| An ensemble of autonomous auto-encoders for human activity recognition KD Garcia, CR de Sá, M Poel, T Carvalho, J Mendes-Moreira, ... Neurocomputing 439, 271-280, 2021 | 55 | 2021 |
| Multiple parallel mapreduce k-means clustering with validation and selection KD Garcia, MC Naldi 2014 Brazilian Conference on Intelligent Systems, 432-437, 2014 | 18 | 2014 |
| Online clustering for novelty detection and concept drift in data streams KD Garcia, M Poel, JN Kok, AC de Carvalho Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019 | 12 | 2019 |
| Unsupervised domain adaptation for human activity recognition P Barbosa, KD Garcia, J Mendes-Moreira, AC de Carvalho Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 8 | 2018 |
| A study on hyperparameter configuration for human activity recognition KD Garcia, T Carvalho, J Mendes-Moreira, JMP Cardoso, AC de Carvalho International Workshop on Soft Computing Models in Industrial and …, 2019 | 7 | 2019 |
| A cluster-based prototype reduction for online classification KD Garcia, AC de Carvalho, J Mendes-Moreira Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 5 | 2018 |
| Ensemble clustering for novelty detection in data streams KD Garcia, ER de Faria, CR de Sá, J Mendes-Moreira, CC Aggarwal, ... Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019 | 4 | 2019 |
| A preliminary study on hyperparameter configuration for human activity recognition KD Garcia, T Carvalho, J Mendes-Moreira, JMP Cardoso, AC de Carvalho arXiv preprint arXiv:1810.10956, 2018 | 4 | 2018 |
| An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition PJS Ferreira, RMC Magalhães, KD Garcia, JMP Cardoso, ... International Conference on Intelligent Data Engineering and Automated …, 2019 | 2 | 2019 |
| Unsupervised learning approaches for non-stationary data streams KD Garcia Universidade de São Paulo, 2021 | 1 | 2021 |
