Dalila Alves Duraes
AuthID: R-002-D58
1
TÃTULO: Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance
AUTORES: Duraes, Dalila; Lacerda, Beatriz; Bezerra, Rita; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
AUTORES: Duraes, Dalila; Lacerda, Beatriz; Bezerra, Rita; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967
2
TÃTULO: A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education
AUTORES: Magalhaes, Renata; Duraes, Dalila; Costa, Antonio; José Machado ; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
AUTORES: Magalhaes, Renata; Duraes, Dalila; Costa, Antonio; José Machado ; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT II, VOLUME: 15347
3
TÃTULO: Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting
AUTORES: António P. Oliveira de Carvalho; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT I, VOLUME: 15346
AUTORES: António P. Oliveira de Carvalho; Franco, Francisco; Bessa, Afonso; Duraes, Dalila; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 25th International Conference on Intelligent Data Engineering and Automated Learning in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2024, PT I, VOLUME: 15346
4
TÃTULO: Applying multisensor in-car situations to detect violence
AUTORES: Dalila Durães; Flávio Arthur O Santos; Francisco Supino Marcondes; Niklas Hammerschmidt; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: Expert Syst. J. Knowl. Eng., VOLUME: 42, NÚMERO: 1
AUTORES: Dalila Durães; Flávio Arthur O Santos; Francisco Supino Marcondes; Niklas Hammerschmidt; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: Expert Syst. J. Knowl. Eng., VOLUME: 42, NÚMERO: 1
INDEXADO EM: 
DBLP
DBLP NO MEU: DBLP
DBLP5
TÃTULO: 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
AUTORES: Francisco Supino Marcondes; Adelino Gala; Renata Magalhães; Fernando Perez de Britto; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: SpringerBriefs in Computer Science, VOLUME: Part F82
AUTORES: Francisco Supino Marcondes; Adelino Gala; Renata Magalhães; Fernando Perez de Britto; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: SpringerBriefs in Computer Science, VOLUME: Part F82
6
TÃTULO: Forecasting and AI-Powered Exploration of Student Choices Across Differents Types of Mathematics in Pre-university School
AUTORES: Rita Bezerra; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 14th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning, mis4TEL 2024 in Lecture Notes in Networks and Systems, VOLUME: 1308 LNNS
AUTORES: Rita Bezerra; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 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
TÃTULO: Sentiment Analysis for Academic Interest
AUTORES: Renata Magalhães; Francisco Marcondes; Dalila Alves Durães; Novais, P;
PUBLICAÇÃO: 2025, FONTE: 1st International Workshop on AI in Education and Educational Research, AIEER 2024 in Communications in Computer and Information Science, VOLUME: 2519 CCIS
AUTORES: Renata Magalhães; Francisco Marcondes; Dalila Alves Durães; Novais, P;
PUBLICAÇÃO: 2025, FONTE: 1st International Workshop on AI in Education and Educational Research, AIEER 2024 in Communications in Computer and Information Science, VOLUME: 2519 CCIS
8
TÃTULO: Explainable Artificial Intelligence for Audio-based Detection of Emergency Vehicles
AUTORES: Sara Balderas Díaz; Gabriel Guerrero Contreras; Andrés Muñoz; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 21st International Conference on Intelligent Environments, IE 2025 in 21st International Conference on Intelligent Environments, IE 2025, Darmstadt, Germany, June 23-26, 2025
AUTORES: Sara Balderas Díaz; Gabriel Guerrero Contreras; Andrés Muñoz; Dalila Durães; Paulo Novais;
PUBLICAÇÃO: 2025, FONTE: 21st International Conference on Intelligent Environments, IE 2025 in 21st International Conference on Intelligent Environments, IE 2025, Darmstadt, Germany, June 23-26, 2025
INDEXADO EM: 
Scopus DBLP
Scopus DBLP NO MEU: DBLP
DBLP9
TÃTULO: Multimodal object detection: an architecture using feature-level fusion and deep learning Full Text
AUTORES: Rui Silva; Eduardo Coelho; Nuno Pimenta; Dalila Durães; Victor Alves; Lourenço Bandeira; José Machado; Paulo Novais; Pedro Melo Pinto;
PUBLICAÇÃO: 2025, FONTE: Neural Comput. Appl., VOLUME: 37, NÚMERO: 29
AUTORES: Rui Silva; Eduardo Coelho; Nuno Pimenta; Dalila Durães; Victor Alves; Lourenço Bandeira; José Machado; Paulo Novais; Pedro Melo Pinto;
PUBLICAÇÃO: 2025, FONTE: Neural Comput. Appl., VOLUME: 37, NÚMERO: 29
10
TÃTULO: Ambient Intelligence Integration in Vocational Education: Evaluating Smart Learning Environments for Digital Skills Development
AUTORES: Ana Costa; Dalila Durães;
PUBLICAÇÃO: 2025, FONTE: Hybrid Artificial Intelligent Systems - 20th International Conference, HAIS 2025, Salamanca, Spain, October 16-17, 2025, Proceedings, Part I, VOLUME: 16202
AUTORES: Ana Costa; Dalila Durães;
PUBLICAÇÃO: 2025, FONTE: Hybrid Artificial Intelligent Systems - 20th International Conference, HAIS 2025, Salamanca, Spain, October 16-17, 2025, Proceedings, Part I, VOLUME: 16202
INDEXADO EM: DBLP 
CrossRef
DBLP CrossRef