Nonato, Luis Gustavo

1. TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
   2020/09/03 by Doraiswamy, Harish, Tierny, Julien, Silva, Paulo J. S. +2 · 2 citations
   #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
2. Motion Browser: Visualizing and Understanding Complex Upper Limb\n Movement Under Obstetrical Brachial Plexus Injuries
   2019/07/22 by Gromit Yeuk-Yin Chan, Luís Gustavo Nonato, Chan, Gromit Yeuk-Yin +9 · 1 citation
   Medicine · #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Stroke Rehabilitation and Recovery
3. Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together
   2020/07/21 by Chan, Gromit Yeuk-Yin, Bertini, Enrico, Nonato, Luis Gustavo +2 · 1 citation
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
4. TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees
   2024/09/11 by Vitória Guardieiro, Guardieiro, Vitoria, Felipe Inagaki de Oliveira +7 · 2 citations
   Computer Science · #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
5. Calibrate: Interactive Analysis of Probabilistic Model Output
   2022/07/27 by Peter Xenopoulos, Xenopoulos, Peter, João Rulff +7 · 1 citation
   Computer Science · Mathematics · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Statistics Education and Methodologies
6. Exploring the Relationship Between Feature Attribution Methods and Model Performance
   2024/05/22 by Priscylla Silva, Silva, Priscylla, Claudio Silva +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification