Fernando Vieira Paulovich

According to our database, Fernando Vieira Paulovich authored at least 84 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multivariate Data Explanation by Jumping Emerging Patterns Visualization.

Mário Popolin Neto, Fernando V. Paulovich

IEEE Trans. Vis. Comput. Graph., February, 2024

2023

Artificial Intelligence Agents for Materials Sciences.

Osvaldo N. Oliveira, Leonardo Christino, Maria Cristina Ferreira de Oliveira, Fernando Vieira Paulovich

J. Chem. Inf. Model., December, 2023

Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop.

Rafael G. Viegas, Murilo N. Sanches, Alan A. Chen, Fernando V. Paulovich, Angel E. García, Vitor B. P. Leite

J. Chem. Inf. Model., September, 2023

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques.

Angelos Chatzimparmpas, Fernando Vieira Paulovich, Andreas Kerren

Comput. Graph. Forum, February, 2023

2022

Neural network training fingerprint: visual analytics of the training process in classification neural networks.

Martha Dais Ferreira, Gabriel Dias Cantareira, Rodrigo Fernandes de Mello, Fernando V. Paulovich

J. Vis., 2022

Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series.

Leonardo Christino, Martha Dais Ferreira, Fernando V. Paulovich

Inf., 2022

Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications.

Leonardo Christino, Taylor Hill, Fernando V. Paulovich

CoRR, 2022

DimenFix: A novel meta-dimensionality reduction method for feature preservation.

Qiaodan Luo, Leonardo Christino, Fernando V. Paulovich, Evangelos E. Milios

CoRR, 2022

From Data to Knowledge Graphs: A Multi-Layered Method to Model User's Visual Analytics Workflow for Analytical Purposes.

Leonardo Christino, Fernando V. Paulovich

CoRR, 2022

Fast and reliable incremental dimensionality reduction for streaming data.

Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich

Comput. Graph., 2022

2021

Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles.

Mário Popolin Neto, Fernando V. Paulovich

IEEE Trans. Vis. Comput. Graph., 2021

PrAVA: Preprocessing profiling approach for visual analytics.

Alessandra Maciel Paz Milani, Lucas Angelo Loges, Fernando Vieira Paulovich, Isabel Harb Manssour

Inf. Vis., 2021

A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics.

Fernando Henrique Oliveira Abreu, Amílcar Soares Júnior, Fernando V. Paulovich, Stan Matwin

ISPRS Int. J. Geo Inf., 2021

HUMAP: Hierarchical Uniform Manifold Approximation and Projection.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins

CoRR, 2021

Active learning for medical code assignment.

Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando V. Paulovich, Evangelos E. Milios

CoRR, 2021

Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles.

Gabriel Dias Cantareira, Rodrigo Fernandes de Mello, Fernando V. Paulovich

CoRR, 2021

Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization.

Leonardo Christino, Martha Dais Ferreira, Asal Jalilvand, Fernando V. Paulovich

CoRR, 2021

Multi-point dimensionality reduction to improve projection layout reliability.

Farshad Barahimi, Fernando V. Paulovich

CoRR, 2021

Scaling the Growing Neural Gas for Visual Cluster Analysis.

Elio Ventocilla, Rafael Messias Martins, Fernando Vieira Paulovich, Maria Riveiro

Big Data Res., 2021

ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings.

Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero

Big Data Res., 2021

Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media.

Xuemin Yu, Martha Dais Ferreira, Fernando V. Paulovich

IEEE Access, 2021

Transitive Halifax: An Activity-Based Search Engine for Bus Routes.

Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Local Anomaly Detection In Maritime Traffic Using Visual Analytics.

Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

2020

Visualization in the preprocessing phase: Getting insights from enterprise professionals.

Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour

Inf. Vis., 2020

Visual feature fusion and its application to support unsupervised clustering tasks.

Gladys M. H. Hilasaca, Fernando V. Paulovich

Inf. Vis., 2020

Exploring Neural Network Hidden Layer Activity Using Vector Fields.

Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich

Inf., 2020

Xtreaming: an incremental multidimensional projection technique and its application to streaming data.

Tácito T. A. T. Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando Vieira Paulovich

CoRR, 2020

RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms.

