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João Miguel Rafael de Carvalho. Is Researcher in Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro.
Identification

Personal identification

Full name
João Miguel Rafael de Carvalho

Citation names

  • João M. Carvalho

Author identifiers

Ciência ID
9C11-45F5-716E
ORCID iD
0000-0002-9829-7804
Google Scholar ID
jSl6hR4AAAAJ
Scopus Author Id
57205862508

Websites

Education
Degree Classification
2022/05
Concluded
 MAP-i Doctoral Program in Computer Science (Doutoramento)
Universidade de Aveiro, Portugal
"Compression-based pattern recognition: an example on ECG biometrics" (THESIS/DISSERTATION)
2013/07
Concluded
 Matemática e Aplicações (Mestrado integrado)
Universidade de Aveiro, Portugal
"Jogos de subtração e outros jogos combinatórios" (THESIS/DISSERTATION)
2010/08
Concluded
 Matemática (Licenciatura)
Universidade de Aveiro, Portugal
Affiliation

Science

Category
Host institution 		Employer
2023/03/01 - Current Researcher (Research) Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2022/09/01 - Current Adjunct Teacher (Polytechnic Teacher) Universidade de Aveiro Instituto Superior de Contabilidade e Administração, Portugal
Projects

Grant

Designation Funders
2016/07 - 2018/12 A distância de compressão relativa normalizada
148256PRJ
 Fundação para a Ciência e a Tecnologia
Outputs

Publications

Book chapter
  1. João M. Carvalho; Susana Brás; Armando J. Pinho. "Compression-Based Classification of ECG Using First-Order Derivatives". 27-36. Springer International Publishing, 2019.
    10.1007/978-3-030-16447-8_3
Conference abstract
  1. Barros, Filipa; Figueiredo, Cláudia; Susana Manuela Martinho dos Santos Baía Brás; João M. Carvalho; Soares, Sandra. "The role of somatic trait anxiety and alexithymia on the physiological and subjective response to emotional stimuli". Paper presented in WPA World Congress of Psychiatry, Lisbon, 2019.
  2. João M. Carvalho; Susana Manuela Martinho dos Santos Baía Brás; Armando J Pinho. "Myocardial infarction detection using a compression-based approach". Paper presented in Statistics on health decision making: state of the art, Aveiro, 2019.
Conference paper
  1. João M. Carvalho; Susana Manuela Martinho dos Santos Baía Brás; Armando J Pinho. "An Exploratory Study on ECG Biometric Bias Using Compression Algorithms". Paper presented in 27th Portuguese Conference on Pattern Recognition, Évora, 2021.
  2. Brás, S.; Carvalho, J.M.; Barros, F.; Figueiredo, C.; Soares, S.C.; Pinho, A.J.. "An Information-Theoretical Method for Emotion Classification". 2020.
    10.1007/978-3-030-31635-8_30
  3. João M. Carvalho; Susana Manuela Martinho dos Santos Baía Brás; Armando J Pinho. "The Impact of Noise Removal on a Compression- based ECG Biometric Identification System". Paper presented in 23rd Portuguese Conference on Pattern Recognition (RECPAD), Lisbon, 2017.
  4. "Impact of the Acquisition Time on ECG Compression-Based Biometric Identification Systems". 2017.
    10.1007/978-3-319-58838-4_19
  5. João M. Carvalho; Armando J Pinho; Susana Manuela Martinho dos Santos Baía Brás. Corresponding author: João M. Carvalho. "Irregularity Detection in ECG signal using a semi- fiducial method". Paper presented in 22nd Portuguese Conference on Pattern Recognition (RECPAD), Aveiro, 2016.
Conference poster
  1. Barros, Filipa; Catarina Costa; Figueiredo, Cláudia; Susana Manuela Martinho dos Santos Baía Brás; João M. Carvalho; Sara Magano; Nuno Madeira; Soares, Sandra C.. Corresponding author: Barros, Filipa. "Cognitive and somatic trait anxiety: subjective and psychophysiological responses". Paper presented in 27th European Congress of Psychiatry, 2019.
Journal article
  1. Filipa Barros; Claudio Imperatori; Cláudia Figueiredo; Susana Brás; João M. Carvalho; Sandra C. Soares. "Multidimensional assessment of anxiety through the State-Trait Inventory for Cognitive and Somatic Anxiety (STICSA): From dimensionality to response prediction across emotional contexts". PLOS ONE 17 1 (2022): e0262960-e0262960. https://doi.org/10.1371/journal.pone.0262960.
    10.1371/journal.pone.0262960
  2. Mariana S. Ramos; João M. Carvalho; Armando J. Pinho; Susana Brás. "On the Impact of the Data Acquisition Protocol on ECG Biometric Identification". Sensors (2021): https://doi.org/10.3390/s21144645.
    10.3390/s21144645
  3. Gisela Pinto; João M. Carvalho; Filipa Barros; Sandra C. Soares; Armando J. Pinho; Susana Brás. "Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification". Sensors 20 12 (2020): 3510-3510. https://doi.org/10.3390/s20123510.
    10.3390/s20123510
  4. João M. Carvalho; Susana Brás; Diogo Pratas; Jacqueline Ferreira; Sandra C. Soares; Armando J. Pinho. "Extended-alphabet finite-context models". Pattern Recognition Letters 112 (2018): 49-55. https://doi.org/10.1016/j.patrec.2018.05.026.
    10.1016/j.patrec.2018.05.026
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/09/01 - Current Data-driven Adaptive Chess Tutor Bot
Co-supervisor of Pedro Lima
 Engenharia Informática (Master)
Universidade de Aveiro, Portugal
2023/09/01 - Current Reinforcement Learning Applied to Board Games
Co-supervisor
 Engenharia de Computadores e Telemática (Master)
Universidade de Aveiro, Portugal
2023/09/01 - Current Reinforcement Learning for Fighting Games
Co-supervisor of Martinho Tavares
 Engenharia Informática (Master)
Universidade de Aveiro, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2019/07 - 2019/07 Labs Team member of the Lisbon Machine Learning School (LxMLS) 2019 (2019/07 - 2019/07) Universidade de Lisboa Instituto Superior Técnico, Portugal

Association member

Society Organization name Role
2016/01/01 - Current APRP - Associação Portuguesa de Reconhecimento de Padrões
2016/01/01 - Current CLAD - Associação Portuguesa de Classificação e Análise de Dados

Conference scientific committee

Conference name Conference host
2023/11/23 - 2033/11/25 IEEE ADACIS'23 - The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems
2024/06/25 - 2024/06/27 IEEE MELECON 2024 - The 22nd IEEE Mediterranean Electrotechnical Conference
Distinctions

Award

2021 Wolphram Award
2021 Best MAP-i Doctoral Program Pitch Award

Other distinction

2017 IbPRIA 2017 - Selected Paper for Best Paper
2016 RecPad 2016 - Selected Paper for Best Paper