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2020 – today
- 2024
[c21]Pedro Dias, Flora J. 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. AIAI (4) 2024: 69-82- 2023
- [j5]Weronika Wojtak
, Flora J. Ferreira, Luís Louro, Estela Bicho, Wolfram Erlhagen:
Adaptive timing in a dynamic field architecture for natural human-robot interactions. Cogn. Syst. Res. 82: 101148 (2023) - [c20]Flora J. Ferreira, Jhonathan Barrios, Paulo Barbosa, Miguel F. Gago, Estela Bicho, Wolfram Erlhagen:
Impact of Variable Transformations on Multiple Regression Models for Enhancing Gait Normalization. ICoMS 2023: 103-107 - 2022
- [c19]Pedro M. F. Guimarães, Flora J. Ferreira, Ana Carolina Silva, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho:
A Data Recording Mobile Application to Create Datasets of Vehicle Users' Routines. ICARSC 2022: 167-172 - [c18]Flora J. Ferreira, José Soares, Fernanda Sousa, Filipe Magalhães, Isabel Ribeiro, Dânia Pinto, Pedro Pacheco:
A Meta-analysis Approach for Estimating Salary Mean and Its Confidence Interval. ICCSA (Workshops 1) 2022: 627-639 - [c17]Paulo Barbosa, Flora J. Ferreira, Carlos Fernandes, Wolfram Erlhagen, Pedro M. F. Guimarães, Weronika Wojtak, Sérgio Monteiro, Estela Bicho:
Endowing Intelligent Vehicles with the Ability to Learn User's Habits and Preferences with Machine Learning Methods. IDEAL 2022: 157-169 - 2021
- [j4]Manuel V. C. Vieira, Flora J. Ferreira, José C. M. Duque, Rui M. P. Almeida:
On the packing process in a shoe manufacturer. J. Oper. Res. Soc. 72(4): 853-864 (2021) - [j3]Weronika Wojtak, Flora J. Ferreira, Paulo Vicente, Luís Louro, Estela Bicho, Wolfram Erlhagen:
A neural integrator model for planning and value-based decision making of a robotics assistant. Neural Comput. Appl. 33(8): 3737-3756 (2021) - [j2]Flora J. Ferreira, Weronika Wojtak, Emanuel Sousa, Luís Louro, Estela Bicho, Wolfram Erlhagen:
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model. IEEE Trans. Cogn. Dev. Syst. 13(4): 853-864 (2021) - [c16]Flora J. Ferreira, Weronika Wojtak, Carlos Fernandes, Pedro M. F. Guimarães, Sérgio Monteiro, Estela Bicho, Wolfram Erlhagen:
Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics. ICANN (4) 2021: 347-359 - [c15]Weronika Wojtak, Flora J. Ferreira, Pedro M. F. Guimarães, Paulo Barbosa, Sérgio Monteiro, Wolfram Erlhagen, Estela Bicho:
Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model. ICCSA (4) 2021: 337-349 - [c14]Marta C. Santos, Ana I. Borges, Davide Rua Carneiro, Flora J. Ferreira:
Synthetic dataset to study breaks in the consumer's water consumption patterns. ICoMS 2021: 59-65 - [c13]Ankit R. Patel, Flora J. Ferreira, Sergio Monteiro, Ana Carolina Silva, Wolfram Erlhagen, Estela Bicho:
Prediction of attitudes towards human-centred cognitive vehicles aware of their users' routines and preferences. RTSI 2021: 194-199 - 2020
- [c12]Ankit R. Patel, Flora J. Ferreira, Sergio Monteiro, Estela Bicho:
Global Implications of Human Tendencies Towards Automated Driving and Human Driver Availability in Autonomous Vehicles. HCI (47) 2020: 179-192 - [c11]José Braga, Flora J. Ferreira, Carlos Fernandes, Miguel F. Gago, Olga Azevedo, Nuno J. Sousa, Wolfram Erlhagen, Estela Bicho:
Gait Characteristics and Their Discriminative Ability in Patients with Fabry Disease with and Without White-Matter Lesions. ICCSA (3) 2020: 415-428 - [c10]Carlos Fernandes, Flora J. Ferreira, Wolfram Erlhagen, Sérgio Monteiro, Estela Bicho:
A Deep Learning Approach for Intelligent Cockpits: Learning Drivers Routines. IDEAL (2) 2020: 173-183
2010 – 2019
- 2019
- [c9]Carlos Fernandes, Flora J. Ferreira, Miguel F. Gago, Olga Azevedo, Nuno J. Sousa, Wolfram Erlhagen, Estela Bicho:
Gait classification of patients with Fabry's disease based on normalized gait features obtained using multiple regression models. BIBM 2019: 2288-2295 - [c8]Weronika Wojtak, Flora J. Ferreira, Estela Bicho, Wolfram Erlhagen:
Neural Field Model for Measuring and Reproducing Time Intervals. ICANN (1) 2019: 327-338 - [c7]Ana Cunha, Flora J. Ferreira, Wolfram Erlhagen, Emanuel Sousa, Luís Louro, Paulo Vicente, Sérgio Monteiro, Estela Bicho:
Towards Endowing Collaborative Robots with Fast Learning for Minimizing Tutors' Demonstrations: What and When to Do? ROBOT (1) 2019: 368-378 - 2018
- [c6]Carlos Fernandes, Luis Fonseca, Flora J. Ferreira, Miguel F. Gago, Luís Costa, Nuno J. Sousa, Carlos Abreu Ferreira, João Gama, Wolfram Erlhagen, Estela Bicho:
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait. BIBM 2018: 2024-2030 - 2017
- [c5]Weronika Wojtak, Flora J. Ferreira, Luis Louro, Estela Bicho, Wolfram Erlhagen:
Towards temporal cognition for robots: A neurodynamics approach. ICDL-EPIROB 2017: 407-412 - 2015
- [j1]Emanuel Sousa, Wolfram Erlhagen, Flora J. Ferreira, Estela Bicho:
Off-line simulation inspires insight: A neurodynamics approach to efficient robot task learning. Neural Networks 72: 123-139 (2015) - [c4]Weronika Wojtak, Flora J. Ferreira, Wolfram Erlhagen, Estela Bicho:
Learning joint representations for order and timing of perceptual-motor sequences: A dynamic neural field approach. IJCNN 2015: 1-7 - 2014
- [c3]Flora J. Ferreira, Wolfram Erlhagen, Emanuel Sousa, Luis Louro, Estela Bicho:
Learning a musical sequence by observation: A robotics implementation of a dynamic neural field model. ICDL-EPIROB 2014: 157-162 - 2012
- [c2]Estela Bicho, Wolfram Erlhagen, Emanuel Sousa, Luis Louro, N. Hipolito, Eliana Costa e Silva, Rui Silva, Flora J. Ferreira, Toni Machado, M. Hulstijn, Y. Maas, Ellen R. A. de Bruijn, Raymond H. Cuijpers, Roger D. Newman-Norlund, Hein T. van Schie, Ruud G. J. Meulenbroek, Harold Bekkering:
The power of prediction: Robots that read intentions. IROS 2012: 5458-5459 - 2011
- [c1]Flora J. Ferreira, Wolfram Erlhagen, Estela Bicho:
A Dynamic Field Model of Ordinal and Timing Properties of Sequential Events. ICANN (2) 2011: 325-332
Coauthor Index
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