Machine and Deep Learning applied to galaxy morphology-A comparative study PH Barchi, RR de Carvalho, RR Rosa, RA Sautter, M Soares-Santos, ... Astronomy and Computing 30, 100334, 2020 | 130 | 2020 |
Gradient pattern analysis applied to galaxy morphology RR Rosa, RR De Carvalho, RA Sautter, PH Barchi, DH Stalder, TC Moura, ... Monthly Notices of the Royal Astronomical Society: Letters 477 (1), L101-L105, 2018 | 19 | 2018 |
Improving galaxy morphology with machine learning PH Barchi, FG da Costa, R Sautter, TC Moura, DH Stalder, RR Rosa, ... arXiv preprint arXiv:1705.06818, 2017 | 15 | 2017 |
pyghs: Computing geometric histogram separation for binomial proportion patterns RA Sautter, PH Barchi Journal of Computational Interdisciplinary Sciences 8, 121, 2017 | 2 | 2017 |
Characterizing Complex Spatiotemporal Patterns from Entropy Measures LO Barauna, RA Sautter, RR Rosa, EL Rempel, AC Frery Entropy 26 (6), 508, 2024 | 1 | 2024 |
Gradient Pattern Analysis of the Solar Active Region NOAA 11131 RA Sautter, RR Rosa, R Sych, HS Sawant, SK Bisoi Boletim da Sociedade Astrônomica Brasileira. Proceedings da XLV Reunião …, 2023 | 1 | 2023 |
Gradient Pattern Analysis: New Methodological and Computational Features and Application RA Sautter Master’s thesis. National Institute for Space Research (INPE). Brazil, 2018 | 1 | 2018 |
Gradient pattern analysis of coupled map lattices RA Sautter, RR Rosa Proceedings of the 6th Internacional Conference on Nonlinear Science and …, 2016 | 1 | 2016 |
Characterizing Colored Noise Time Series Patterns with Deep Learning Models LO Barauna, RR Rosa, CA Wuensche, RA Sautter, VA de Santiago Junior, ... Fluctuation and Noise Letters, 2024 | | 2024 |
Characterizing Spatiotemporal Complex Patterns from Entropy Measures LO Barauna, RA Sautter, RR Rosa, E Rempel, AC Frery Preprints, 2024 | | 2024 |
Gradient Pattern Analysis of Coupled Map Lattices: Insights into Transient and Long-Term Behaviors RA Sautter, RR Rosa, LO Baraúna Proceeding Series of the Brazilian Society of Computational and Applied …, 2023 | | 2023 |
Evaluating Ordinal Pattern Features for 2D Colored Noise Classification LO Baraúna, R Sautter, RR Rosa, AC Frery Proceeding Series of the Brazilian Society of Computational and Applied …, 2023 | | 2023 |
Characterizing Complex Patterns in Cosmological Simulations: Insights from 3D Gradient Pattern Analysis RA Sautter, RR Rosa | | 2023 |
GRADIENT PATTERN ANALYSIS APPLIED FOR COMPUTER VISION IN MEDICAL ULTRASOUND DIAGNOSIS RA Sautter, RR Rosa, DC Alavarce, DG Silva | | 2023 |
Spatiotemporal analysis of Umbral Flashes R Sautter 43rd COSPAR Scientific Assembly. Held 28 January-4 February 43, 1051, 2021 | | 2021 |
Challenges for Galaxy Morphological Classification from Large Surveys R Rosa, R Carvalho, P Barchi, R Sautter Galoá, 2019 | | 2019 |
Machine and Deep Learning Applied to Galaxy Morphology-A Complete Classification Catalog PH Barchi, RR de Carvalho, RR Rosa, R Sautter, M Soares-Santos, ... arXiv preprint arXiv:1901.07047, 2019 | | 2019 |
Classifying PH Barchi, RR Carvalho, RA Sautter, RR Rosa Workshop de Computação Aplicada, 18 (WORCAP), 31, 2018 | | 2018 |
Data Mining and Advances in Non-Parametric Galaxy Morphology PH Barchi, RA Sautter, TC Moura, DH Stalder Diaz, RR Rosa, ... Workshop dos Cursos de Computação Aplicada do INPE, 17 (WORCAP), 2017 | | 2017 |
Improvement to Gradient Pattern Analysis and applications RA Sautter, RR Rosa Workshop dos Cursos de Computação Aplicada do INPE, 17 (WORCAP), 2017 | | 2017 |