Dalila Alves Duraes
AuthID: R-002-D58
1
TITLE: Ambient Intelligence Integration in Vocational Education: Evaluating Smart Learning Environments for Digital Skills Development
AUTHORS: Costaand, Ana; Duraes, Dalila;
PUBLISHED: 2026, SOURCE: 20th International Conference on Hybrid Artificial Intelligence Systems-HAIS-Annual in HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT I, VOLUME: 16202
AUTHORS: Costaand, Ana; Duraes, Dalila;
PUBLISHED: 2026, SOURCE: 20th International Conference on Hybrid Artificial Intelligence Systems-HAIS-Annual in HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT I, VOLUME: 16202
2
TITLE: Data Fusion and Predictive Modeling for Academic Performance Assessment: A Case Study on Grade Variation
AUTHORS: Duraes, Dalila; Teixeira, Renata; Bezerra, Rita; Novais, Paulo;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 1, VOLUME: 1514
AUTHORS: Duraes, Dalila; Teixeira, Renata; Bezerra, Rita; Novais, Paulo;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 1, VOLUME: 1514
3
TITLE: Fine-Tuned Large Language Models for Inclusive Education Athlete Support: Performance Evaluation and Benchmarking
AUTHORS: Ana Costa; Renata Magalhães; Novais, P; Dalila Alves Durães;
PUBLISHED: 2026, SOURCE: 22nd International Conference on Distributed Computing and Artificial Intelligence, DCAI 2025 in Lecture Notes in Networks and Systems, VOLUME: 1598 LNNS
AUTHORS: Ana Costa; Renata Magalhães; Novais, P; Dalila Alves Durães;
PUBLISHED: 2026, SOURCE: 22nd International Conference on Distributed Computing and Artificial Intelligence, DCAI 2025 in Lecture Notes in Networks and Systems, VOLUME: 1598 LNNS
4
TITLE: Exploring Transfer Learning's Impact on the Explainability of Deep Learning Models for Wastewater Treatment Plants' Biogas Production
AUTHORS: Oliveira, Pedro; Bessa, Afonso; Pereira, Joao; Silva, Sergio; Duarte, Maria Salome; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2026, SOURCE: EXPERT SYSTEMS, VOLUME: 43, ISSUE: 4
AUTHORS: Oliveira, Pedro; Bessa, Afonso; Pereira, Joao; Silva, Sergio; Duarte, Maria Salome; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2026, SOURCE: EXPERT SYSTEMS, VOLUME: 43, ISSUE: 4
5
TITLE: Applying multisensor in-car situations to detect violence
AUTHORS: Duraes, Dalila; Santos, Flavio; Marcondes, Francisco S.; Hammerschmidt, Niklas; Paulo Novais ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 1
AUTHORS: Duraes, Dalila; Santos, Flavio; Marcondes, Francisco S.; Hammerschmidt, Niklas; Paulo Novais ;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS, VOLUME: 42, ISSUE: 1
6
TITLE: Behaviour of Machine Learning algorithms in the classification of energy consumption in school buildings
AUTHORS: José Machado ; Chaves, Antonio; Montenegro, Larissa; Alves, C.; Duraes, Dalila; Machado, Ricardo; Paulo Novais ;
PUBLISHED: 2025, SOURCE: LOGIC JOURNAL OF THE IGPL, VOLUME: 33, ISSUE: 5
AUTHORS: José Machado ; Chaves, Antonio; Montenegro, Larissa; Alves, C.; Duraes, Dalila; Machado, Ricardo; Paulo Novais ;
PUBLISHED: 2025, SOURCE: LOGIC JOURNAL OF THE IGPL, VOLUME: 33, ISSUE: 5
7
TITLE: Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance
AUTHORS: Duraes, Dalila; Lacerda, Beatriz; Bezerra, Rita; Paulo Novais ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
AUTHORS: Duraes, Dalila; Lacerda, Beatriz; Bezerra, Rita; Paulo Novais ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
8
TITLE: A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education
AUTHORS: Magalhaes, Renata; Duraes, Dalila; Costa, Antonio ; José Machado ; Paulo Novais ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
AUTHORS: Magalhaes, Renata; Duraes, Dalila; Costa, Antonio ; José Machado ; Paulo Novais ;
PUBLISHED: 2025, SOURCE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
9
TITLE: Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting
AUTHORS: Oliveira, Pedro; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Paulo Novais ;
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: Oliveira, Pedro; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Paulo Novais ;
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
10
TITLE: Natural Language Analytics with Generative Large-Language Models - A Practical Approach with Ollama and Open-Source LLMs. 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, SOURCE: Springerbriefs in Computer Science, VOLUME: Part F82
AUTHORS: Francisco Supino Marcondes; Adelino Gala; Renata Magalhães; Fernando Perez de Britto; Dalila Durães; Paulo Novais ;
PUBLISHED: 2025, SOURCE: Springerbriefs in Computer Science, VOLUME: Part F82
