Pedro Miguel Ferreira Guimarães (F61B-0800-6DB8)

Curriculum Vitae

Pedro Miguel Ferreira Guimarães

Identification

Education

	Degree	Classification
2019/02 - 2024 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

Affiliation

	Category Host institution	Employer
2023/09 - Current	Researcher (Research)	CCG/ZGDV, Portugal

2018 - 2019/02	Researcher (Research)	Bosch Car Multimedia Portugal, S.A, Portugal
	Universidade do Minho - Campus de Azurém, Portugal

Outputs

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