Saulo Martiello Mastelini
Universidade de São Paulo
H-index: 18
Latin America-Brazil
Top articles of Saulo Martiello Mastelini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SWINN: Efficient nearest neighbor search in sliding windows using graphs | Information Fusion | Saulo Martiello Mastelini Bruno Veloso Max Halford André Carlos Ponce de Leon Ferreira João Gama | 2024/1/1 |
A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance | arXiv preprint arXiv:2404.14455 | João Gama Rita P Ribeiro Saulo Mastelini Narjes Davarid Bruno Veloso | 2024/4/21 |
Efficient online tree, rule-based and distance-based algorithms | Saulo Martiello Mastelini | 2023 | |
‘Right to Be Forgotten’: Analyzing the Impact of Forgetting Data Using K-NN Algorithm in Data Stream Learning | Caio Libera Leandro Miranda Flávia Bernardini Saulo Mastelini José Viterbo | 2022/8/30 | |
Spatial data interpolation | Afonso Paiva Dinalva Sales Eder Brito Glauco Gonçalves Marcos Jardel Henriques | 2022/3/18 | |
Machine learning unveils composition-property relationships in chalcogenide glasses | Acta Materialia | Saulo Martiello Mastelini Daniel R Cassar Edesio Alcobaça Tiago Botari André CPLF de Carvalho | 2022/11/1 |
Online extra trees regressor | IEEE Transactions on Neural Networks and Learning Systems | Saulo Martiello Mastelini Felipe Kenji Nakano Celine Vens André Carlos Ponce de Leon Ferreira | 2022/10/21 |
Online anomaly explanation: a case study on predictive maintenance | Rita P Ribeiro Saulo Martiello Mastelini Narjes Davari Ehsan Aminian Bruno Veloso | 2022/9/19 | |
MegazordNet: combining statistical and machine learning standpoints for time series forecasting | arXiv preprint arXiv:2107.01017 | Angelo Garangau Menezes Saulo Martiello Mastelini | 2021/6/23 |
Using dynamical quantization to perform split attempts in online tree regressors | Pattern Recognition Letters | Saulo Martiello Mastelini Andre Carlos Ponce de Leon Ferreira | 2021/5/1 |
Fast and lightweight binary and multi-branch Hoeffding Tree Regressors | Saulo Martiello Mastelini Jacob Montiel Heitor Murilo Gomes Albert Bifet Bernhard Pfahringer | 2021/12/7 | |
Improved prediction of soil properties with multi-target stacked generalisation on EDXRF spectra | Chemometrics and Intelligent Laboratory Systems | Everton Jose Santana Felipe Rodrigues dos Santos Saulo Martiello Mastelini Fabio Luiz Melquiades Sylvio Barbon Jr | 2021/2/15 |
Two-dimensional mesh generator in generalized coordinates implemented in Python | arXiv preprint arXiv:2110.12875 | Gustavo Taiji Naozuka Saulo Martiello Mastelini Eliandro Rodrigues Cirilo Neyva Maria Lopes Romeiro Paulo Laerte Natti | 2021/10/17 |
River: machine learning for streaming data in Python.(2021) | Journal of Machine Learning Research | Jacob Montiel Max Halford Saulo Martiello Mastelini Geoffrey Bolmier Raphael Sourty | 2021 |
Predicting and interpreting oxide glass properties by machine learning using large datasets | Ceramics international | Daniel R Cassar Saulo Martiello Mastelini Tiago Botari Edesio Alcobaça André CPLF de Carvalho | 2021/9/1 |
On ensemble techniques for data stream regression | Heitor Murilo Gomes Jacob Montiel Saulo Martiello Mastelini Bernhard Pfahringer Albert Bifet | 2020/7/19 | |
Multi-target prediction of wheat flour quality parameters with near infrared spectroscopy | Information processing in agriculture | Sylvio Barbon Junior Saulo Martielo Mastelini Ana Paula AC Barbon Douglas Fernandes Barbin Rosalba Calvini | 2020/6/1 |
DSTARS: a multi-target deep structure for tracking asynchronous regressor stacking | Applied Soft Computing | Saulo Martiello Mastelini Everton Jose Santana Ricardo Cerri Sylvio Barbon Jr | 2020/6/1 |
Explainable machine learning algorithms for predicting glass transition temperatures | Acta materialia | Edesio Alcobaça Saulo Martiello Mastelini Tiago Botari Bruno Almeida Pimentel Daniel Roberto Cassar | 2020/4/15 |
Predicting thermal, mechanical, and optical properties of oxide glasses by machine learning using large datasets | arXiv preprint ArXiv:2009.03194 | Daniel R Cassar Saulo Martiello Mastelini Tiago Botari Edesio Alcobaça ACPLF de Carvalho | 2020 |
Co-Authors
