Virginie dos Santos Felizardo

Virginie Felizardo

Academic position:	Researcher
Joining date:	01-06-2012
Roles in IT:	Researcher
Thematic Line:	Networks and Services
Group:	Network Architectures and Protocols – Cv

Email: Send Email
Address: IT Branch – Covilhã
Faculdade de Engenharia
Covilhã
6201-001
Tel: 275329953

https://www.orcid.org/0000-0001-6874-3263

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10-04-2023

Out now IT NEWS nr. 105

The 105th issue of our newsletter is out, bringing you all of IT's March highlights. Click to find out more!

09-06-2022

Open call for IT Labs at “Ciência Viva no Laboratório - Criação Futuro 2022”

IT participates in the “Ciência Viva no Laboratório - Criação Futuro 2022” program, a scientific occupation for young students on vacation.

Scientific Achievements

Degrees

PhD, Universidade da Beira Interior, 01-03-2023

Affiliations

Universidade da Beira Interior, 01-09-2023, Guest Assistant Professor
Instituto de Telecomunicações, 01-03-2023, PhD Researcher

Expertise Topics

Medical Informatics, Biosignal processing, Predictive algorithms, Machine learning and feature engineering.

Academic Activities

3Lecture courses

Bioinformatics, Universidade da Beira Interior, Biomedical Sciences, Biotechnology and Biochemistry
Telemedicine, Universidade da Beira Interior, Biomedical Sciences
Advanced bionic systems, Universidade da Beira Interior, Biomedical Sciences

Publications

9Books Chapters

V. Felizardo, PEL: Population-Enhanced Learning Classification for ECG Signal Analysis., Chapter in, Advances in Optimization Algorithms for Multidisciplinary Engineering Applications: From Classical Methods to AI-Enhanced Solutions., Springer, n/a, 2025
N. Pombo, N. M. Garcia, V. Felizardo, Towards interoperable enhanced living environments, Chapter in, Active and Assisted Living: Technologies and Applications, IET, London, 2016
V. Felizardo, Ambient Assisted Living, From Technology to Intervention, Chapter in, Ambient Assisted Living, Nuno M. Garcia, Joel Jose P.C. Rodrigues, CRC Press, Boca Raton, 2015
V. Felizardo, A review of Monitoring and Therapeutic Assisted Technologies for AAL applications, Chapter in, Ambient Assisted Living, Nuno M. Garcia, Joel Jose P.C. Rodrigues, CRC Press, Boca Raton, 2015
V. Felizardo, Artificial Neural Learning Based on Big Data Process for e-Health Applications, Chapter in, Artificial Intelligence Technologies and the Evolution of Web 3.0, Tomayess Issa and Pedro Isaías, IGI GLobal, International Publisher of Information Science and Technology Research, n/a, 2015
V. Felizardo, mHealth Sensors and Applications for Personal Aid, Chapter in, Mobile Health, a Technology Road Map, Sasan Adibi, Springer International Publishing Switzerland, n/a, 2015
V. Felizardo, E-Health: Current Status and Future Trends,, Chapter in, Handbook of Research on Democratic Strategies and Citizen- Centered E-Government Services, IGI Global, n/a, 2014
V. Felizardo, Machine Learning Approaches to Automated Medical Decision Support Systems, Chapter in, Handbook of Research on Artificial Intelligence Techniques and Algorithms (2 Volumes), IGI Global, n/a, 2014
V. Felizardo, Energy-Harvesting Methods for Medical Devices, Chapter in, Rechargeable Sensor Networks: Technology, Theory, and Application, World Scientific Publishing, n/a, 2014

