Using supervised and one-class automated machine learning for predictive maintenance
Ferreira, Luís, Pilastri, André, Romano, Filipe, Cortez, Paulo
Published in Applied soft computing (01.12.2022)
Published in Applied soft computing (01.12.2022)
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Journal Article
A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics
Ribeiro, Rui, Pilastri, André, Moura, Carla, Morgado, José, Cortez, Paulo
Published in Neural computing & applications (01.08.2023)
Published in Neural computing & applications (01.08.2023)
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Journal Article
Business analytics in Industry 4.0: A systematic review
Silva, António João, Cortez, Paulo, Pereira, Carlos, Pilastri, André
Published in Expert systems (01.11.2021)
Published in Expert systems (01.11.2021)
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Journal Article
Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection
Ribeiro, Diogo, Matos, Luís Miguel, Moreira, Guilherme, Pilastri, André, Cortez, Paulo
Published in Computers (Basel) (01.04.2022)
Published in Computers (Basel) (01.04.2022)
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Journal Article
RTSIMU: Real-Time Simulation tool for IMU sensors
Dias, Paula, Matta, Arthur, Pilastri, André, Matos, Luís Miguel, Cortez, Paulo
Published in Software impacts (01.09.2023)
Published in Software impacts (01.09.2023)
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Journal Article
Holistic Framework to Data-Driven Sustainability Assessment
Peças, Paulo, John, Lenin, Ribeiro, Inês, Baptista, António J, Pinto, Sara M, Dias, Rui, Henriques, Juan, Estrela, Marco, Pilastri, André, Cunha, Fernando
Published in Sustainability (01.02.2023)
Published in Sustainability (01.02.2023)
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Journal Article
An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets
Fontes, Gonçalo, Matos, Luís Miguel, Matta, Arthur, Pilastri, André, Cortez, Paulo
Published in Artificial Intelligence Applications and Innovations (2022)
Published in Artificial Intelligence Applications and Innovations (2022)
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Book Chapter
Conference Proceeding
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning
Sousa, Afonso, Ferreira, Luís, Ribeiro, Rui, Xavier, João, Pilastri, André, Cortez, Paulo
Published in Artificial Intelligence Applications and Innovations (2022)
Published in Artificial Intelligence Applications and Innovations (2022)
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Book Chapter
Conference Proceeding
Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection
Coelho, Gabriel, Pereira, Pedro, Matos, Luis, Ribeiro, Alexandrine, Nunes, Eduardo C., Ferreira, André, Cortez, Paulo, Pilastri, André
Published in Artificial Intelligence Applications and Innovations
Published in Artificial Intelligence Applications and Innovations
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Book Chapter
Proactive prevention of work-related musculoskeletal disorders using a motion capture system and time series machine learning
Matos, Luís Miguel, Dias, Paula, Matta, Arthur, Machado, Dário, Sampaio, Rosane, Pilastri, André, Cortez, Paulo
Published in Engineering applications of artificial intelligence (01.12.2024)
Published in Engineering applications of artificial intelligence (01.12.2024)
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Journal Article