publicações selecionadas
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artigo académico
- 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
- RTSIMU: Real-Time Simulation tool for IMU sensors. Software Impacts. 2023
- Categorical Attribute traNsformation Environment (CANE): A python module for categorical to numeric data preprocessing. Software Impacts. 2022
- A web-based Voice Interaction framework proposal for enhancing Information Systems user experience. Procedia Computer Science. 2022
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artigo de conferência
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capítulo de livro
- A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models. International Journal on Software Tools for Technology Transfer. 2025
- Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration Case. IFIP Advances in Information and Communication Technology. 2023
- An Intelligent Decision Support System for Production Planning in Garments Industry. International Journal on Software Tools for Technology Transfer. 2021
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livro