| On the evaluation of outlier detection and one-class classification methods L Swersky, HO Marques, J Sander, RJGB Campello, A Zimek 2016 IEEE international conference on data science and advanced analytics …, 2016 | 71 | 2016 |
| On the internal evaluation of unsupervised outlier detection HO Marques, RJGB Campello, A Zimek, J Sander Proceedings of the 27th international conference on scientific and …, 2015 | 60 | 2015 |
| Internal evaluation of unsupervised outlier detection HO Marques, RJGB Campello, J Sander, A Zimek ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (4), 1-42, 2020 | 43 | 2020 |
| Uma abordagem computacional para preenchimento de falhas em dados micro meteorológicos AG Bonfante, TM Ventura, AG de Oliveira, HO Marques, RS Oliveira, ... Revista Brasileira de Ciências Ambientais (RBCIAMB), 61-70, 2013 | 16 | 2013 |
| On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles HO Marques, L Swersky, J Sander, RJGB Campello, A Zimek Data Mining and Knowledge Discovery 37 (4), 1473-1517, 2023 | 15 | 2023 |
| Similarity-based unsupervised evaluation of outlier detection HO Marques, A Zimek, RJGB Campello, J Sander International Conference on Similarity Search and Applications, 234-248, 2022 | 5 | 2022 |
| Detecção de Outliers em Dados Micrometeorológicos TM Ventura, HO Marques, AG Oliveira, CA Martins, M Nogueira, ... IX Congresso Brasileiro de Agroinformática, Cuiabá, 2013 | 2 | 2013 |
| Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures P Röchner, HO Marques, RJGB Campello, A Zimek Data Mining and Knowledge Discovery, 1-39, 2024 | 1 | 2024 |
| Dimensionality-Aware Outlier Detection A Anderberg, J Bailey, RJGB Campello, ME Houle, HO Marques, ... Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | 1 | 2024 |
| Evaluation and model selection for unsupervised outlier detection and one-class classification HO Marques Universidade de São Paulo, 2019 | 1 | 2019 |
| Avaliação e seleção de modelos em detecção não supervisionada de outliers HO Marques Universidade de São Paulo, 2015 | 1 | 2015 |
| Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version) P Röchner, HO Marques, RJGB Campello, A Zimek, F Rothlauf arXiv preprint arXiv:2408.15874, 2024 | | 2024 |
| Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis A Anderberg, J Bailey, RJGB Campello, ME Houle, HO Marques, ... arXiv preprint arXiv:2401.05453, 2024 | | 2024 |
| ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions WA Alves, HO Marques, MC Naldi, J Sander 2023 IEEE 29th International Conference on Parallel and Distributed Systems …, 2023 | | 2023 |
Arthur ZimekUniversity of Southern DenmarkПотвърден имейл адрес: imada.sdu.dk
