Dalila Alves Duraes
AuthID: R-002-D58
1
TITLE: Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting
AUTHORS: António P. Oliveira de Carvalho; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT I, VOLUME: 15346
AUTHORS: António P. Oliveira de Carvalho; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT I, VOLUME: 15346
2
TITLE: Applying multisensor in-car situations to detect violence
AUTHORS: Dalila Durães; Flávio Arthur O Santos; Francisco Supino Marcondes; Niklas Hammerschmidt; Paulo Novais;
PUBLISHED: 2025, SOURCE: Expert Syst. J. Knowl. Eng., VOLUME: 42, ISSUE: 1
AUTHORS: Dalila Durães; Flávio Arthur O Santos; Francisco Supino Marcondes; Niklas Hammerschmidt; Paulo Novais;
PUBLISHED: 2025, SOURCE: Expert Syst. J. Knowl. Eng., VOLUME: 42, ISSUE: 1
INDEXED IN: 
DBLP
DBLP IN MY: DBLP
DBLP3
TITLE: Natural Language Analytics with Generative Large-Language Models - A Practical Approach with Ollama and Open-Source LLMs
AUTHORS: Francisco Supino Marcondes; Adelino Gala; Renata Magalhães; Fernando Perez de Britto; Dalila Durães; Paulo Novais;
PUBLISHED: 2025
AUTHORS: Francisco Supino Marcondes; Adelino Gala; Renata Magalhães; Fernando Perez de Britto; Dalila Durães; Paulo Novais;
PUBLISHED: 2025
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP4
TITLE: The Relevance of Deepfakes in the Administration of Criminal Justice
AUTHORS: Dalila Durães; Pedro Miguel Freitas; Paulo Novais;
PUBLISHED: 2024, SOURCE: Law, Governance and Technology Series, VOLUME: 58
AUTHORS: Dalila Durães; Pedro Miguel Freitas; Paulo Novais;
PUBLISHED: 2024, SOURCE: Law, Governance and Technology Series, VOLUME: 58
5
TITLE: Future of Education on Pre-university Studies
AUTHORS: Bezerra, Rita; Lacerda, Beatriz; Duraes, Dalila; Paulo Novais;
PUBLISHED: 2024, SOURCE: 26th International Conference on Interactive Collaborative Learning (ICL) - Towards a Hybrid, Flexible and Socially Engaged Higher Education / 52nd IGIP International Conference on Engineering Pedagogy in TOWARDS A HYBRID, FLEXIBLE AND SOCIALLY ENGAGED HIGHER EDUCATION, VOL 2, ICL2023, VOLUME: 900
AUTHORS: Bezerra, Rita; Lacerda, Beatriz; Duraes, Dalila; Paulo Novais;
PUBLISHED: 2024, SOURCE: 26th International Conference on Interactive Collaborative Learning (ICL) - Towards a Hybrid, Flexible and Socially Engaged Higher Education / 52nd IGIP International Conference on Engineering Pedagogy in TOWARDS A HYBRID, FLEXIBLE AND SOCIALLY ENGAGED HIGHER EDUCATION, VOL 2, ICL2023, VOLUME: 900
6
TITLE: Study of Detection Object and People with Radar Technology
AUTHORS: Nogueira, Hugo; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801
AUTHORS: Nogueira, Hugo; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023, VOLUME: 801
7
TITLE: Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant
AUTHORS: António P. Oliveira de Carvalho; Marcondes, Francisco S.; Duarte, M. Salome; Duraes, Dalila; Martins, Gilberto; Paulo Novais;
PUBLISHED: 2024, SOURCE: 12th World Conference on Information Systems and Technologies (WorldCIST) in GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, WORLDCIST 2024, VOLUME: 986
AUTHORS: António P. Oliveira de Carvalho; Marcondes, Francisco S.; Duarte, M. Salome; Duraes, Dalila; Martins, Gilberto; Paulo Novais;
PUBLISHED: 2024, SOURCE: 12th World Conference on Information Systems and Technologies (WorldCIST) in GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, WORLDCIST 2024, VOLUME: 986
8
TITLE: AI-Driven Educational Transformation in Secondary Schools: Leveraging Data Insights for Inclusive Learning Environments
AUTHORS: Duraes, Dalila; Bezerra, Rita; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th IEEE Global Engineering Education Conference (IEEE EDUCON) in 2024 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE, EDUCON 2024
AUTHORS: Duraes, Dalila; Bezerra, Rita; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th IEEE Global Engineering Education Conference (IEEE EDUCON) in 2024 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE, EDUCON 2024
INDEXED IN: 
Scopus 
WOS
Scopus WOS9
TITLE: AI-Driven Educational Transformation in Secondary Schools: Leveraging Data Insights for Inclusive Learning Environments
AUTHORS: Dalila Durães; Rita M A Bezerra; Paulo Novais;
PUBLISHED: 2024, SOURCE: IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024
AUTHORS: Dalila Durães; Rita M A Bezerra; Paulo Novais;
PUBLISHED: 2024, SOURCE: IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP10
TITLE: Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance
AUTHORS: Dalila Durães; Beatriz Lacerda; Rita M A Bezerra; Paulo Novais;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I, VOLUME: 14967
AUTHORS: Dalila Durães; Beatriz Lacerda; Rita M A Bezerra; Paulo Novais;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I, VOLUME: 14967
