publicações selecionadas
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artigo académico
- A data-driven approach to anomaly prediction in automotive display manufacturing. Decision Analytics Journal. 2025
- A predictive analytics framework for early detection of production halts and quality issues. Decision Analytics Journal. 2025
- Proactive prevention of work-related musculoskeletal disorders using a motion capture system and time series machine learning. Engineering Applications of Artificial Intelligence. 2024
- Ahead of Time Prediction of Decorated Particleboard Production Disruptions and Defects Using Single and Multi-Target AutoML. Procedia Computer Science. 2024
- Ahead of Time Prediction of Decorated Particleboard Production Disruptions and Defects Using Single and Multi-Target AutoML. Procedia Computer Science. 2024
- RTSIMU: Real-Time Simulation tool for IMU sensors. Software Impacts. 2023
- Two-dimensional integrated mixed-mode smeared crack model for simulating FRC structures. Engineering Fracture Mechanics. 2023
- A Deep Learning-Based Decision Support System for Mobile Performance Marketing. International Journal of Information Technology & Decision Making. 2023
- Categorical Attribute traNsformation Environment (CANE): A python module for categorical to numeric data preprocessing. Software Impacts. 2022
- Deep autoencoders for acoustic anomaly detection: experiments with working machine and in-vehicle audio. Expert Systems with Applications. 2022
- Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection. Computers. 2022
- Predicting Yarn Breaks in Textile Fabrics: A Machine Learning Approach. Procedia Computer Science. 2022
- Predicting Yarn Breaks in Textile Fabrics: A Machine Learning Approach. Procedia Computer Science. 2022
- A new inverse analysis approach for predicting the fracture mode I parameters of fibre reinforced concrete. Engineering Fracture Mechanics. 2021
- Using Deep Autoencoders for In-vehicle Audio Anomaly Detection. Procedia Computer Science. 2021
- Constitutive model for fibre reinforced concrete by coupling the fibre and aggregate interlock resisting mechanisms. Cement & Concrete Composites. 2020
- A problemática dos organismos geneticamente modificados e a formação científica do cidadão comum: um estudo com alunos de escolas portuguesas. Ciência & Educação (Bauru). 2014
- A problemática dos organismos geneticamente modificados e a formação científica do cidadão comum: Um estudo com manuais escolares de Ciências Naturais do 9.º ano adotados em Portugal. Ciência & Educação. 2014
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artigo de conferência
- A Deep Learning Approach to Prevent Problematic Movements of Industrial Workers Based on Inertial Sensors. IEEE International Joint Conference on Neural Networks (IJCNN). 2022
- A Machine Learning Approach for Spare Parts Lifetime Estimation. ICAART. 2022
- Using Deep Learning for Mobile Marketing User Conversion Prediction. IEEE International Joint Conference on Neural Networks (IJCNN). 2019
- A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction 2018
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capítulo de livro
- Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration Case. IFIP Advances in Information and Communication Technology. 2023
- Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection. IFIP Advances in Information and Communication Technology. 2021
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documento
- Integrated mixed-mode fracture model for the design of 2D steel fibre reinforced concrete structures 2022
- An intelligent decision support system for mobile performance marketing 2021
- Analysis of the interfacial debonding behaviour of NSM CFRP laminates with cement-based adhesive using Digital Image Correlation technique. RILEM Bookseries. 2021
- Direito internacional humanitário e a nova conflitualidade 2018
- Forecasting human entrances at a commercial store using facial recognition data 2015
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livro
- A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales Forecasting 2022
- An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets 2022
- An Intelligent Decision Support System for Road Freight Transport 2022
- An Intelligent Decision Support System for Road Freight Transport 2022
- Inteligência Artificial, Tecnologia e Cuidados de Saúde 2022
- A Comparison of Anomaly Detection Methods for Industrial Screw Tightening 2021
- A Comparison of Machine Learning Approaches for Predicting In-Car Display Production Quality 2021
- A Categorical Clustering of Publishers for Mobile Performance Marketing 2019
- Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion 2019
- Forecasting store foot traffic using facial recognition, time series and support vector machines 2017