Text Map Explorer: a Tool to Create and Explore Document Maps. - Fernando Vieira Paulovich; Rosane Minghim (IV, 2006)

Visual Mapping of Text Collections through a Fast High Precision Projection Technique. - Fernando Vieira Paulovich; Luis Gustavo Nonato; Rosane Minghim (IV, 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 (Visualization and Data Analysis, 2006)

Content-based text mapping using multi-dimensional projections for exploration of document collections. - Rosane Minghim; Fernando Vieira Paulovich; Alneu de Andrade Lopes (Visualization and Data Analysis, 2006)

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 (IEEE VAST, 2007)

The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization. - Fernando Vieira Paulovich; Maria Cristina Ferreira de Oliveira; Rosane Minghim (SIBGRAPI, 2007)

Visual text mining using association rules. - Alneu de Andrade Lopes; Roberto Pinho; Fernando Vieira Paulovich; Rosane Minghim (Comput. Graph., 2007)

Normalized compression distance for visual analysis of document collections. - Guilherme P. Telles; Rosane Minghim; Fernando Vieira Paulovich (Comput. Graph., 2007)

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 (IV, 2008)

Coordinated and Multiple Views for Visualizing Text Collections. - Danilo Medeiros Eler; Fernando Vieira Paulovich; Maria Cristina Ferreira de Oliveira; Rosane Minghim (IV, 2008)

PEx-WEB: Content-based Visualization of Web Search Results. - Fernando Vieira Paulovich; Roberto Pinho; Charl P. Botha; Anton Heijs; Rosane Minghim (IV, 2008)

Multidimensional Visualization to Support Analysis of Image Collections. - Danilo Medeiros Eler; Marcel Y. Nakazaki; Fernando Vieira Paulovich; Davi Pereira-Santos; Maria Cristina Ferreira de Oliveira; João Batista Neto; Rosane Minghim (SIBGRAPI, 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)

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)

Multidimensional data mapping - integrating mining and visualization (Mapeamento de dados multi-dimensionais - integrando mineração e visualização). - Fernando Vieira Paulovich (2008)

Topic-Based Coordination for Visual Analysis of Evolving Document Collections. - Danilo Medeiros Eler; Fernando Vieira Paulovich; Maria Cristina Ferreira de Oliveira; Rosane Minghim (IV, 2009)

Visual analysis of image collections. - Danilo Medeiros Eler; Marcel Y. Nakazaki; Fernando Vieira Paulovich; Davi Pereira-Santos; Gabriel de Faria Andery; Maria Cristina Ferreira de Oliveira; João Batista Neto; Rosane Minghim (Vis. Comput., 2009)

Visual Data Exploration to Feature Space Definition. - Bruno Brandoli; Danilo Medeiros Eler; Fernando Vieira Paulovich; Rosane Minghim; João Batista Neto (SIBGRAPI, 2010)

Two-Phase Mapping for Projecting Massive Data Sets. - Fernando Vieira Paulovich; Cláudio T. Silva; Luis Gustavo Nonato (IEEE Trans. Vis. Comput. Graph., 2010)

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)

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)

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)

Local Affine Multidimensional Projection. - Paulo Joia; Danilo Barbosa Coimbra; José Alberto Cuminato; Fernando Vieira Paulovich; Luis Gustavo Nonato (IEEE Trans. Vis. Comput. Graph., 2011)

Time-aware visualization of document collections. - Aretha Barbosa Alencar; Katy Börner; Fernando Vieira Paulovich; Maria Cristina Ferreira de Oliveira (SAC, 2012)

Colorization by Multidimensional Projection. - Wallace Casaca; Erick Gomez Nieto; Cynthia de Oliveira Lage Ferreira; Geovan Tavares; Paulo A. Pagliosa; Fernando Vieira Paulovich; Luis Gustavo Nonato; Afonso Paiva 001 (SIBGRAPI, 2012)

Projection-based Visualization of Dynamical Processes on Networks. - Farshad Ghassemi Toosi; Fernando Vieira Paulovich; Marc-Thorsten Hütt; Lars Linsen (EuroVis (Short Papers), 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)

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)

User-Centered Multidimensional Projection Techniques. - Cláudio T. Silva; Fernando Vieira Paulovich; Luis Gustavo Nonato (Comput. Sci. Eng., 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)

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)

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)

Visualizing Temporal Behavior in Multifield Particle Simulations. - T. S. Reis Santos; Fernando Vieira Paulovich; Vladimir Molchanov; Lars Linsen; Maria Cristina Ferreira de Oliveira (GRAPP/IVAPP, 2013)

