Dalila Alves Duraes
AuthID: R-002-D58
1
TITLE: Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance
AUTHORS: Duraes, Dalila; Lacerda, Beatriz; Bezerra, Rita; Novais, Paulo;
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; Novais, Paulo;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
2
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
3
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; 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: António P. Oliveira de Carvalho; 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
4
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
DBLP5
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
6
TITLE: Forecasting and AI-Powered Exploration of Student Choices Across Differents Types of Mathematics in Pre-university School
AUTHORS: Rita Bezerra; Dalila Durães; Paulo Novais;
PUBLISHED: 2025, SOURCE: 14th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning, mis4TEL 2024 in Lecture Notes in Networks and Systems, VOLUME: 1308 LNNS
AUTHORS: Rita Bezerra; Dalila Durães; Paulo Novais;
PUBLISHED: 2025, SOURCE: 14th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning, mis4TEL 2024 in Lecture Notes in Networks and Systems, VOLUME: 1308 LNNS
7
TITLE: Sentiment Analysis for Academic Interest
AUTHORS: Renata Magalhães; Francisco Marcondes; Dalila Alves Durães; Novais, P;
PUBLISHED: 2025, SOURCE: 1st International Workshop on AI in Education and Educational Research, AIEER 2024 in Communications in Computer and Information Science, VOLUME: 2519 CCIS
AUTHORS: Renata Magalhães; Francisco Marcondes; Dalila Alves Durães; Novais, P;
PUBLISHED: 2025, SOURCE: 1st International Workshop on AI in Education and Educational Research, AIEER 2024 in Communications in Computer and Information Science, VOLUME: 2519 CCIS
8
TITLE: Explainable Artificial Intelligence for Audio-based Detection of Emergency Vehicles
AUTHORS: Sara Balderas Díaz; Gabriel Guerrero Contreras; Andrés Muñoz; Dalila Durães; Paulo Novais;
PUBLISHED: 2025, SOURCE: 21st International Conference on Intelligent Environments, IE 2025, Darmstadt, Germany, June 23-26, 2025
AUTHORS: Sara Balderas Díaz; Gabriel Guerrero Contreras; Andrés Muñoz; Dalila Durães; Paulo Novais;
PUBLISHED: 2025, SOURCE: 21st International Conference on Intelligent Environments, IE 2025, Darmstadt, Germany, June 23-26, 2025
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP9
TITLE: Multimodal object detection: an architecture using feature-level fusion and deep learning Full Text
AUTHORS: Rui Silva; Eduardo Coelho; Nuno Pimenta; Dalila Alves Durães; Victor Alves; Lourenço C Bandeira; José Manuel Ferreira Machado; Novais, P; Pedro Melo Pinto;
PUBLISHED: 2025, SOURCE: Neural Computing and Applications
AUTHORS: Rui Silva; Eduardo Coelho; Nuno Pimenta; Dalila Alves Durães; Victor Alves; Lourenço C Bandeira; José Manuel Ferreira Machado; Novais, P; Pedro Melo Pinto;
PUBLISHED: 2025, SOURCE: Neural Computing and Applications
10
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
