| Distinct chains for different instances: An effective strategy for multi-label classifier chains PN da Silva, EC Gonçalves, A Plastino, AA Freitas Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 34 | 2014 |
| Automatic classification of carbonate rocks permeability from 1H NMR relaxation data PN da Silva, EC Gonçalves, EH Rios, A Muhammad, A Moss, T Pritchard, ... Expert Systems with Applications 42 (9), 4299-4309, 2015 | 33 | 2015 |
| Prediction of carbonate rock type from NMR responses using data mining techniques EC Gonçalves, PN da Silva, CS Silveira, G Carneiro, AB Domingues, ... Journal of Applied Geophysics 140, 93-101, 2017 | 32 | 2017 |
| A novel genetic algorithm for feature selection in hierarchical feature spaces PN da Silva, A Plastino, AA Freitas Proceedings of the 2018 siam international conference on data mining, 738-746, 2018 | 21 | 2018 |
| Combining classification and regression for improving permeability estimations from 1H NMR relaxation data A Plastino, EC Gonçalves, PN da Silva, G Carneiro, ... Journal of Applied Geophysics 146, 95-102, 2017 | 15 | 2017 |
| A novel feature selection method for uncertain features: An application to the prediction of pro-/anti-longevity genes PN Da Silva, A Plastino, F Fabris, AA Freitas IEEE/ACM Transactions on Computational Biology and Bioinformatics 18 (6 …, 2020 | 10 | 2020 |
| A novel probabilistic Jaccard distance measure for classification of sparse and uncertain data I Martire, PN da Silva, A Plastino, F Fabris, AA Freitas Symposium on Knowledge Discovery, Mining and Learning, KDMILE 2017, 81-88, 2017 | 8 | 2017 |
| Prioritizing positive feature values: a new hierarchical feature selection method PN Silva, A Plastino, AA Freitas Applied Intelligence 50, 4412-4433, 2020 | 5 | 2020 |
| Adaptive stochastic learning state compression for federated learning in infrastructure domains PN Da Silva, PA Ferreira, RNS Neto, TS Calmon, VM Gottin US Patent App. 16/892,746, 2021 | 3 | 2021 |
| Classificação Multirrótulo em Cadeia: Novas Abordagens PND SILVA Dissertação (Mestrado)—Universidade Federal Fluminense, 2014 | 3 | 2014 |
| Using telemetry data from different storage systems to predict response time P Ferreira, A Prado, P Da Silva, R Arnan, H Dagan, A Sahin US Patent 11,347,414, 2022 | 2 | 2022 |
| Method and apparatus for estimating a distribution of response times of a storage system for a proposed workload PA Ferreira, AB Prado, PN Da Silva US Patent 11,320,986, 2022 | 2 | 2022 |
| A data mining approach for automatic classification of rock permeability KLF de Freitas, PN da Silva, BM Faria, EC Gonçalves, EH Rios, ... Journal of Applied Geophysics 196, 104514, 2022 | 2 | 2022 |
| Workload-oriented prediction of response times of storage systems PA Ferreira, AB Prado, PN Da Silva US Patent 11,915,153, 2024 | 1 | 2024 |
| Document data management via graph cliques for layout understanding PA Ferreira, PN da Silva, RT de Abreu Pinho, VM Gottin US Patent 11,880,403, 2024 | 1 | 2024 |
| Adversarial image generator to improve dnn image segmentation model robustness for autonomous vehicle H de Oliveira Barbalho, PN da Silva, RNS Neto US Patent App. 17/451,793, 2023 | 1 | 2023 |
| Confident peak-aware response time estimation by exploiting telemetry data from different system configurations PA Ferreira, AB Prado, PN Da Silva US Patent 11,521,017, 2022 | 1 | 2022 |
| Storage system configuration based on workload characteristics and performance metrics AB Prado, PN Da Silva, PA Ferreira US Patent 11,354,061, 2022 | 1 | 2022 |
| Bayesian SignSGD Optimizer for Federated Learning P Ferreira, P Silva, V Gottin, R Stelling, T Calmon NeurIPS workshop on New Frontiers in Federated Learning, 2021 | 1 | 2021 |
| Robust multi-model event detection with unreliable sensors PA Ferreira, VM Gottin, PN da Silva US Patent App. 17/938,299, 2024 | | 2024 |
Alexandre PlastinoUniversidade Federal FluminenseVerified email at ic.uff.br