Mateus Pereira, Fernando V. Paulovich

Comput. Graph., 2020

Similarity-Driven Edge Bundling: Data-Oriented Clutter Reduction in Graphs Layouts.

Fabio Sikansi, Renato R. O. da Silva, Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich

Algorithms, 2020

Iterative learning to rank from explicit relevance feedback.

Mateus Pereira, Elham Etemad, Fernando V. Paulovich

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Progressive Multidimensional Projections: A Process Model based on Vector Quantization.

Elio Alejandro Ventocilla, Rafael Messias Martins, Fernando V. Paulovich, Maria Riveiro

Proceedings of the 3rd Workshop on Machine Learning Methods in Visualisation for Big Data, 2020

Visualizing Learning Space in Neural Network Hidden Layers.

Gabriel Dias Cantareira, Fernando V. Paulovich, Elham Etemad

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

A Generic Model for Projection Alignment Applied to Neural Network Visualization.

Gabriel Dias Cantareira, Fernando V. Paulovich

Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

2019

Visualization in the preprocessing phase: an interview study with enterprise professionals.

Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour

CoRR, 2019

Distance Preserving Grid Layouts.

Gladys M. H. Hilasaca, Fernando Vieira Paulovich

CoRR, 2019

User-guided Dimensionality Reduction Ensembles.

Gladys M. H. Hilasaca, Fernando Vieira Paulovich

Proceedings of the 23rd International Conference on Information Visualisation, 2019

Third workshop on exploratory search and interactive data analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich, Denis Parra, Osnat Mokryn

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

2018

UPDis: A user-assisted projection technique for distance information.

Tácito T. A. T. Neves, Samuel G. Fadel, Gladys M. H. Mamani, Francisco M. Fatore, Fernando Vieira Paulovich

Inf. Vis., 2018

The Shape of the Game.

Danilo Barbosa Coimbra, Tácito Trindade de Araújo Tiburtino Neves, Alexandru Cristian Telea, Fernando Vieira Paulovich

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017

Exploratory Search and Interactive Data Analytics.

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

2016

Visualizing and Interacting with Kernelized Data.

A. Barbosa, Fernando Vieira Paulovich, Afonso Paiva, Siome Goldenstein, Fabiano Petronetto, Luis Gustavo Nonato

IEEE Trans. Vis. Comput. Graph., 2016

MoshViz: A Detail+Overview Approach to Visualize Music Elements.

Gabriel Dias Cantareira, Luis Gustavo Nonato, Fernando Vieira Paulovich

IEEE Trans. Multim., 2016

Explaining three-dimensional dimensionality reduction plots.

Danilo Barbosa Coimbra, Rafael Messias Martins, Tácito T. A. T. Neves, Alexandru C. Telea, Fernando Vieira Paulovich

Inf. Vis., 2016

2015

Análise Visual utilizando Projeções Multidimensionais.

Tácito Trindade de Araújo Tiburtino Neves, Samuel G. Fadel, Danilo Barbosa Coimbra, Fernando Vieira Paulovich

RITA, 2015

Projection inspector: Assessment and synthesis of multidimensional projections.

Paulo A. Pagliosa, Fernando Vieira Paulovich, Rosane Minghim, Haim Levkowitz, Luis Gustavo Nonato

Neurocomputing, 2015

LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces.

Samuel G. Fadel, Francisco M. Fatore, Felipe S. L. G. Duarte, Fernando Vieira Paulovich

Neurocomputing, 2015

Concentric RadViz: Visual Exploration of Multi-task Classification.

Jorge Henrique Piazentin Ono, Fabio Sikansi, Débora Cristina Corrêa, Fernando Vieira Paulovich, Afonso Paiva, Luis Gustavo Nonato

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

2014

Nmap: A Novel Neighborhood Preservation Space-filling Algorithm.

Felipe S. L. G. Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando Vieira Paulovich

IEEE Trans. Vis. Comput. Graph., 2014

Visualization of Music Collections Based on Structural Content Similarity.

Aurea Soriano-Vargas, Fernando Vieira Paulovich, Luis Gustavo Nonato, Maria Cristina Ferreira de Oliveira

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

2013

User-driven Feature Space Transformation.

