1
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
INDEXED IN: Scopus WOS DBLP CrossRef
3
TITLE: Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants
AUTHORS: Medeiros, Goncalo; Marcondes, Francisco S.; António P. Oliveira de Carvalho; José Machado ; Paulo Novais;
PUBLISHED: 2025, SOURCE: 18th Ibero-American Conference on Artificial Intelligence-IBERAMIA-Biennial in ADVANCES IN ARTIFICIAL INTELLIGENCE-IBERAMIA 2024, VOLUME: 15277
INDEXED IN: Scopus WOS DBLP CrossRef
4
TITLE: Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant
AUTHORS: António P. Oliveira de Carvalho; Marcondes, Francisco S.; Duarte, M. Salome; Duraes, Dalila; Martins, Gilberto; Paulo Novais;
PUBLISHED: 2024, SOURCE: 12th World Conference on Information Systems and Technologies (WorldCIST) in GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, WORLDCIST 2024, VOLUME: 986
INDEXED IN: Scopus WOS DBLP CrossRef Handle
5
TITLE: Next-Generation Surveillance: Exploring the Intersection of Artificial Intelligence and Security
AUTHORS: Ribeiro, Tiago; António P. Oliveira de Carvalho; Manuel Rodrigues ;
PUBLISHED: 2024, SOURCE: Intelligent Systems Conference in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, INTELLISYS 2024, VOLUME: 1066
INDEXED IN: Scopus WOS CrossRef