Hélder Aniceto Amadeu de Sousa Daniel (8611-F1F5-1240)

Curriculum Vitae

Hélder Aniceto Amadeu de Sousa Daniel

Nova-Lincs Group: Intelligent Systems Research Topics: Artificial intelligence; Machine learning; Deep learning; High performance computing Google scholar: https://scholar.google.ca/citations?user=9mKfTocAAAAJ&hl=vi Helder Daniel received his PhD in Electronic Engineering and Computation from the University of Algarve in 2004, for his research work on automatic parallelization of matrix algorithms. Currently he is a faculty member at the Faculty of Sciences and Technology of University of Algarve. In the past he served as President of the Pedagogical Council (2018) and as Director of the Undergraduate Informatics Engineering programme (2016-2018), all at the University of Algarve. His main research interests are artificial intelligence, deep learning and high performance computing. Recent and ongoing research includes time series analysis and characterization, applied on fault identification, while a researcher with the following projects: Deep generative models for data augmentation in fault detection 2023.10664.CPCA.A0 Co-Principal Investigator (Co-PI) Multimodal Deep Leaning of Deterioration and Fault Prognosis for Wind Turbine Drivetrains MOST: 2016YFE0132200 Researcher Selected Publications: Daniel, H., S. Baltazar, J. Oliveira (2023). Wind turbine gearbox fault identification with 1D CNNs [Poster]. Encontro da Rede Nacional de Computação Avançada 2023, Universidade de Trás-os-Montes e Alto Douro, Portugal. Baltazar S., J. Oliveira, H. Daniel, C. Li (2018) A review on neurocomputing based wind turbines fault diagnosis and prognosis. International Prognostics and Health Management Conference, Chongqing, China Leila, Azari, A. M. Rahmani, H. A.Daniel, N. N. Qaderd (2018), A data replication algorithm for groups of files in data grids, Journal of Parallel and Distributed Computing vol. 113, pp 115-126, https://doi.org/10.1016/j.jpdc.2017.10.008 Oliveira, J., S. Baltazar e H. Daniel (2017). On asynchronous parallelization of order-based GA over grid-enabled heterogenous commodity hardware, Soft Computing, vol. 21, pp. 6351–6368. Springer. https://doi.org/10.1007/s00500-016-2190-2 Daniel, H. e A. Ruano (2004). Speeding up a learning algorithm for multilayer perceptrons using the MAPS environment, Proc. 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, Portugal, Vol. 2, pp. 399-404

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Identification

Personal identification

Full name: Hélder Aniceto Amadeu de Sousa Daniel

Citation names

Daniel, Helder

Author identifiers

Ciência ID: 8611-F1F5-1240
ORCID iD: 0000-0002-4477-736X

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language	Speaking	Reading	Writing	Listening
Portuguese (Mother tongue)
English	Intermediate (B1)	Advanced (C1)	Intermediate (B1)	Intermediate (B1)
French	Beginner (A1)	Intermediate (B1)	Beginner (A1)	Beginner (A1)
Spanish; Castilian	Beginner (A1)	Intermediate (B1)	Beginner (A1)	Intermediate (B1)

Education

	Degree	Classification
2004/09/10 Concluded	Engenharia electrónica e computação (Doutoramento) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal "Paralelização automática de algoritmos matriciais" (THESIS/DISSERTATION)	Aprovado
1994 Concluded	Informática de sistemas (Licenciatura) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal "Paralelização do método de Gauss-Jordan de resolução de sistemas de equações lineares" (THESIS/DISSERTATION)	Bom (14)

Affiliation

Science

	Category Host institution	Employer
2010 - 2017/12/31	Auxiliary Researcher (Research)	Universidade do Algarve Centro de Investigação sobre Espaço e Organizações, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2004/10/15 - Current	Assistant Professor (University Teacher)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve, Portugal
2000/01/01 - 2004/10/15	Trainee Assistant (University Teacher)	Universidade do Algarve, Portugal

Positions / Appointments

	Category Host institution	Employer
2018/03/15 - 2018/10/08	President of the Pedagogic Council	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal

2016 - 2018/10/08	Pedagogic council member	Universidade do Algarve, Portugal

2016 - 2018/10/08	Undergraduate Informatics Engineering programme director	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve, Portugal

