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Luís Ferreira

Observed names: Ferreira, Luís, Luis Ferreira
ORCID: 0000-0002-4790-5128
Observed ORCID: 0000-0002-4790-5128
OpenAlex ID: A5042734311
A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost
2021 · Luis Ferreira, Andre Pilastri, et al. · International Joint Conference on Neural Networks (IJCNN) · 163
Using supervised and one-class automated machine learning for predictive maintenance
2022 · Luís Ferreira, André Pilastri, et al. · Applied Soft Computing · 29
Prediction of Maintenance Equipment Failures Using Automated Machine Learning
2021 · Luís Ferreira, André Pilastri, et al. · Lecture notes in computer science · 23
An Automated and Distributed Machine Learning Framework for Telecommunications Risk Management
2020 · Luís Ferreira, André Pilastri, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 14
A Scalable and Automated Machine Learning Framework to Support Risk Management
2021 · Luís Ferreira, André Pilastri, et al. · Lecture notes in computer science · 13
International revenue share fraud prediction on the 5G edge using federated learning
2023 · Luís Ferreira, Leopoldo Silva, et al. · Computing · 11
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Atlantic—Automated data preprocessing framework for supervised machine learning
2023 · Luís Santos, Luís Ferreira · Software Impacts · 9
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Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning
2022 · Afonso Sousa, Luís Ferreira, et al. · IFIP advances in information and communication technology · 9
AutoOC: Automated multi-objective design of deep autoencoders and one-class classifiers using grammatical evolution
2023 · Luís Ferreira, Paulo Cortez · Applied Soft Computing · 8
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A federated machine learning approach to detect international revenue share fraud on the 5G edge
2022 · Luís Ferreira, Leopoldo Silva, et al. · ACM Symposium on Applied Computing · 6
A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales Forecasting
2022 · Luís Santos, Luís Miguel Matos, et al. · Lecture notes in computer science · 4
AutoOC: A Python module for automated multi-objective One-Class Classification
2023 · Luís Ferreira, Paulo Cortez · Software Impacts · 2
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EDGE4ALL - Edge Platform For Smart City
2019 · Ricardo Martins, Henrique Santos, et al. · 1
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Validating Anomaly Detection of One-Class Classifiers Using Statistical Generators
2026 · Rui Pinto, André Pilastri, et al. · Communications in computer and information science
A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models
2024 · Hélder Teixeira, Arthur Matta, et al. · Lecture notes in computer science
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Works count: 18
Citation count: 292
H-index: 8
I10-index: 6
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