| Imbalanced Learning in Land Cover Classification: Improving Minority Classes’ Prediction Accuracy Using the Geometric SMOTE Algorithm G Douzas, F Bacao, J Fonseca, M Khudinyan Remote Sensing 11 (24), 3040, 2019 | 77 | 2019 |
| Tabular and latent space synthetic data generation: a literature review J Fonseca, F Bacao Journal of Big Data 10 (1), 115, 2023 | 34 | 2023 |
| Improving imbalanced land cover classification with K-Means SMOTE: detecting and oversampling distinctive minority spectral signatures J Fonseca, G Douzas, F Bacao Information 12 (7), 266, 2021 | 28 | 2021 |
| Increasing the effectiveness of active learning: introducing artificial data generation in active learning for land use/land cover classification J Fonseca, G Douzas, F Bacao Remote Sensing 13 (13), 2619, 2021 | 16 | 2021 |
| Geometric SMOTE for imbalanced datasets with nominal and continuous features J Fonseca, F Bacao Expert Systems with Applications 234, 121053, 2023 | 10 | 2023 |
| Setting the right expectations: Algorithmic recourse over time J Fonseca, A Bell, C Abrate, F Bonchi, J Stoyanovich Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023 | 7 | 2023 |
| Research trends and applications of data augmentation algorithms J Fonseca, F Bacao arXiv preprint arXiv:2207.08817, 2022 | 6 | 2022 |
| Improving Active Learning Performance through the Use of Data Augmentation J Fonseca, F Bacao International Journal of Intelligent Systems 2023 (1), 7941878, 2023 | 3 | 2023 |
| Narratives and needs: Analyzing experiences of cyclone amphan using Twitter discourse A Crayton, J Fonseca, K Mehra, M Ng, J Ross, M Sandoval-Castaneda, ... arXiv preprint arXiv:2009.05560, 2020 | 3 | 2020 |
| ShaRP: Explaining Rankings with Shapley Values V Pliatsika, J Fonseca, T Wang, J Stoyanovich arXiv preprint arXiv:2401.16744, 2024 | 2 | 2024 |
| The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness. A Bell, J Fonseca, J Stoyanovich SIGMOD Conference Companion, 464-467, 2024 | | 2024 |
| Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity A Bell, J Fonseca, C Abrate, F Bonchi, J Stoyanovich arXiv preprint arXiv:2401.16088, 2024 | | 2024 |
| Harnessing Big Data to Inform Tourism Destination Management Organizations JPMR da Fonseca | | 2018 |
Fernando BacaoNOVA IMS, Universidade Nova de LisboaVerified email at novaims.unl.pt
