Luis Gustavo Nonato

Orcid: 0000-0002-8514-8033

According to our database1, Luis Gustavo Nonato authored at least 139 papers between 2000 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
TopoMap++: A Faster and More Space Efficient Technique to Compute Projections with Topological Guarantees.
IEEE Trans. Vis. Comput. Graph., January, 2025

2024
Mountaineer: Topology-Driven Visual Analytics for Comparing Local Explanations.
IEEE Trans. Vis. Comput. Graph., December, 2024

Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm.
Data Min. Knowl. Discov., September, 2024

Exploring the Relationship Between Feature Attribution Methods and Model Performance.
CoRR, 2024

T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients.
CoRR, 2024

EXplainable Artificial Intelligence (XAI) - From Theory to Methods and Applications.
IEEE Access, 2024

Space-Time Urban Explorer: A Visual Tool for Exploring Spatiotemporal Crime and Patrolling Data.
Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

A Visual Methodology to Assess Spatial Graph Vertex Ordering Algorithms.
Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

2023
LegalVis: Exploring and Inferring Precedent Citations in Legal Documents.
IEEE Trans. Vis. Comput. Graph., June, 2023

Calibrate: Interactive Analysis of Probabilistic Model Output.
IEEE Trans. Vis. Comput. Graph., 2023

2022
CriPAV: Street-Level Crime Patterns Analysis and Visualization.
IEEE Trans. Vis. Comput. Graph., 2022

Welcome.
IEEE Trans. Vis. Comput. Graph., 2022

A river flooding detection system based on deep learning and computer vision.
Multim. Tools Appl., 2022

Robot Dance: A mathematical optimization platform for intervention against COVID-19 in a complex network.
EURO J. Comput. Optim., 2022

TensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization.
CoRR, 2022

Topological Representations of Local Explanations.
CoRR, 2022

SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level.
IEEE Computer Graphics and Applications, 2022

Exploring scientific literature by textual and image content using DRIFT.
Comput. Graph., 2022

A New Multi-Filter Framework for Texture Image Representation Improvement Using Set of Pattern Descriptors to Fingerprint Liveness Detection.
IEEE Access, 2022

17K-Graffiti: Spatial and Crime Data Assessments in São Paulo City.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

GALE: Globally Assessing Local Explanations.
Proceedings of the Topological, 2022

Visualization for Machine Learning.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

CityHub: A Library for Urban Data Integration.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Extreme Learning Machine to Graph Convolutional Networks.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
CrimAnalyzer: Understanding Crime Patterns in São Paulo.
IEEE Trans. Vis. Comput. Graph., 2021

GLoG: Laplacian of Gaussian for Spatial Pattern Detection in Spatio-Temporal Data.
IEEE Trans. Vis. Comput. Graph., 2021

Preface.
IEEE Trans. Vis. Comput. Graph., 2021

TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2021

Memory-Based Pruning of Deep Neural Networks for IoT Devices Applied to Flood Detection.
Sensors, 2021

NE-Motion: Visual Analysis of Stroke Patients Using Motion Sensor Networks.
Sensors, 2021

Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

DRIFT: A visual analytic tool for scientific literature exploration based on textual and image content.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Homicide Prediction Using Sequential Features from Graph Signal Processing.
Proceedings of the Intelligent Computing, 2021

A New Multi-filter Framework with Statistical Dense SIFT Descriptor for Spoofing Detection in Fingerprint Authentication Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020
Motion Browser: Visualizing and Understanding Complex Upper Limb Movement Under Obstetrical Brachial Plexus Injuries.
IEEE Trans. Vis. Comput. Graph., 2020

Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together.
CoRR, 2020

SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level.
CoRR, 2020

Mirante: A visualization tool for analyzing urban crimes.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

2019
Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment.
IEEE Trans. Vis. Comput. Graph., 2019

2018
Wavelet-Based Visual Analysis of Dynamic Networks.
IEEE Trans. Vis. Comput. Graph., 2018

Designing architectures of convolutional neural networks to solve practical problems.
Expert Syst. Appl., 2018

Delaunay Triangulation Data Augmentation Guided by Visual Analytics for Deep Learning.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Graph Spectral Filtering for Network Simplification.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017
Topological Analysis of Inertial Dynamics.
IEEE Trans. Vis. Comput. Graph., 2017

Wavelet-Based Visual Analysis for Data Exploration.
Comput. Sci. Eng., 2017

A Hierarchical Network Simplification via Non-Negative Matrix Factorization.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

