Pedro Oliveira

22 papers C 3Misc 3Journal 5Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring Transfer Learning's Impact on the Explainability of Deep Learning Models for Wastewater Treatment Plants' Biogas Production.
Expert Syst. J. Knowl. Eng.
Pedro Oliveira, Afonso Bessa, João Pereira, Sérgio Silva, Maria Salomé Duarte, Dalila Durães, Paulo Novais
2026 J jnl
Forecasting temperature in geothermal heat pump using deep learning for enhanced residential building energy management.
Log. J. IGPL
Pedro Oliveira, Andrés José Piñón Pazos, Afonso Bessa, María-Carmen Meizoso-López, Francisco Supino Marcondes, Paulo Novais
2025 J jnl
Incdualpathnet : a hybrid architecture proposal for predicting energy production in a wastewater treatment plants.
Neural Comput. Appl.
Pedro Oliveira, Francisco Supino Marcondes, Maria Salomé Duarte, Dalila Durães, Cristina Gonçalves, Gilberto Martins, Paulo Novais
2025 — conf
Synthetic Data Augmentation for COD Prediction in WTTPs: A Comparative Study of Deep Learning Models with VARMA and TTS-GAN.
IDEAL (1)
Afonso Bessa, Pedro Oliveira, Millena Santos, S. A. Silva, Paulo Novais
2024 — conf
A Deep Learning-Based Model to Predict Nitrogen Dioxide in Urban Environments.
ISAmI
Pedro Oliveira, Antonio Díaz-Longueira, Francisco Supino Marcondes, Dalila Durães, José Luís Calvo-Rolle, Esteban Jove, Paulo Novais
2024 — conf
Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant.
WorldCIST (2)
Pedro Oliveira, Francisco Supino Marcondes, M. Salomé Duarte, Dalila Durães, Gilberto Martins, Paulo Novais
2024 J jnl
Conception and evaluation of anomaly detection models for monitoring analytical parameters in wastewater treatment plants.
AI Commun.
Pedro Oliveira, M. Salomé Duarte, Paulo Novais
2024 — conf
Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants.
IBERAMIA
Gonçalo Medeiros, Francisco Supino Marcondes, Pedro Oliveira, José Machado, Paulo Novais
2024 — conf
Employing Explainable AI Techniques for Air Pollution: An Ante-Hoc and Post-Hoc Approach in Dioxide Nitrogen Forecasting.
IDEAL (1)
Pedro Oliveira, Francisco Franco, Afonso Bessa, Dalila Durães, Paulo Novais
2024 — conf
Geothermal Heat Exchanger's Temperature Input Sensor Prediction Based on Deep Learning Modelling Technique.
DCAI (4)
Pedro Oliveira, Paula Arcano-Bea, Francisco Supino Marcondes, José Luís Calvo-Rolle, Paulo Novais, Esteban Jove
2023 J jnl
A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications.
Sensors
António Linhares Silva, Pedro Oliveira, Dalila Durães, Duarte Fernandes, Rafael Névoa, João Monteiro, Pedro Melo-Pinto, José Machado, Paulo Novais
2023 C conf
A Self-Organizing Map Clustering Approach to Support Territorial Zoning.
CIARP
Marcos Aurélio Santos da Silva, Pedro V. de A. Barreto, Leonardo N. Matos, Gastão Florêncio Miranda Jr., Márcia H. G. Dompieri, Fábio R. de Moura, Fabrícia K. S. Resende, Paulo Novais, Pedro Oliveira
2023 Misc conf
Image Classification Understanding with Model Inspector Tool.
HAIS
Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin
2023 C conf
Using Deep Learning Models to Predict the Electrical Conductivity of the Influent in a Wastewater Treatment Plant.
IDEAL
João Pereira, Pedro Oliveira, M. Salomé Duarte, Gilberto Martins, Paulo Novais
2022 — conf
Applying Anomaly Detection Models in Wastewater Management: A Case Study of Nitrates Concentration in the Effluent.
IBERAMIA
Pedro Oliveira, M. Salomé Duarte, Paulo Novais
2022 — conf
Cost-Sensitive Learning and Threshold-Moving Approach to Improve Industrial Lots Release Process on Imbalanced Datasets.
DCAI (1)
Armindo Lobo, Pedro Oliveira, Paulo Sampaio, Paulo Novais
2021 — conf
A Tree-Based Approach to Forecast the Total Nitrogen in Wastewater Treatment Plants.
DCAI (1)
Carlos Faria, Pedro Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais
2021 C conf
Evaluating Unidimensional Convolutional Neural Networks to Forecast the Influent pH of Wastewater Treatment Plants.
IDEAL
Pedro Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Paulo Novais
2021 Misc conf
Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants.
HAIS
Diogo Gigante, Pedro Oliveira, Bruno Fernandes, Frederico Lopes, Paulo Novais
2021 — conf
Using Machine Learning to Forecast Air and Water Quality.
ICAART (2)
Carolina Silva, Bruno Fernandes, Pedro Oliveira, Paulo Novais
2020 — conf
A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants.
IDEAL (1)
Pedro Oliveira, Bruno Fernandes, Francisco Aguiar, Maria Alcina Pereira, Cesar Analide, Paulo Novais
2020 Misc conf
Multi-step Ultraviolet Index Forecasting Using Long Short-Term Memory Networks.
DCAI
Pedro Oliveira, Bruno Fernandes, Cesar Analide, Paulo Novais