Pedro M. F. Guimarães

According to our database, Pedro M. F. Guimarães authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Machine Learning Approach for Points of Interest Extraction and Event Classification.

Pedro Dias, Flora J. Ferreira, Pedro M. F. Guimarães, Weronika Wojtak, Wolfram Erlhagen, Sérgio Monteiro, Emanuel Sousa, Estela Bicho

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2022

Endowing Intelligent Vehicles with the Ability to Learn User's Habits and Preferences with Machine Learning Methods.

Paulo Barbosa, Flora J. Ferreira, Carlos Fernandes, Wolfram Erlhagen, Pedro M. F. Guimarães, Weronika Wojtak, Sérgio Monteiro, Estela Bicho

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

A Data Recording Mobile Application to Create Datasets of Vehicle Users' Routines.

Pedro M. F. Guimarães, Flora J. Ferreira, Ana Carolina Silva, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho

Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2022

2021

Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model.

Weronika Wojtak, Flora J. Ferreira, Pedro M. F. Guimarães, Paulo Barbosa, Sérgio Monteiro, Wolfram Erlhagen, Estela Bicho

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics.

Flora J. Ferreira, Weronika Wojtak, Carlos Fernandes, Pedro M. F. Guimarães, Sérgio Monteiro, Estela Bicho, Wolfram Erlhagen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2019

Motion Control for Autonomous Tugger Vehicles in Dynamic Factory Floors Shared with Human Operators.

Luis Louro, Tiago Malheiro, Pedro M. F. Guimarães, Toni Machado, Sergio Monteiro, Pedro Vaz Silva, Wolfram Erlhagen, Estela Bicho

Proceedings of the IECON 2019, 2019