| Using meta‐learning to predict performance metrics in machine learning problems D Carneiro, M Guimarães, M Carvalho, P Novais Expert Systems 40 (1), e12900, 2023 | 16 | 2023 |
| Explainable intelligent environments D Carneiro, F Silva, M Guimarães, D Sousa, P Novais Ambient Intelligence–Software and Applications: 11th International Symposium …, 2021 | 9 | 2021 |
| A predictive and user-centric approach to Machine Learning in data streaming scenarios D Carneiro, M Guimaraes, F Silva, P Novais Neurocomputing 484, 238-249, 2022 | 6 | 2022 |
| Predicting and explaining absenteeism risk in hospital patients before and during COVID-19 A Borges, M Carvalho, M Maia, M Guimarães, D Carneiro Socio-Economic Planning Sciences 87, 101549, 2023 | 3 | 2023 |
| Predicting model training time to optimize distributed machine learning applications M Guimarães, D Carneiro, G Palumbo, F Oliveira, Ó Oliveira, V Alves, ... Electronics 12 (4), 871, 2023 | 3 | 2023 |
| Optimizing instance selection strategies in interactive machine learning: An application to fraud detection D Carneiro, M Guimarães, M Sousa Hybrid Intelligent Systems: 20th International Conference on Hybrid …, 2021 | 3 | 2021 |
| A Conversational Interface for interacting with Machine Learning models M Guimaraes, J Baptista, M Sousa | 1 | 2022 |
| A Meta-Learning Approach to Error Prediction M Guimarães, D Carneiro 2021 16th Iberian Conference on Information Systems and Technologies (CISTI …, 2021 | 1 | 2021 |
| Optimizing model training in interactive learning scenarios D Carneiro, M Guimarães, M Carvalho, P Novais World Conference on Information Systems and Technologies, 156-165, 2021 | 1 | 2021 |
| Block size, parallelism and predictive performance: finding the sweet spot in distributed learning F Oliveira, D Carneiro, M Guimarães, Ó Oliveira, P Novais International Journal of Parallel, Emergent and Distributed Systems 39 (3 …, 2024 | | 2024 |
| The Impact of Data Selection Strategies on Distributed Model Performance M Guimarães, F Oliveira, D Carneiro, P Novais International Symposium on Ambient Intelligence, 157-166, 2023 | | 2023 |
| Real-Time Algorithm Recommendation Using Meta-Learning G Palumbo, M Guimarães, D Carneiro, P Novais, V Alves International Symposium on Ambient Intelligence, 249-258, 2022 | | 2022 |
| Explainable Decision Tree on Smart Human Mobility HHA Valera, M Luštrek Workshops at 18th International Conference on Intelligent Environments …, 2022 | | 2022 |
| Continuously learning from user feedback D Carneiro, M Sousa, G Palumbo, M Guimarães, M Carvalho, P Novais World Conference on Information Systems and Technologies, 579-588, 2022 | | 2022 |
| A bundle of services to develop better Machine Learning applications MÂM Guimarães | | 2022 |
| Application of Meta Learning in Quality Assessment of Wearable Electrocardiogram Recordings NA Huerta, A Martínez-Rodrigo, M Guimarâes, D Carneiro, JJ Rieta, ... | | |
Davide Rua CarneiroEscola Superior de Tecnologia e GestãoVerified email at estg.ipp.pt