2016
Dealing with Multiple Requirements in Geometric Arrangements.
IEEE Trans. Vis. Comput. Graph., 2016

Visualizing and Interacting with Kernelized Data.
IEEE Trans. Vis. Comput. Graph., 2016

MoshViz: A Detail+Overview Approach to Visualize Music Elements.
IEEE Trans. Multim., 2016

Boundary Detection in Particle-based Fluids.
Comput. Graph. Forum, 2016

iStar (i*): An interactive star coordinates approach for high-dimensional data exploration.
Comput. Graph., 2016

Depth functions as a quality measure and for steering multidimensional projections.
Comput. Graph., 2016

Understanding Attribute Variability in Multidimensional Projections.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Partial Similarity of 3D Shapes Using Cross Recurrence Plot.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2015
Projection inspector: Assessment and synthesis of multidimensional projections.
Neurocomputing, 2015

Uncovering Representative Groups in Multidimensional Projections.
Comput. Graph. Forum, 2015

Facing the high-dimensions: Inverse projection with radial basis functions.
Comput. Graph., 2015

Concentric RadViz: Visual Exploration of Multi-task Classification.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Exploratory Segmentation of Vector Fields Using Multidimensional Projection.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Linea: Building Timelines from Unstructured Text.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Wavelet-based visualization of time-varying data on graphs.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

A user-friendly interactive image inpainting framework using Laplacian coordinates.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Interactive Image Colorization Using Laplacian Coordinates.
Proceedings of the Computer Analysis of Images and Patterns, 2015


2014
Similarity Preserving Snippet-Based Visualization of Web Search Results.
IEEE Trans. Vis. Comput. Graph., 2014

Verifying Volume Rendering Using Discretization Error Analysis.
IEEE Trans. Vis. Comput. Graph., 2014

Combining anisotropic diffusion, transport equation and texture synthesis for inpainting textured images.
Pattern Recognit. Lett., 2014

A Weighted Delaunay Triangulation Framework for Merging Triangulations in a Connectivity Oblivious Fashion.
Comput. Graph. Forum, 2014

Visualization of Music Collections Based on Structural Content Similarity.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Semantically Aware Dynamic Layouts.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Linea: Tailoring timelines by visual exploration of temporal text.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Laplacian Coordinates for Seeded Image Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multidimensional Projection with Radial Basis Function and Control Points Selection.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

2013
A benchmark for surface reconstruction.
ACM Trans. Graph., 2013

Spectral Image Segmentation Using Image Decomposition and Inner Product-Based Metric.
J. Math. Imaging Vis., 2013

Mesh-Free Discrete Laplace-Beltrami Operator.
Comput. Graph. Forum, 2013

User-driven Feature Space Transformation.
Comput. Graph. Forum, 2013

Normal Correction towards Smoothing Point-Based Surfaces.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

MIST: Multiscale Information and Summaries of Texts.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Mixed Integer Optimization for Layout Arrangement.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Using Unsupervised Learning for Graph Construction in Semi-supervised Learning with Graphs.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

2012
Class-specific metrics for multidimensional data projection applied to CBIR.
Vis. Comput., 2012

Interactive Quadrangulation with Reeb Atlases and Connectivity Textures.
IEEE Trans. Vis. Comput. Graph., 2012

Topology Verification for Isosurface Extraction.
IEEE Trans. Vis. Comput. Graph., 2012

Flow Visualization with Quantified Spatial and Temporal Errors Using Edge Maps.
IEEE Trans. Vis. Comput. Graph., 2012

User-Centered Multidimensional Projection Techniques.
Comput. Sci. Eng., 2012

Semantic Wordification of Document Collections.
Comput. Graph. Forum, 2012

Connectivity Oblivious Merging of Triangulations.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Colorization by Multidimensional Projection.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

iLAMP: Exploring high-dimensional spacing through backward multidimensional projection.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

2011
Template-based quadrilateral mesh generation from imaging data.
Vis. Comput., 2011

Local Affine Multidimensional Projection.
IEEE Trans. Vis. Comput. Graph., 2011

Piece wise Laplacian-based Projection for Interactive Data Exploration and Organization.
Comput. Graph. Forum, 2011

