Luís Ferreira

12 papers B 1C 2Misc 1Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models.
EPIA (3)
Hélder Teixeira, Arthur Matta, André Luiz Pilastri, Luís Ferreira, Pedro José Pereira, Carlos Gonçalves, Paulo Cortez
2023 J jnl
AutoOC: A Python module for automated multi-objective One-Class Classification.
Softw. Impacts
Luís Ferreira, Paulo Cortez
2023 J jnl
AutoOC: Automated multi-objective design of deep autoencoders and one-class classifiers using grammatical evolution.
Appl. Soft Comput.
Luís Ferreira, Paulo Cortez
2023 J jnl
International revenue share fraud prediction on the 5G edge using federated learning.
Computing
Luís Ferreira, Leopoldo Silva, Francisco Morais, Carlos Manuel Martins, Pedro Miguel Pires, Helena Rodrigues, Paulo Cortez, André Luiz Pilastri
2022 C conf
A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales Forecasting.
IDEAL
Luís Santos, Luís Miguel Matos, Luís Ferreira, Pedro Alves, Mário Viana, André Luiz Pilastri, Paulo Cortez
2022 Misc conf
A federated machine learning approach to detect international revenue share fraud on the 5G edge.
SAC
Luís Ferreira, Leopoldo Silva, Diana Pinho, Francisco Morais, Carlos Manuel Martins, Pedro Miguel Pires, Pedro Fidalgo, Helena Rodrigues, Paulo Cortez, André Luiz Pilastri
2022 — conf
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning.
AIAI (2)
Afonso Sousa, Luís Ferreira, Rui Ribeiro, João Xavier, André Luiz Pilastri, Paulo Cortez
2022 J jnl
Using supervised and one-class automated machine learning for predictive maintenance.
Appl. Soft Comput.
Luís Ferreira, André Luiz Pilastri, Filipe Romano, Paulo Cortez
2021 B conf
A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost.
IJCNN
Luís Ferreira, André Luiz Pilastri, Carlos Manuel Martins, Pedro Miguel Pires, Paulo Cortez
2021 C conf
Prediction of Maintenance Equipment Failures Using Automated Machine Learning.
IDEAL
Luís Ferreira, André Luiz Pilastri, Vítor Sousa, Filipe Romano, Paulo Cortez
2020 — conf
A Scalable and Automated Machine Learning Framework to Support Risk Management.
ICAART (Revised Selected Papers)
Luís Ferreira, André Luiz Pilastri, Carlos Martins, Pedro Santos, Paulo Cortez
2020 — conf
An Automated and Distributed Machine Learning Framework for Telecommunications Risk Management.
ICAART (2)
Luís Ferreira, André Luiz Pilastri, Carlos Martins, Pedro Santos, Paulo Cortez