João M. Carvalho

Subject	Compression-based tools for non-symbolic data
Advisor	Susana Brás, Armando J. Pinho
Group	Information Systems and Processing
Status	PhD student
Starts	2015/09/15
Ends	2022/05/10
Country	Portugal
Projects
Past projects	NRCD
Events	IbPRIA'2017
Proposals
Personal page

Publications

Articles in international journals listed in the ISI

• Mariana S. Ramos, João M. Carvalho, Armando J. Pinho, Susana Brás. On the Impact of the Data Acquisition Protocol on ECG Biometric Identification. Sensors, vol. 21, p. 4645, July 2021 [IF 2018: 3.031 (Q1, 15/61)]
• 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, vol. 20, no. 12, p. 3510, June 2020 [IF 2018: 3.031 (Q1, 15/61)]
• João M. Carvalho, Susana Brás, Diogo Pratas, Jacqueline Ferreira, Sandra C. Soares, Armando J. Pinho. Extended-Alphabet Finite-Context Models. Pattern Recognition Letters, no. 112, p. 49-55, September 2018 [IF 2018: 2.810 (Q2, 50/134)]

Chapters in books

• Susana Brás, João M. Carvalho, Filipa Barros, Claudia Figueiredo, Sandra C. Soares, Armando J. Pinho. An Information-Theoretical Method for Emotion Classification. XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019. IFMBE Proceedings, Henriques J., Neves N., de Carvalho P. (Ed.), Springer, Cham, vol. 76, 2020

Articles in conference proceedings

• João M. Carvalho, Armando J. Pinho, Susana Brás. Entropy-Based ECG Biometric Identification. Entropy 2021: The Scientific Tool of the 21st Century, Porto, Portugal, p. 1, May 2021
• Filipa Barros, Cláudia Figueiredo, Susana Brás, João M. Carvalho, Sandra Soares. The role of somatic trait anxiety and alexithymia on the physiological and subjective response to emotional stimuli. 19th WPA World Congress of Psychiatry, Lisbon, Portugal, August 2019
• João M. Carvalho, Susana Brás, Armando J. Pinho. Myocardial infarction detection using a compression-based approach. Journal of Statistics on Health Decision -- Special Issue - Statistics on Health Decision Making: state of the art, Aveiro, Portugal, vol. 1, May 2019
• F. Barros, C. Costa, C. Figueiredo, Susana Brás, João M. Carvalho, S. Magano, N. Madeira, S. C. Soares. Cognitive and somatic trait anxiety: subjective and psychophysiological responses. 27th European Congress of Psychiatry, Warsaw, Poland, April 2019
• João M. Carvalho, Susana Brás, Armando J. Pinho. Compression-Based Classification of ECG Using First-Order Derivatives. 10th EAI International Conference, INTETAIN 2018, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Guimarães, Portugal, vol. 273, p. 27-36, March 2019
• João M. Carvalho, Susana Brás, Armando J. Pinho. The Impact of Noise Removal on a Compression-based ECG Biometric Identification System. 23rd Portuguese Conference on Pattern Recognition (RecPad), Lisboa, October 2017
• João M. Carvalho, Susana Brás, Jacqueline Ferreira, Sandra C. Soares, Armando J. Pinho. Impact of the acquisition time on ECG compression-based biometric identification systems. IbPRIA 2017 - 8th Iberian Conference on Pattern Recognition and Image Analysis, Faro, Portugal, vol. LNCS 10255, p. 169-176, June 2017
• João M. Carvalho, Armando J. Pinho, Susana Brás. Irregularity Detection in ECG signal using a semi-fiducial method. 22nd Portuguese Conference on Pattern Recognition (RecPad), Aveiro, Portugal, October 2016

PhD thesis

• João M. Carvalho. Compression-based Pattern Recognition: An Example on ECG Biometrics. PhD Thesis, Universidade de Aveiro, May 2022