Dalila Alves Duraes
AuthID: R-002-D58
1
TITLE: Data Fusion and Predictive Modeling for Academic Performance Assessment: A Case Study on Grade Variation
AUTHORS: Dalila Alves Durães; Renata Teixeira; Rita A Bezerra; Novais, P;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies, WorldCIST 2025 in Lecture Notes in Networks and Systems, VOLUME: 1514 LNNS
AUTHORS: Dalila Alves Durães; Renata Teixeira; Rita A Bezerra; Novais, P;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies, WorldCIST 2025 in Lecture Notes in Networks and Systems, VOLUME: 1514 LNNS
2
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
3
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
4
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
5
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
DBLP6
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
7
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
8
TITLE: Preface
AUTHORS: Zuzana Kubincová; Dalila Durães; María Cruz Sánchez Gómez; Paulo Novais; Loreto Lancia; Maria Angela Pellegrino;
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: Zuzana Kubincová; Dalila Durães; María Cruz Sánchez Gómez; Paulo Novais; Loreto Lancia; Maria Angela Pellegrino;
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
INDEXED IN: 
Scopus
Scopus9
TITLE: Sentiment Analysis for Academic Interest
AUTHORS: Magalhaes, Renata; Marcondes, Francisco S.; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2025, SOURCE: 1st International Workshop on AI in Education and Educational Research-AIEER in AI IN EDUCATION AND EDUCATIONAL RESEARCH, AIEER 2024, VOLUME: 2519
AUTHORS: Magalhaes, Renata; Marcondes, Francisco S.; Duraes, Dalila; Novais, Paulo;
PUBLISHED: 2025, SOURCE: 1st International Workshop on AI in Education and Educational Research-AIEER in AI IN EDUCATION AND EDUCATIONAL RESEARCH, AIEER 2024, VOLUME: 2519
10
TITLE: Explainable Artificial Intelligence for Audio-based Detection of Emergency Vehicles
AUTHORS: Balderas Diaz, Sara; Guerrero Contreras, Gabriel; Munoz, Andres; Duraes, Dalila; Paulo Novais;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Intelligent Environments-IE-Annual in 2025 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS, IE
AUTHORS: Balderas Diaz, Sara; Guerrero Contreras, Gabriel; Munoz, Andres; Duraes, Dalila; Paulo Novais;
PUBLISHED: 2025, SOURCE: 2025 International Conference on Intelligent Environments-IE-Annual in 2025 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS, IE
INDEXED IN: Scopus 
WOS DBLP
Scopus WOS DBLP IN MY: DBLP
DBLP