Template-based quadrilateral meshing.
Comput. Graph., 2011

Inspired quadrangulation.
Comput. Aided Des., 2011

Combinatorial Laplacian Image Cloning.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Projection-Based Image Retrieval Using Class-Specific Metrics.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Spectral Segmentation Using Cartoon-Texture Decomposition and Inner Product-Based Metric.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Edge maps: Representing flow with bounded error.
Proceedings of the IEEE Pacific Visualization Symposium, 2011

2010
PedVis: A Structured, Space-Efficient Technique for Pedigree Visualization.
IEEE Trans. Vis. Comput. Graph., 2010

Two-Phase Mapping for Projecting Massive Data Sets.
IEEE Trans. Vis. Comput. Graph., 2010

Interactive Vector Field Feature Identification.
IEEE Trans. Vis. Comput. Graph., 2010

Fiedler trees for multiscale surface analysis.
Comput. Graph., 2010

Mesh Processing Using On-the-Fly Connectivity Reconstruction Given by Regular Triangulations.
Proceedings of the SIBGRAPI 2010, 2010

Template-Based Remeshing for Image Decomposition.
Proceedings of the SIBGRAPI 2010, 2010

2009
Editorial.
Vis. Comput., 2009

Verifiable Visualization for Isosurface Extraction.
IEEE Trans. Vis. Comput. Graph., 2009

Generating segmented meshes from textured color images.
J. Vis. Commun. Image Represent., 2009

Generating Segmented Quality Meshes from Images.
J. Math. Imaging Vis., 2009

Robust Topology-Based Multiscale Analysis of Scientific Data.
Comput. Sci. Eng., 2009

A new construction of smooth surfaces from triangle meshes using parametric pseudo-manifolds.
Comput. Graph., 2009

2008
Twofold adaptive partition of unity implicits.
Vis. Comput., 2008

Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping.
IEEE Trans. Vis. Comput. Graph., 2008

Topological multi-contour decomposition for image analysis and image retrieval.
Pattern Recognit. Lett., 2008

Front tracking with moving-least-squares surfaces.
J. Comput. Phys., 2008

Topological triangle characterization with application to object detection from images.
Image Vis. Comput., 2008

2007
A topological approach for surface reconstruction from sample points.
Vis. Comput., 2007

Robust and Adaptive Surface Reconstruction using Partition of Unity Implicits.
Proceedings of the SIBGRAPI 2007, 2007

2006
The <i>J<sup>a</sup></i><sub>l</sub> triangulation: An adaptive triangulation in any dimension.
Comput. Graph., 2006

Hardware-accelerated Extraction and Rendering of Point Set Surfaces.
Proceedings of the 8th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2006

Curvature-driven Modeling and Rendering of Point-Based Surfaces.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

Improving 2D mesh image segmentation with Markovian Random Fields.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

Visual Mapping of Text Collections through a Fast High Precision Projection Technique.
Proceedings of the 10th International Conference on Information Visualisation, 2006

An Edge-Preserving Multigrid-Like Technique for Image Denoising.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Empowering iso-surfaces with volume data.
Proceedings of the GRAPP 2006: Proceedings of the First International Conference on Computer Graphics Theory and Applications, 2006

Generating segmented tetrahedral meshes from regular volume data for simulation and visualization applications.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2005
Beta-connection: Generating a family of models from planar cross sections.
ACM Trans. Graph., 2005

Tetrahedron Topological Characterization with Application in Volumetric Reconstruction.
Int. J. Shape Model., 2005

Imesh: An Image Based Quality Mesh Generation Technique.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

Spider Cursor: a simple versatile interaction tool for data visualization and exploration.
Proceedings of the 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2005, Dunedin, New Zealand, November 29, 2005

Circulation and Topological Control in Image Segmentation.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Morse operators for digital planar surfaces and their application to image segmentation.
IEEE Trans. Image Process., 2004

2003
On improved projection techniques to support visual exploration of multi-dimensional data sets.
Inf. Vis., 2003

2002
Distributed sound for volumes: data analysis using distributed visualization and sonification.
Proceedings of the Visualization and Data Analysis 2002, 2002

Beta-Connection: An Approach to Generate Families of Models from Planar Sections.
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

2001
A Novel Approach for Delaunay 3D Reconstruction with a Comparative Analysis in the Light of Applications.
Comput. Graph. Forum, 2001

2000
Qualitative analysis of two reconstruction techniques and their application in dentistry.
J. Electronic Imaging, 2000

Interactive Visualization over the WWW.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

Techniques for Image Compression: A Comparative Analysis.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000


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