Fernando V. Paulovich

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Dimensionality Reduction

Visual Analytics

Visual Representation

Jumping Emerging Patterns

Top Venues

IEEE Trans. Vis. Comput. Graph.

J. Chem. Inf. Model.

Publications

Mário Popolin Neto, Fernando V. Paulovich
Multivariate Data Explanation by Jumping Emerging Patterns Visualization. IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
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
ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization. J. Chem. Inf. Model. 64 (8) (2024)
Gladys M. H. Hilasaca, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rafael Messias Martins, Fernando V. Paulovich
A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Rafael G. Viegas, Murilo N. Sanches, Alan A. Chen, Fernando V. Paulovich, Angel E. García, Vitor B. P. Leite
Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop. J. Chem. Inf. Model. 63 (17) (2023)
Davi Pereira-Santos, Tácito Trindade de Araújo Tiburtino Neves, André C. P. L. F. de Carvalho, Fernando V. Paulovich
Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood. EuroVA@EuroVis (2023)
Leonardo Christino, Fernando V. Paulovich
ChatKG: Visualizing Temporal Patterns as Knowledge Graph. EuroVA@EuroVis (2023)
Leonardo Christino, Fernando V. Paulovich
From Data to Knowledge Graphs: A Multi-Layered Method to Model User's Visual Analytics Workflow for Analytical Purposes. CoRR (2022)
Leonardo Christino, Taylor Hill, Fernando V. Paulovich
Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications. CoRR (2022)
Martha Dais Ferreira, Gabriel Dias Cantareira, Rodrigo Fernandes de Mello, Fernando V. Paulovich
Neural network training fingerprint: visual analytics of the training process in classification neural networks. J. Vis. 25 (3) (2022)
Leonardo Christino, Martha Dais Ferreira, Fernando V. Paulovich
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series. Inf. 13 (8) (2022)
Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. CoRR (2022)
Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich
Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. 102 (2022)
Qiaodan Luo, Leonardo Christino, Fernando V. Paulovich, Evangelos E. Milios
DimenFix: A novel meta-dimensionality reduction method for feature preservation. CoRR (2022)
Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin
Local Anomaly Detection In Maritime Traffic Using Visual Analytics. EDBT/ICDT Workshops (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins
HUMAP: Hierarchical Uniform Manifold Approximation and Projection. CoRR (2021)
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra
Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA). IUI Companion (2021)
Gabriel Dias Cantareira, Rodrigo F. Mello, Fernando V. Paulovich
Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles. CoRR (2021)
Xuemin Yu, Martha Dais Ferreira, Fernando V. Paulovich
Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media. IEEE Access 9 (2021)
Mário Popolin Neto, Fernando V. Paulovich
Multivariate Data Explanation by Jumping Emerging Patterns Visualization. CoRR (2021)
Fernando Henrique Oliveira Abreu, Amílcar Soares Júnior, Fernando V. Paulovich, Stan Matwin
A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares
Transitive Halifax: An Activity-Based Search Engine for Bus Routes. MDM (2021)
Mário Popolin Neto, Fernando V. Paulovich
Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. Big Data Res. 25 (2021)
Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando V. Paulovich, Evangelos E. Milios
Active learning for medical code assignment. CoRR (2021)
Leonardo Christino, Martha Dais Ferreira, Asal Jalilvand, Fernando V. Paulovich
Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization. CoRR (2021)
Farshad Barahimi, Fernando V. Paulovich
Multi-point dimensionality reduction to improve projection layout reliability. CoRR (2021)
Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
ExplorerTree: a focus+context exploration approach for 2D embeddings. CoRR (2021)
Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich
Exploring Neural Network Hidden Layer Activity Using Vector Fields. Inf. 11 (9) (2020)
Gabriel Dias Cantareira, Fernando V. Paulovich, Elham Etemad
Visualizing Learning Space in Neural Network Hidden Layers. VISIGRAPP (3: IVAPP) (2020)
Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour
Visualization in the preprocessing phase: Getting insights from enterprise professionals. Inf. Vis. 19 (4) (2020)
Fabio Sikansi, Renato R. O. da Silva, Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich
Similarity-Driven Edge Bundling: Data-Oriented Clutter Reduction in Graphs Layouts. Algorithms 13 (11) (2020)
Mateus Pereira, Fernando V. Paulovich
RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms. Comput. Graph. 93 (2020)
Gabriel Dias Cantareira, Fernando V. Paulovich
A Generic Model for Projection Alignment Applied to Neural Network Visualization. EuroVA@Eurographics/EuroVis (2020)
Gladys M. H. Hilasaca, Fernando V. Paulovich
Visual feature fusion and its application to support unsupervised clustering tasks. Inf. Vis. 19 (2) (2020)
Elio Alejandro Ventocilla, Rafael Messias Martins, Fernando V. Paulovich, Maria Riveiro
Progressive Multidimensional Projections: A Process Model based on Vector Quantization. MLVis@Eurographics/EuroVis (2020)
Mateus Pereira, Elham Etemad, Fernando V. Paulovich
Iterative learning to rank from explicit relevance feedback. SAC (2020)
Mário Popolin Neto, Fernando V. Paulovich
Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles. CoRR (2020)
Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour
Visualization in the preprocessing phase: an interview study with enterprise professionals. CoRR (2019)