Projects

Grant

	Designation	Funders
2024/03/01 - 2029/02/28	H2tALENT HORIZON-JTI-CLEANH2-2023-1 Researcher
2023/01/01 - 2025/12/31	EUROHPC phase 2 - EuroCC2 10110190 Researcher Universidade do Algarve, Portugal	Fundação para a Ciência e a Tecnologia Ongoing

Contract

	Designation	Funders
2025/04/01 - 2026/01/31	Portuguese synthetic speech detection for public administration 2024.07291.IACDC 10.54499/2024.07291.IACDC Researcher Universidade do Algarve, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2024/01/15 - 2024/07/15	Deep generative models for data augmentation in fault detection 2023.10664.CPCA.A0 10.54499/2023.10664.CPCA.A0 Researcher Universidade do Algarve, Portugal	Fundação para a Ciência e a Tecnologia Concluded

Other

	Designation	Funders
2017/02/01 - 2020/01/31	Multimodal Deep Leaning of Deterioration and Fault Prognosis for Wind Turbine Drivetrains MOST: 2016YFE0132200 Researcher Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal	Concluded

Outputs

Publications

Conference paper	Baltazar, Sérgio; Daniel, Helder; Valente de Oliveira, JOSÉ. "A review on neurocomputing based wind turbines fault diagnosis and prognosis". Paper presented in A review on neurocomputing based wind turbines fault diagnosis and prognosis, Chongqing, 2018. Daniel, Helder. "Intensive software testing and evaluation on a grid". Paper presented in V International Conference on Multimedia and ICT in Education (m-ICTE2009), Faro, 2009. Daniel, Helder; António Eduardo de Barros Ruano. "Speeding up a learning algorithm for multilayer perceptrons using the MAPS environment". Paper presented in 6th Portuguese Conference on Automatic Control (Controlo 2004), Faro, 2004. Published Daniel, Helder. "Automatic parallelization of an Adaptive Generalized Predictive Control Algorithm using MAPS 1.0 Environment". Paper presented in 6th IFAC/IFIP Workshop on Algorithms and Architectures for Real - Time Control (AARTC 2000), Palma de Mallorca, 2000. Daniel, Helder. "Automatic parallelization of matricial algorithms". Beijing, 1999. Daniel, Helder. "Parallel Implementation of an Adaptive Generalized Predictive Control Algorithm". Paper presented in Proc. 4th European Control Conference (ECC 97), Brussels, 1997. Daniel, Helder. "Adaptive Generalized Predictive Control Algorithm Implemented over an Heterogeneous Parallel Architecture". Paper presented in 4th IFAC International Workshop on Distributed Computer Control Systems, Seoul, 1997. Daniel, Helder. "Adaptive Generalized Predictive Control Algorithm Implemented over a DSP Network". Paper presented in Proc 8th Annual International Conference on SignalProcessing Applications and Technology (ICSPAT 97), San Diego, 1997.
Conference poster	Daniel, Helder; Baltazar, Sérgio; Valente de Oliveira, JOSÉ. "Wind turbine gearbox fault identification with 1D CNNs". 2023.
Journal article	Azari, Leila; Rahmani, Amir Masoud; Daniel, Helder A.; Qader, Nooruldeen Nasih. "A data replication algorithm for groups of files in data grids". Journal of Parallel and Distributed Computing 113 (2018): 115-126. http://dx.doi.org/10.1016/j.jpdc.2017.10.008. 10.1016/j.jpdc.2017.10.008 Rahmani, Amir Masoud; Azari, Leila; Daniel, Helder A.. "A File Group Data Replication Algorithm for Data Grids". Journal of Grid Computing 15 3 (2017): 379-393. http://dx.doi.org/10.1007/s10723-017-9407-1. 10.1007/s10723-017-9407-1 Valente de Oliveira, José; Baltazar, Sérgio; Daniel, Helder. "On asynchronous parallelization of order-based GA over grid-enabled heterogenous commodity hardware". Soft Computing 21 21 (2016): 6351-6368. http://dx.doi.org/10.1007/s00500-016-2190-2. 10.1007/s00500-016-2190-2
Magazine article	Daniel, Helder. "Performance comparison of parallel architectures for real- time control", Microprocessors and Microsystems, 1999
Thesis / Dissertation	Daniel, Helder. "Paralelização automática de algoritmos matriciais.~". PhD, Universidade do Algarve, 2004. Daniel, Helder. "Paralelização do método de Gauss-Jordan de resolução de sistemas de equações lineares". Degree, Universidade do Algarve, 1994.