Algoritmi | User | OliveiraDomingosDomingos Filipe Oliveira
OliveiraDomingosDomingos Filipe Oliveira
OliveiraDomingosDomingos Filipe Oliveira
At Algoritmi
Academic Degree
MSc
Current Position
Assistant Researcher at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
ID8132@alunos.uminho.ptOrcid
0000-0002-2890-0655Researcher ID
AEJ-8649-2022Ciência ID
5015-7677-2899Google Scholar
https://scholar.google.com/citations?user=tJYJAZcAAAAJ&hl=pt-PTh-index
0Publications
0Editorial
0Citations
0Q1 / Q2
0About Me 
Domingos Filipe de Oliveira is a researcher with the Software Engineering and Information Systems Group at the Centre for Research on Sustainable Development in Engineering (CIDE) at Mandume Ya Ndemufayo University, and with the Software-Based Information Systems Engineering and Management Group (SEMAG) at the Algoritmi Research Centre at the University of Minho. He is an assistant professor in the Department of Informatics and Computing at Mandume Ya Ndemufayo University, where he teaches several courses in software engineering, software project management, information systems, and systems integration. He is the coordinator of the Specialisation Course in Software Development. PhD in Technology and Information Systems from the University of Minho and a Master’s degree in Computer Engineering from the University of Beira Interior. During the 2014–2015 academic year, he participated in a teacher certification program at the Department of Computer Engineering at the University of Coimbra, in Coimbra, Portugal.
Publications (13)
Integrating PDCA and CRISP-DM: A Design Science Framework for Quality Assurance and Control in Data Science Projects
2026 | book-chapter
FMEA based prescriptive model for equipment repair guidance
Frontiers in Artificial Intelligence
2025 | journal-article
Process for Evaluating the Content of Forms for the Evaluation and Validation of Quality Assurance and Control Frameworks in Data Science Projects
2025 | book-chapter
Active Learning in the Detection of Anomalies in Cryptocurrency Transactions
Machine Learning and Knowledge Extraction
2023 | journal-article
Framework for Quality Assurance and Quality Control in DL Systems
2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)
2023 | conference-paper
Development of a Self-diagnostic System Integrated into a Cyber-Physical System
Computers
2022 | journal-article
Performance Comparison of Machine Learning Algorithms in Classifying Information Technologies Incident Tickets
AI
2022 | journal-article
Development of a Self-Diagnosis Tests System for Integration in a Cyber-Physical System
SSRN
2022 | other
Development of Deep Learning Systems: A Data Science Project Approach
2022 | book-chapter
Position Paper: Quality Assurance in Deep Learning Systems
Proceedings of the 11th International Conference on Data Science, Technology and Applications
2022 | other
Informática em Biodiversidade
| other
Sistemas de Informação nas PMEs Angolanas: Um Guia de Implementação
| dissertation-thesis
Utilização das Aplicações Telemáticas no Monitoramento de Pastagem de Gado nas Comunidades Rurais em Angola
| other
Fundings (2)
Test System Intelligent Machines
Fundação para a Ciência e a Tecnologia
2021-07 to 2022-03 | POCI-01-0247-FEDER-040130
Geosciences, Development and Sustainability: Africa and Europe together
União Europeia
2022-02 to 2026-06 | 101082202-GEODES-ERASMUS-EDU-2022
Integrating PDCA and CRISP-DM: A Design Science Framework for Quality Assurance and Control in Data Science Projects
2026 | book-chapter
FMEA based prescriptive model for equipment repair guidance
Frontiers in Artificial Intelligence
2025 | journal-article
Process for Evaluating the Content of Forms for the Evaluation and Validation of Quality Assurance and Control Frameworks in Data Science Projects
2025 | book-chapter
Active Learning in the Detection of Anomalies in Cryptocurrency Transactions
Machine Learning and Knowledge Extraction
2023 | journal-article
Framework for Quality Assurance and Quality Control in DL Systems
2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)
2023 | conference-paper
Development of a Self-diagnostic System Integrated into a Cyber-Physical System
Computers
2022 | journal-article
Performance Comparison of Machine Learning Algorithms in Classifying Information Technologies Incident Tickets
AI
2022 | journal-article
Development of a Self-Diagnosis Tests System for Integration in a Cyber-Physical System
SSRN
2022 | other
Development of Deep Learning Systems: A Data Science Project Approach
2022 | book-chapter
Position Paper: Quality Assurance in Deep Learning Systems
Proceedings of the 11th International Conference on Data Science, Technology and Applications
2022 | other
Informática em Biodiversidade
| other
Sistemas de Informação nas PMEs Angolanas: Um Guia de Implementação
| dissertation-thesis
Utilização das Aplicações Telemáticas no Monitoramento de Pastagem de Gado nas Comunidades Rurais em Angola
| other
Test System Intelligent Machines
Fundação para a Ciência e a Tecnologia
2021-07 to 2022-03 | POCI-01-0247-FEDER-040130
Geosciences, Development and Sustainability: Africa and Europe together
União Europeia
2022-02 to 2026-06 | 101082202-GEODES-ERASMUS-EDU-2022