Gladys M. H. Mamani, Francisco M. Fatore, Luis Gustavo Nonato, Fernando Vieira Paulovich

Comput. Graph. Forum, 2013

Visualizing Temporal Behavior in Multifield Particle Simulations.

T. S. Reis Santos, Fernando Vieira Paulovich, Vladimir Molchanov, Lars Linsen, Maria Cristina Ferreira de Oliveira

Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

2012

Seeing beyond reading: a survey on visual text analytics.

Aretha Barbosa Alencar, Maria Cristina Ferreira de Oliveira, Fernando Vieira Paulovich

WIREs Data Mining Knowl. Discov., 2012

Multidimensional Projections for Visual Analysis of Social Networks.

Rafael Messias Martins, Gabriel de Faria Andery, Henry Heberle, Fernando Vieira Paulovich, Alneu de Andrade Lopes, Hélio Pedrini, Rosane Minghim

J. Comput. Sci. Technol., 2012

A visual analysis approach to validate the selection review of primary studies in systematic reviews.

Kátia Romero Felizardo, Gabriel de Faria Andery, Fernando Vieira Paulovich, Rosane Minghim, José Carlos Maldonado

Inf. Softw. Technol., 2012

User-Centered Multidimensional Projection Techniques.

Cláudio T. Silva, Fernando Vieira Paulovich, Luis Gustavo Nonato

Comput. Sci. Eng., 2012

Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data.

Jorge Poco, Danilo Medeiros Eler, Fernando Vieira Paulovich, Rosane Minghim

Comput. Graph. Forum, 2012

Semantic Wordification of Document Collections.

Fernando Vieira Paulovich, Franklina Maria Bragion Toledo, Guilherme P. Telles, Rosane Minghim, Luis Gustavo Nonato

Comput. Graph. Forum, 2012

Projection-based Visualization of Dynamical Processes on Networks.

Farshad Ghassemi Toosi, Fernando Vieira Paulovich, Marc-Thorsten Hütt, Lars Linsen

Proceedings of the 14th Eurographics Conference on Visualization, 2012

Colorization by Multidimensional Projection.

Wallace Casaca, Erick Gomez Nieto, Cynthia O. L. Ferreira, Geovan Tavares, Paulo A. Pagliosa, Fernando Vieira Paulovich, Luis Gustavo Nonato, Afonso Paiva

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Time-aware visualization of document collections.

Aretha Barbosa Alencar, Katy Börner, Fernando Vieira Paulovich, Maria Cristina Ferreira de Oliveira

Proceedings of the ACM Symposium on Applied Computing, 2012

2011

Local Affine Multidimensional Projection.

Paulo Joia, Danilo Barbosa Coimbra, José Alberto Cuminato, Fernando Vieira Paulovich, Luis Gustavo Nonato

IEEE Trans. Vis. Comput. Graph., 2011

Skeleton-Based Edge Bundling for Graph Visualization.

Ozan Ersoy, Christophe Hurter, Fernando Vieira Paulovich, Gabriel Cantareiro, Alexandru C. Telea

IEEE Trans. Vis. Comput. Graph., 2011

A Framework for Exploring Multidimensional Data with 3D Projections.

Jorge Poco, Ronak Etemadpour, Fernando Vieira Paulovich, Tran Van Long, Paul Rosenthal, Maria Cristina Ferreira de Oliveira, Lars Linsen, Rosane Minghim

Comput. Graph. Forum, 2011

Piece wise Laplacian-based Projection for Interactive Data Exploration and Organization.

Fernando Vieira Paulovich, Danilo Medeiros Eler, Jorge Poco, Charl P. Botha, Rosane Minghim, Luis Gustavo Nonato

Comput. Graph. Forum, 2011

2010

Two-Phase Mapping for Projecting Massive Data Sets.

Fernando Vieira Paulovich, Cláudio T. Silva, Luis Gustavo Nonato

IEEE Trans. Vis. Comput. Graph., 2010

Visual Data Exploration to Feature Space Definition.

