Paulo Jorge Freitas de Oliveira Novais
AuthID: R-000-EE4
31
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
32
TITLE: Towards Transparent AI: How will the AI Act Shape the Future?
AUTHORS: Nídia Andrade Moreira; Pedro Miguel Freitas; 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: Nídia Andrade Moreira; Pedro Miguel Freitas; 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
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP IN MY: DBLP
DBLP33
TITLE: Anthropocentric AI for EU Consumer Lending - 'Hacking' Opacity and Discrimination 'Sins' Powered by Creditworthiness Machines
AUTHORS: Diogo Morgado Rebelo; Francisco Pacheco de Andrade; 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: Diogo Morgado Rebelo; Francisco Pacheco de Andrade; 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
INDEXED IN: Scopus DBLP
Scopus DBLP IN MY: DBLP
DBLP34
TITLE: Collaborative Problem-Solving with LLM: A Multi-agent System Approach to Solve Complex Tasks Using Autogen
AUTHORS: Ricardo Barbosa; Ricardo Santos ; Paulo Novais;
PUBLISHED: 2024, SOURCE: International Workshops on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024 in Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - International Workshops of PAAMS 2024, Salamanca, Spain, June 26-28, 2024, Proceedings, VOLUME: 2149
AUTHORS: Ricardo Barbosa; Ricardo Santos ; Paulo Novais;
PUBLISHED: 2024, SOURCE: International Workshops on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2024 in Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - International Workshops of PAAMS 2024, Salamanca, Spain, June 26-28, 2024, Proceedings, VOLUME: 2149
35
TITLE: Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models
AUTHORS: Vaz, Clara B. ; Sena, Ines; Braga, Ana Cristina ; Paulo Novais; Fernandes, Florbela P.; Lima, Jose ; Pereira, Ana I. ;
PUBLISHED: 2024, SOURCE: 4th International Conference on Optimization Learning Algorithms and Applications in OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2024, PT I, VOLUME: 2280
AUTHORS: Vaz, Clara B. ; Sena, Ines; Braga, Ana Cristina ; Paulo Novais; Fernandes, Florbela P.; Lima, Jose ; Pereira, Ana I. ;
PUBLISHED: 2024, SOURCE: 4th International Conference on Optimization Learning Algorithms and Applications in OPTIMIZATION, LEARNING ALGORITHMS AND APPLICATIONS, OL2A 2024, PT I, VOLUME: 2280
36
TITLE: Bus Ridership Prediction and Scenario Analysis through ML and Multi-Agent Simulations
AUTHORS: Marti, Pasqual; Ibanez, Alejandro; Julian, Vicente; Paulo Novais; Jordan, Jaume;
PUBLISHED: 2024, SOURCE: ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, VOLUME: 13
AUTHORS: Marti, Pasqual; Ibanez, Alejandro; Julian, Vicente; Paulo Novais; Jordan, Jaume;
PUBLISHED: 2024, SOURCE: ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, VOLUME: 13
INDEXED IN: Scopus 
WOS
Scopus WOS37
TITLE: Progress in Artificial Intelligence. 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana Do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira ;
PUBLISHED: 2024
AUTHORS: Manuel Filipe Santos; José Machado ; Paulo Novais; Paulo Cortez ; Pedro Miguel Moreira ;
PUBLISHED: 2024
INDEXED IN: 
Openlibrary
Openlibrary38
TITLE: Reusing Past Machine Learning Models Based on Data Similarity Metrics
AUTHORS: Eduardo Peixoto; Davide Carneiro ; Diogo Torres; Bruno Silva; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
AUTHORS: Eduardo Peixoto; Davide Carneiro ; Diogo Torres; Bruno Silva; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
39
TITLE: A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments
AUTHORS: Pedro Oliveira; Antonio Díaz Longueira; Francisco Supino Marcondes; Dalila Durães; José Luís Calvo Rolle; Esteban Jove; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
AUTHORS: Pedro Oliveira; Antonio Díaz Longueira; Francisco Supino Marcondes; Dalila Durães; José Luís Calvo Rolle; Esteban Jove; Paulo Novais;
PUBLISHED: 2024, SOURCE: 15th International Symposium on Ambient Intelligence, ISAmI 2024 in Ambient Intelligence - Software and Applications - 15th International Symposium on Ambient Intelligence, ISAmI 2024, Salamanca, Spain, 26-28 June 2024., VOLUME: 1279
40
TITLE: Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants
AUTHORS: Gonçalo Medeiros; Francisco Supino Marcondes; Pedro Oliveira; José Machado ; Paulo Novais;
PUBLISHED: 2024, SOURCE: 18th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2024 in Advances in Artificial Intelligence - IBERAMIA 2024 - 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024, Proceedings, VOLUME: 15277
AUTHORS: Gonçalo Medeiros; Francisco Supino Marcondes; Pedro Oliveira; José Machado ; Paulo Novais;
PUBLISHED: 2024, SOURCE: 18th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2024 in Advances in Artificial Intelligence - IBERAMIA 2024 - 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024, Proceedings, VOLUME: 15277
