Logo LNEC
ENGENHARIA PARA A SOCIEDADE
        PTEN

        Follow us on our Social Media

        António Ferreira Antunes
        António Ferreira Antunes
        António Ferreira Antunes
        António Ferreira Antunes
        Curriculum Vitae
        António Ferreira Antunes

        Curriculum Vitae

        António Ferreira Antunes

        Assistant Researcher

        aantunes@lnec.pt

        218 443 762

        Ciência ID - 251A-1393-F972

        ORCID ID - 0000-0001-7707-9202


        Professional Situation

        Assistant Researcher LNEC


        Academic and Scientific Degrees

        • Ph.D. (2020 - em curso)
          • Information Sciences and Technologies
          • Theme/Dissertation: "Application of Semantic Web techniques in Data Warehouse and Business Intelligence systems"
          • ISCTE - University Institute of Lisbon, Portugal
        • Masters (2015-2017)
          • Computer Engineering (with a specialization in Information Systems and Knowledge Management)
          • Theme/Dissertation: ""Big data analytics applied to sensor data of engineering structures: automatic detection of outliers"
          • ISCTE - University Institute of Lisbon, Portugal
        • Degree (2012 – 2015)
          • Computer Engineering
          • ISCTE - University Institute of Lisbon, Portugal

        Functions and Relevant Public Offices

        • PhD Research Grant (2022 - ongoing)
          • Foundation for Science and Technology (w/Majoration LNEC)
        • Scientific Research Initiation Fellow (2012 – 2015)
          • LNEC, Portugal

        Areas of Research / Interest

        • Business Intelligence / Data Warehouse Systems
        • Semantic Web and Ontologies
        • Machine Learning
        • Data Mining

        Research and Professional Activity

        • Participation in Research Projects:
          • CoDEC – Connected Data for Effective Collaboration
          • ARIADNEplus - Advanced Research Infrastructure for Archaeological Data Networking in Europe – plus
          • European forum and oBsErvatory for OPEN science in transport
          • BI-LNEC - Instrumentos de gestão e de monitorização no LNEC
          • INCD - Infraestrutura Nacional de Computação Distribuída
          • OPENCoastS - Coastal circulation on-demand forecast
        • Teaching in Higher Education
          • Data Warehouse and Business Intelligence Systems
          • Design and Development of Business Intelligence Applications
          • IT Decision Support Systems I
          • Introduction to Programming

        Relevant Publications

        • Conference papers:
          • Cardoso, E.; Santos, D.;  Costa, D.; Caçador, F.; Antunes, A.; Ramos, R. "Learning Scorecard:  Monitor and Foster Student Learning through Gamification". Trabalho  apresentado em 2nd International Workshop on Educational Knowledge  Management, Bolonha, 2016.
          • Cardoso, E.; Santos, D.; Costa, D.;  Caçador, F.; Antunes, A.; Ramos, R. "Learning scorecard: monitor and  foster student learning through gamification". 2017.  10.1007/978-3-319-58694-6_5
          • Antunes, A. L.; Cardoso, E.;  Barateiro, J. "Adding value to sensor data of civil engineering  structures: automatic outlier detection". 2018.  10.1109/IISA.2018.8633586
          • Biswas, S., Proust, J., Andriejauskas,  T., Wright, A., van Geem, C., Kokot, D., Antunes, A., ... &  Jovanovic, U. (2021, November). CoDEC: Connected Data For Road  Infrastructure Asset Management. In IOP Conference Series: Materials  Science and Engineering (Vol. 1202, No. 1, p. 012002). IOP Publishing.
          • Biswas,  S., Proust, J., Andriejauskas, T., Wright, A., Van Geem, C., Kokot, D.,  Antunes, A., ... & Petrović, J. (2022). Demonstrating Connectivity  and Exchange of Data Between BIM and Asset Management Systems in Road  Infrastructure Asset Management. In International Road Federation World  Meeting & Exhibition (pp. 379-392). Springer, Cham.
          • Moreira,  J. M., ... Antunes, A. & Cardoso, E. "Development of Plan S  monitoring and compliance tool in the context of PTCRIS for Portuguese  National Science Foundation.". CRIS2022 (2022).
          • Marecos, V;  Antunes, A; Petrovic, J.; Barateiro, J. "Nova Abordagem Para Sistemas De  Gestão De Pontes Usando BIM”. 10º CRP (2022)
          • Oliveira, B.,  Henriques, A., Oliveira,  ́O., Duarte, A., Santos, V., Antunes, A. And  Cardoso, E. (2023). "A measure data catalog for dashboard management and  validation”. In Proceedings of the 12th International Conference on  Data Science, Technology and Applications - DATA
          • Antunes, A. L.,  Lopes, M., Barateiro, J., & Cardoso, E. (2023). "GELCO: Gamified  Educational Learning Contents Ontology.” In Proceedings of the 23rd  Conference of the Portuguese Association for Information Systems (CAPSI  2023)
        • Journal articles:
          • Mata , J; Salazar, F.;  Barateiro, J.; Antunes, A. L. "Validation of Machine Learning Models  for Structural Dam Behaviour Interpretation and Prediction". Water  (2021): https://www.mdpi.com/2073-4441/13/19/2717. 10.3390/w13192717
          • Rico,  João; Barateiro, José; Mata, Juan; Antunes, António; Cardoso, Elsa.  "Applying Advanced Data Analytics and Machine Learning to Enhance the  Safety Control of Dams". In Learning and Analytics in Intelligent  Systems, 315-350. Springer International Publishing, 2019.  10.1007/978-3-030-15628-2_10
          • Lorvão Antunes, A., Cardoso, E.  & Barateiro. J. (2022). "Incorporation of Ontologies in Data  Warehouse/Business Intelligence Systems - A Systematic Literature  Review.” International Journal of Information Management Data Insights,  2(2), 100131
          • Lorvão Antunes, A., Barateiro. J., Marecos, V.,  Petrovic, J. & Cardoso, E. (2024). Ontology-based BIM-AMS  Integration in European Highways. Intelligent Systems with Applications,  200366. 15
          • Lorvão Antunes, A., Barateiro. J. & Cardoso, E.  The Balanced Scorecard Ontology: A Semantic Approach to Enhance Strategy  Management. (in review process)
          • Antunes, António Lorvão., José  Barateiro, & Elsa Cardoso. "Strategic Analysis in the Public Sector  using Semantic Web Technologies." Digital Government: Research and  Practice (2024).
          • Mata J, Miranda F, Antunes A, Romão X, Pedro  Santos J. "Characterization of Relative Movements between Blocks  Observed in a Concrete Dam and Definition of Thresholds for Novelty  Identification Based on Machine Learning Models.” Water. 2023;  15(2):297. https://doi.org/10.3390/w15020297
          • Moreira, J. M.,  Pardelha, F. A., Laranjeira, C., Pereira, F., Novais, J., Lopes, P.,  Lorvão Antunes, A. & Cardoso, E. (2023). "Desafios no  desenvolvimento de uma ferramenta de monitorização e conformidade com  políticas de Ciência Aberta no âmbito de financiamento pela Fundação  para a Ciência e Tecnologia”. Revista Científica da UEM: Série Letras e  Ciências Sociais, 4(1).
          • Moreira, J. M., Pardelha, F.,  Laranjeira, C., Pereira, F., Novais, J., Lopes, P., Lorvão Antunes, A  & Cardoso, E. (2022). "Development of Plan S monitoring and  compliance tool in the context of PTCRIS for Portuguese National Science  Foundation”. Procedia Computer Science, 211, 151-161.