Bruno Brandoli, Danilo Medeiros Eler, Fernando Vieira Paulovich, Rosane Minghim, João Batista Neto

Proceedings of the SIBGRAPI 2010, 2010

2009

Visual analysis of image collections.

Danilo Medeiros Eler, Marcel Vieira Nakazaki, Fernando Vieira Paulovich, Davi P. Santos, Gabriel de Faria Andery, Maria Cristina Ferreira de Oliveira, João Batista Neto, Rosane Minghim

Vis. Comput., 2009

Topic-Based Coordination for Visual Analysis of Evolving Document Collections.

Danilo Medeiros Eler, Fernando Vieira Paulovich, Maria Cristina Ferreira de Oliveira, Rosane Minghim

Proceedings of the 13th International Conference on Information Visualisation, 2009

2008

Multidimensional data mapping - integrating mining and visualization (Mapeamento de dados multi-dimensionais - integrando mineração e visualização).

Fernando Vieira Paulovich

PhD thesis, 2008

Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping.

Fernando Vieira Paulovich, Luis Gustavo Nonato, Rosane Minghim, Haim Levkowitz

IEEE Trans. Vis. Comput. Graph., 2008

HiPP: A Novel Hierarchical Point Placement Strategy and its Application to the Exploration of Document Collections.

Fernando Vieira Paulovich, Rosane Minghim

IEEE Trans. Vis. Comput. Graph., 2008

Multidimensional Visualization to Support Analysis of Image Collections.

Danilo Medeiros Eler, Marcel Y. Nakazaki, Fernando Vieira Paulovich, Davi P. Santos, Maria Cristina Ferreira de Oliveira, João Batista Neto, Rosane Minghim

Proceedings of the SIBGRAPI 2008, 2008

PEx-WEB: Content-based Visualization of Web Search Results.

Fernando Vieira Paulovich, Roberto Pinho, Charl P. Botha, Anton Heijs, Rosane Minghim

Proceedings of the 12th International Conference on Information Visualisation, 2008

Coordinated and Multiple Views for Visualizing Text Collections.

Danilo Medeiros Eler, Fernando Vieira Paulovich, Maria Cristina Ferreira de Oliveira, Rosane Minghim

Proceedings of the 12th International Conference on Information Visualisation, 2008

Similarity-Based Visualization of Time Series Collections: An Application to Analysis of Streamflows.

Aretha Barbosa Alencar, Fernando Vieira Paulovich, Rosane Minghim, Marinho Gomes Andrade, Maria Cristina Ferreira de Oliveira

Proceedings of the 12th International Conference on Information Visualisation, 2008

2007

Normalized compression distance for visual analysis of document collections.

Guilherme P. Telles, Rosane Minghim, Fernando Vieira Paulovich

Comput. Graph., 2007

Visual text mining using association rules.

Alneu de Andrade Lopes, Roberto Pinho, Fernando Vieira Paulovich, Rosane Minghim

Comput. Graph., 2007

The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization.

Fernando Vieira Paulovich, Maria Cristina Ferreira de Oliveira, Rosane Minghim

Proceedings of the SIBGRAPI 2007, 2007

Point Placement by Phylogenetic Trees and its Application to Visual Analysis of Document Collections.

Ana M. Cuadros, Fernando Vieira Paulovich, Rosane Minghim, Guilherme P. Telles

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

2006

Content-based text mapping using multi-dimensional projections for exploration of document collections.

Rosane Minghim, Fernando Vieira Paulovich, Alneu de Andrade Lopes

Proceedings of the Visualization and Data Analysis 2006, 2006

Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections.

Alneu de Andrade Lopes, Rosane Minghim, Vinícius Veloso de Melo, Fernando Vieira Paulovich

Proceedings of the Visualization and Data Analysis 2006, 2006

Visual Mapping of Text Collections through a Fast High Precision Projection Technique.

Fernando Vieira Paulovich, Luis Gustavo Nonato, Rosane Minghim

Proceedings of the 10th International Conference on Information Visualisation, 2006

Text Map Explorer: a Tool to Create and Explore Document Maps.

Fernando Vieira Paulovich, Rosane Minghim

Proceedings of the 10th International Conference on Information Visualisation, 2006