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Identification

Personal identification

Full name
António Oseas Pataca

Citation names

  • Pataca, António

Author identifiers

Ciência ID
401D-F207-5D63
ORCID iD
0009-0006-0508-7581

Email addresses

  • apataca@ua.pt (Professional)
  • tonpataca@gmail.com (Personal)

Telephones

Mobile phone
  • (+351) 932628865 (Personal)

Addresses

  • Rua Calouste Gulbenkian 47, 1º Esq, 3810-074, Aveiro, Aveiro, Portugal (Personal)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Communication Engineering and Systems

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Upper intermediate (B2) Advanced (C1) Advanced (C1)
French Intermediate (B1) Intermediate (B1) Intermediate (B1) Upper intermediate (B2) Upper intermediate (B2)
German Elementary (A2) Elementary (A2) Elementary (A2) Elementary (A2) Elementary (A2)
Education
Degree Classification
2023/02/17 - 2025/12
Ongoing
 Informática Aplicada (Mestrado integrado)
Universidade de Aveiro, Portugal
"Utilização de Machine Learning para Previsão de Episódios de Stress Baseado em Dados de Sensores Wearables" (THESIS/DISSERTATION)
2013/02/19 - 2018/09/18
Concluded
 Engenharia Informática e Computadores (Licence)
Universidade José Eduardo dos Santos, Angola
"Comportamento das características dos padrões durante o processamento digital de imagens obtidas através dos métodos de filtragem" (THESIS/DISSERTATION)
 16
Affiliation

Science

Category
Host institution 		Employer
2025/02/20 - 2025/12/31 Visiting Researcher (Research) Instituto de Telecomunicações, Portugal
Instituto de Telecomunicações, Portugal

Other Careers

Category
Host institution 		Employer
2013/01/30 - 2023/02/08 Professor do ensino básico e secundário (Professor do ensino básico e secundário) Ministério da Educação, Angola
Repartição Municipal de Educação, Angola

Others

Category
Host institution 		Employer
2025/02/10 - 2025/06/02 Colaboraração nas sessões presenciais na UC de Seminário do 1º ciclo em Ciência Biomédicas Universidade da Beira Interior, Portugal
Universidade da Beira Interior, Portugal
Outputs

Publications

Journal article
  1. Pataca, António Oseas; Zdravevski, Eftim; Coelho, Paulo Jorge; Garcia, Nuno M.; Deryuck, Margot; Albuquerque, Carlos; Pires, Ivan Miguel. Corresponding author: Pires, Ivan Miguel. "Use of machine learning for predicting stress episodes based on wearable sensor data: A systematic review". Computers in Biology and Medicine 198 (2025): 111166. https://doi.org/10.1016/j.compbiomed.2025.111166.
    10.1016/j.compbiomed.2025.111166
  2. Pataca, António Oseas; Albuquerque, Carlos; Pires, Ivan Miguel. "Approach Framework on Data Collection, Processing, and Classification Method for Stress Detection Using Wearable Sensor Data". Procedia Computer Science 265 (2025): 404-411. https://doi.org/10.1016/j.procs.2025.07.198.
    10.1016/j.procs.2025.07.198

Other

Other output
  1. Wearable sensors for stress monitoring in meniscus injury rehabilitation. Monitoring vital signs is essential in identifying physiological stress, particularly in rehabilitating meniscus injuries. Stress can compromise the effectiveness of physiotherapy, affecting recovery. This paper reviews monitoring technologies, such as those that consider heart rate and sweating sensors, and their application in remote patient monitoring. It highlights the importance of collecting. 2025. Pires, Catarina de Sá Baio; Velez, Fernando J.; Coelho, Paulo Jorge Simões; Pataca, António Oseas; Pires, Ivan Miguel Serrano. http://hdl.handle.net/10400.6/18931.