11Papers in Journals

V. Felizardo, Voice analysis in Parkinson’s disease - a systematic literature review, Artificial Intelligence in Medicine, Vol. 163, No., pp. 103109 - 103109, May, 2025 | BibTex
V. Felizardo, A cluster-based opposition differential evolution algorithm boosted by a local search for ECG signal classification, Journal of Computational Science, Vol. 86, No., pp. 102541 - 102541, April, 2025 | BibTex
N. M. Garcia, V. Felizardo, ECG Forecasting System Based on Long Short-Term Memory, bioengineering, Vol. 11, No. 1, pp. 89 - 89, January, 2024 | BibTex
N. M. Garcia, N. Pombo, V. Felizardo, F. Babic, M. Castelo-Branco, I. Megdiche, Hypoglycaemia prediction using information fusion and classifiers consensus, Engineering Applications of Artificial Intelligence, Vol. 123, No. 106194, pp. 106194 - 106194, August, 2023 | Full text (PDF 1 MB) | BibTex
V. Felizardo, D. Machado, N. M. Garcia, N. Pombo, P. Brandão, Hypoglycaemia Prediction Models With Auto Explanation, IEEE Access, Vol. 10, No. 6, pp. 57930 - 57941, June, 2022,
| Abstract | Full text (PDF 2 MBs) | BibTex
V. Felizardo, N. M. Garcia, N. Pombo, I. Megdiche, Data-based algorithms and models using diabetics real data for blood glucose and hypoglycaemia prediction – a systematic literature review, Artificial Intelligence in Medicine, Vol. 2021, No. 102120, pp. 102120 - 102120, May, 2021 | BibTex
I. Matias, N. M. Garcia, S. Pirbhulal, V. Felizardo, N. Pombo, H. Zacarias, M. Sousa, E. Zdravevski, Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review, Computer Science Review, Vol. 39, No. 12, pp. 100334 - 100334, February, 2021 | BibTex
L. Pereira, N. Pombo, S. Ouhbi, V. Felizardo, N. M. Garcia, Clinical Decision Support Systems for Chronic Diseases: A Systematic Literature Review, Computer Methods and Programs in Biomedicine, Vol. 0, No. 0, pp. 105565 - 105565, May, 2020 | BibTex
I.M.P. Pires, V. Felizardo, N. Pombo, M. Drobics, N. M. Garcia, FR Florez-Revulta, Validation of a method for the estimation of energy expenditure during physical activity using a mobile device accelerometer, Journal of Ambient Intelligence and Smart Environments, Vol. 10, No. 4, pp. 315 - 326, August, 2018 | Full text (PDF 371 KBs) | BibTex
N. M. Garcia, V. Felizardo, TICE.Healthy: Integração de soluções TIC para a, RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, Vol., No., pp. -, December, 2014 | BibTex
N. M. Garcia, V. Felizardo, Acquisition of Multiple Physiological Parameters During Physical Exercise, International Journal of E-Health and Medical Communications, Vol. 2, No. 4, pp. 37 - 49, October, 2011 | BibTex

12Papers in Conferences

V. Felizardo, Unified Parkinson’s Disease Rating Scale Rest Tremor Score Estimation Using the Fundamental Frequency., 11th International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AWE, Porto, Portugal, April, 2025 | BibTex
V. Felizardo, Epileptic seizure prediction using EEG peripheral channels, Portuguese Meeting on Bioengineering (ENBENG), Porto, Portugal, June, 2023 | BibTex
V. Felizardo, Gender Classification Using nonstandard ECG Signals-A Conceptual Framework of Implementation, EAI International Conference on IoT Technologies for HealthCare, Braga, Portugal, November, 2022 | BibTex
V. Felizardo, Towards Machine Learning Enabled Security Framework for IoT-based Healthcare, International Conference on Sensing Technology, ICST, Sydney, Australia, December, 2019 | BibTex
I.M.P. Pires, V. Felizardo, N. Pombo, N. M. Garcia, Limitations of energy expenditure calculation based on a mobile phone accelerometer, International Conference on High Performance Computing & Simulation HPCS, Genova, Italy, July, 2017 | BibTex
V. Felizardo, Elderly mobility analysis during Timed Up and Go test using biosignals, International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, special track Emergent Technologies For Ambient Assisted Living (ETAAL),, Vila real, Portugal, December, 2016 | BibTex
V. Felizardo, Contribution of Biosignals for Emotional Analysis on Image Perception, International Conference on Technologies for Active and Assisted Living (TechAAL 2016),, London, United Kingdom, October, 2016 | BibTex
V. Felizardo, lectrocardiography, Electromyography, and Accelerometry Signals Collected with BITalino While Swimming: Device Assembly and Preliminary Results, IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP 2016), Cluj-Napoca, Romania, September, 2016 | BibTex
V. Felizardo, Metabolic.Care: a novel solution based on a thermography for detection of diabetic foot,, International Conference on Ambient Intelligence, Valencia, Spain, June, 2016 | BibTex
V. Felizardo, Big Data Reduction Using Radial Basis Function Neural Network: A Predictive Model for ECG Waveform for eHealth platform integration, IEEE 16th International Conference on eHealth Networking, Application and Services (IEEE HealthCom 2014),, Natal, Brazil, October, 2014 | BibTex
V. Felizardo, Metabolic.Care – A hardware and software platform to monitor and assess diabetic foot condition, IEEE 16th International Conference on eHealth Networking, Application and Services (IEEE HealthCom 2014),, Natal, Brazil, October, 2014 | BibTex
V. Felizardo, TICE-Healthy: a perspective on medical information integration, IEEE-EMBS International Conferences on Biomedical and Health Informatics, Valencia, Spain, June, 2014 | BibTex

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):

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