User-driven Feature Space Transformation. - Gladys M. H. Mamani; Francisco M. Fatore; Luis Gustavo Nonato; Fernando Vieira Paulovich (Comput. Graph. Forum, 2013)

Visualization of Music Collections Based on Structural Content Similarity. - Aurea Soriano-Vargas; Fernando Vieira Paulovich; Luis Gustavo Nonato; Maria Cristina Ferreira de Oliveira (SIBGRAPI, 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)

Concentric RadViz: Visual Exploration of Multi-task Classification. - Jorge Henrique Piazentin Ono; Fabio Sikansi; Débora Cristina Corrêa; Fernando Vieira Paulovich; Afonso Paiva 001; Luis Gustavo Nonato (SIBGRAPI, 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)

Projection inspector: Assessment and synthesis of multidimensional projections. - Paulo A. Pagliosa; Fernando Vieira Paulovich; Rosane Minghim; Haim Levkowitz; Luis Gustavo Nonato (Neurocomputing, 2015)

Análise Visual utilizando Projeções Multidimensionais. - Tácito Trindade de Araújo Tiburtino Neves; Samuel G. Fadel; Danilo Barbosa Coimbra; Fernando Vieira Paulovich (RITA, 2015)

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)

MoshViz: A Detail+Overview Approach to Visualize Music Elements. - Gabriel Dias Cantareira; Luis Gustavo Nonato; Fernando Vieira Paulovich (IEEE Trans. Multim., 2016)

Visualizing and Interacting with Kernelized Data. - A. Barbosa; Fernando Vieira Paulovich; Afonso Paiva 001; Siome Goldenstein; Fabiano Petronetto; Luis Gustavo Nonato (IEEE Trans. Vis. Comput. Graph., 2016)

Exploratory Search and Interactive Data Analytics. - Dorota Glowacka; Evangelos E. Milios; Axel J. Soto; Fernando Vieira Paulovich (IUI Companion, 2017)

The Shape of the Game. - Danilo Barbosa Coimbra; Tácito Trindade de Araújo Tiburtino Neves; Alexandru Cristian Telea; Fernando Vieira Paulovich (SIBGRAPI, 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)

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 (IUI Companion, 2019)

User-guided Dimensionality Reduction Ensembles. - Gladys M. H. Hilasaca; Fernando Vieira Paulovich (IV (1), 2019)

Distance Preserving Grid Layouts. - Gladys M. H. Hilasaca; Fernando Vieira Paulovich (CoRR, 2019)

Visualization in the preprocessing phase: an interview study with enterprise professionals. - Alessandra Maciel Paz Milani; Fernando V. Paulovich; Isabel Harb Manssour (CoRR, 2019)

A Generic Model for Projection Alignment Applied to Neural Network Visualization. - Gabriel Dias Cantareira; Fernando V. Paulovich (EuroVA@Eurographics/EuroVis, 2020)

Visualizing Learning Space in Neural Network Hidden Layers. - Gabriel Dias Cantareira; Fernando V. Paulovich; Elham Etemad (VISIGRAPP (3: IVAPP), 2020)

Progressive Multidimensional Projections: A Process Model based on Vector Quantization. - Elio Alejandro Ventocilla; Rafael Messias Martins; Fernando V. Paulovich; Maria Riveiro 001 (MLVis@Eurographics/EuroVis, 2020)

Iterative learning to rank from explicit relevance feedback. - Mateus Pereira; Elham Etemad; Fernando V. Paulovich (SAC, 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)

RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms. - Mateus Pereira; Fernando V. Paulovich (Comput. Graph., 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)

Exploring Neural Network Hidden Layer Activity Using Vector Fields. - Gabriel Dias Cantareira; Elham Etemad; Fernando V. Paulovich (Inf., 2020)

Visual feature fusion and its application to support unsupervised clustering tasks. - Gladys M. H. Hilasaca; Fernando V. Paulovich (Inf. Vis., 2020)

Visualization in the preprocessing phase: Getting insights from enterprise professionals. - Alessandra Maciel Paz Milani; Fernando V. Paulovich; Isabel Harb Manssour (Inf. Vis., 2020)

Local Anomaly Detection In Maritime Traffic Using Visual Analytics. - Fernando Henrique Oliveira Abreu; Amílcar Soares 001; Fernando V. Paulovich; Stan Matwin (EDBT/ICDT Workshops, 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 (IUI Companion, 2021)

Transitive Halifax: An Activity-Based Search Engine for Bus Routes. - Jinkun Chen; Vinicius Monteiro de Lira; Fernando V. Paulovich; Amílcar Soares 001 (MDM, 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)

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)

