.2022.9784770 "Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model". 2021. 10.1007/978-3-030-86973-1_24 "Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics". 2021. 10.1007/978-3-030-86380-7_28 "Motion Control for Autonomous Tugger Vehicles in Dynamic Factory Floors Shared with Human Operators". 2019. 10.1109/iecon.2019.8926677
Journal article	Pedro M. F. Guimarães; Flora Ferreira; Weronika Wojtak; Paulo J. S. Barbosa; Sérgio Monteiro; Estela Bicho; Wolfram Erlhagen. "A Dynamic Neural Field Approach for Intelligent Cockpits: Online Learning and Prediction of Traveling Routines". IEEE Transactions on Intelligent Transportation Systems (2024): https://doi.org/10.1109/TITS.2024.3463389. 10.1109/TITS.2024.3463389