| Forecasting energy consumption of wastewater treatment plants with a transfer learning approach for sustainable cities P Oliveira, B Fernandes, C Analide, P Novais Electronics 10 (10), 1149, 2021 | 34 | 2021 |
| A review of computational modeling in wastewater treatment processes MS Duarte, G Martins, P Oliveira, B Fernandes, EC Ferreira, MM Alves, ... ACS Es&t Water 4 (3), 784-804, 2023 | 13 | 2023 |
| A deep learning approach to forecast the influent flow in wastewater treatment plants P Oliveira, B Fernandes, F Aguiar, MA Pereira, C Analide, P Novais International conference on intelligent data engineering and automated …, 2020 | 8 | 2020 |
| Multi-step ultraviolet index forecasting using long short-term memory networks P Oliveira, B Fernandes, C Analide, P Novais International Symposium on Distributed Computing and Artificial Intelligence …, 2020 | 7 | 2020 |
| Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets A Lobo, P Oliveira, P Sampaio, P Novais International Symposium on Distributed Computing and Artificial Intelligence …, 2022 | 3 | 2022 |
| Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants D Gigante, P Oliveira, B Fernandes, F Lopes, P Novais Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS …, 2021 | 3 | 2021 |
| A Tree-Based Approach to Forecast the Total Nitrogen in Wastewater Treatment Plants C Faria, P Oliveira, B Fernandes, F Aguiar, MA Pereira, P Novais International Symposium on Distributed Computing and Artificial Intelligence …, 2021 | 2 | 2021 |
| Using deep learning models to predict the electrical conductivity of the influent in a wastewater treatment plant J Pereira, P Oliveira, MS Duarte, G Martins, P Novais International Conference on Intelligent Data Engineering and Automated …, 2023 | 1 | 2023 |
| A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications AL Silva, P Oliveira, D Durães, D Fernandes, R Névoa, J Monteiro, ... Sensors 23 (14), 6427, 2023 | 1 | 2023 |
| Conception and evaluation of anomaly detection models for monitoring analytical parameters in wastewater treatment plants P Oliveira, M Salomé Duarte, P Novais AI Communications, 1-23, 2023 | 1 | 2023 |
| Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent P Oliveira, MS Duarte, P Novais Ibero-American Conference on Artificial Intelligence, 65-76, 2022 | 1 | 2022 |
| Evaluating Unidimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants P Oliveira, B Fernandes, F Aguiar, MA Pereira, P Novais International Conference on Intelligent Data Engineering and Automated …, 2021 | 1 | 2021 |
| Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant P Oliveira, FS Marcondes, MS Duarte, D Durães, G Martins, P Novais World Conference on Information Systems and Technologies, 64-73, 2024 | | 2024 |
| A Self-Organizing Map Clustering Approach to Support Territorial Zoning MAS da Silva, PV de A. Barreto, LN Matos, GFM Júnior, MHG Dompieri, ... Iberoamerican Congress on Pattern Recognition, 272-286, 2023 | | 2023 |
| Image Classification Understanding with Model Inspector Tool FAO Santos, MD de Souza, P Oliveira, LN Matos, P Novais, C Zanchettin International Conference on Hybrid Artificial Intelligence Systems, 611-622, 2023 | | 2023 |
| Modelling anaerobic digestion of sewage sludge: mechanistic models vs machine learning MSL Duarte, G Martins, JV Oliveira, P Oliveira, SA Silva, P Novais, ... IWA Publishing, 2022 | | 2022 |
| Using Machine Learning to Forecast Air and Water Quality. C Silva, B Fernandes, PF Oliveira, P Novais ICAART (2), 1210-1217, 2021 | | 2021 |