Scaling the Growing Neural Gas for Visual Cluster Analysis. - Elio Ventocilla; Rafael Messias Martins; Fernando Vieira Paulovich; Maria Riveiro 001 (Big Data Res., 2021)

Multi-point dimensionality reduction to improve projection layout reliability. - Farshad Barahimi; 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)

Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles. - Gabriel Dias Cantareira; Rodrigo Fernandes de Mello; Fernando V. Paulovich (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)

A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics. - Fernando Henrique Oliveira Abreu; Amílcar Soares Júnior 001; Fernando V. Paulovich; Stan Matwin (ISPRS Int. J. Geo Inf., 2021)

PrAVA: Preprocessing profiling approach for visual analytics. - Alessandra Maciel Paz Milani; Lucas Angelo Loges; Fernando Vieira Paulovich; Isabel Harb Manssour (Inf. Vis., 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)

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)

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)

DimenFix: A novel meta-dimensionality reduction method for feature preservation. - Qiaodan Luo; Leonardo Christino; Fernando V. Paulovich; Evangelos E. Milios (CoRR, 2022)

Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications. - Leonardo Christino; Taylor Hill; Fernando V. Paulovich (CoRR, 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)

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)

ChatKG: Visualizing Temporal Patterns as Knowledge Graph. - Leonardo Christino; Fernando V. Paulovich (EuroVA@EuroVis, 2023)

Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood. - Davi Pereira-Santos; Tácito Trindade de Araújo Tiburtino Neves; André C. P. L. F. de Carvalho; Fernando V. Paulovich (EuroVA@EuroVis, 2023)

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. - Angelos Chatzimparmpas; Fernando Vieira Paulovich; Andreas Kerren (Comput. Graph. Forum, 2023)

Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop. - Rafael Giordano Viegas; Murilo Nogueira Sanches; Alan A. Chen; Fernando V. Paulovich; Angel E. García; Vitor B. P. Leite (J. Chem. Inf. Model., 2023)

Artificial Intelligence Agents for Materials Sciences. - Osvaldo N. Oliveira; Leonardo Christino; Maria Cristina Ferreira de Oliveira; Fernando Vieira Paulovich (J. Chem. Inf. Model., 2023)

DimenFix: a Novel Meta-Dimensionality Reduction Strategy for Feature Preservation. - Qiaodan Luo; Leonardo Christino; Evangelos E. Milios; Fernando V. Paulovich (EuroVA@EuroVis, 2024)

Manifold Modelling with Minimum Spanning Trees. - Daniël M. Bot; Peiyang Huo; Alessio Arleo; Fernando V. Paulovich; Jan Aerts (EuroVis (Posters), 2024)

FR-glyphs for Multidimensional Categorical Data. - Delorean C. Canlon; Fernando V. Paulovich; Martijn Tennekes (EuroVis (Short Papers), 2024)

ChatKG: Visualizing time-series patterns aided by intelligent agents and a knowledge graph. - Leonardo Christino; Fernando V. Paulovich (Comput. Graph., 2024)

ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization. - Rafael Giordano Viegas; Ingrid B. S. Martins; Murilo Nogueira Sanches; Antonio B. Oliveira Junior; Juliana B. de Camargo; Fernando V. Paulovich; Vitor B. P. Leite (J. Chem. Inf. Model., 2024)

Multivariate Data Explanation by Jumping Emerging Patterns Visualization. - Mário Popolin Neto; Fernando V. Paulovich (IEEE Trans. Vis. Comput. Graph., 2024)

A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts. - Gladys M. H. Hilasaca; Wilson Estécio Marcílio-Jr; Danilo Medeiros Eler; Rafael Messias Martins; Fernando V. Paulovich (IEEE Trans. Vis. Comput. Graph., 2024)

DimenFix: A novel meta-strategy to preserve user-defined data values on dimensionality reduction layouts. - Zixuan Han; Diede van der Hoorn; Thomas Höllt; Qiaodan Luo; Leonardo Christino; Evangelos E. Milios; Fernando V. Paulovich (Comput. Graph., 2025)

When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities. - Fernando V. Paulovich; Alessio Arleo; Stef van den Elzen (Comput. Graph. Forum, 2025)

Special Section on SIBGRAPI 2023. - Thales Sehn Körting; Esteban Walter Gonzalez Clua; Rogério Feris; Fernando Vieira Paulovich (Pattern Recognit. Lett., 2025)

HUMAP: Hierarchical Uniform Manifold Approximation and Projection. - Wilson Estécio Marcílio Júnior; Danilo Medeiros Eler; Fernando V. Paulovich; Rafael Messias Martins (IEEE Trans. Vis. Comput. Graph., 2025)