Fernando V. Paulovich

50 papers B 1Misc 1Journal 38Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Foreword to special section: Highlights from EuroVA 2025. Comput. Graph. Hans-Jörg Schulz, Fernando V. Paulovich
2025	J	`jnl`	Challenges and Opportunities for the Visualization of Protein Energy Landscapes. IEEE Computer Graphics and Applications Jaume Ros, Alessio Arleo, Rafael Giordano Viegas, Vitor B. P. Leite, Fernando V. Paulovich
2025	J	`jnl`	DimenFix: A novel meta-strategy to preserve user-defined data values on dimensionality reduction layouts. Comput. Graph. Zixuan Han, Diede van der Hoorn, Thomas Höllt, Qiaodan Luo, Leonardo Christino, Evangelos E. Milios, Fernando V. Paulovich
2025	J	`jnl`	HUMAP: Hierarchical Uniform Manifold Approximation and Projection. IEEE Trans. Vis. Comput. Graph. Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins
2025	J	`jnl`	SeRViz: a visual analytics system for the analysis of sequential rules and its application to airport ground handling operations. J. Vis. Asal Jalilvand, Leonardo Milhomem Franco Christino, Fernando V. Paulovich
2025	J	`jnl`	When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities. Comput. Graph. Forum Fernando V. Paulovich, Alessio Arleo, Stef van den Elzen
2025	J	`jnl`	Why Can't I See My Clusters? A Precision-Recall Approach to Dimensionality Reduction Validation. CoRR Diede P. M. Van der Hoorn, Alessio Arleo, Fernando V. Paulovich
2024	J	`jnl`	A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts. IEEE Trans. Vis. Comput. Graph. Gladys M. H. Hilasaca, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Rafael Messias Martins, Fernando V. Paulovich
2024	J	`jnl`	ChatKG: Visualizing time-series patterns aided by intelligent agents and a knowledge graph. Comput. Graph. Leonardo Christino, Fernando V. Paulovich
2024	—	`conf`	DimenFix: a Novel Meta-Dimensionality Reduction Strategy for Feature Preservation. EuroVA@EuroVis Qiaodan Luo, Leonardo Christino, Evangelos E. Milios, Fernando V. Paulovich
2024	J	`jnl`	ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization. J. Chem. Inf. Model. 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
2024	—	`conf`	FR-glyphs for Multidimensional Categorical Data. EuroVis (Short Papers) Delorean C. Canlon, Fernando V. Paulovich, Martijn Tennekes
2024	—	`conf`	Manifold Modelling with Minimum Spanning Trees. EuroVis (Posters) Daniël M. Bot, Peiyang Huo, Alessio Arleo, Fernando V. Paulovich, Jan Aerts
2024	J	`jnl`	Multivariate Data Explanation by Jumping Emerging Patterns Visualization. IEEE Trans. Vis. Comput. Graph. Mário Popolin Neto, Fernando V. Paulovich
2024	J	`jnl`	When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities. CoRR Fernando V. Paulovich, Alessio Arleo, Stef van den Elzen
2023	J	`jnl`	Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop. J. Chem. Inf. Model. Rafael Giordano Viegas, Murilo Nogueira Sanches, Alan A. Chen, Fernando V. Paulovich, Angel E. García, Vitor B. P. Leite
2023	—	`conf`	ChatKG: Visualizing Temporal Patterns as Knowledge Graph. EuroVA@EuroVis Leonardo Christino, Fernando V. Paulovich
2023	—	`conf`	Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood. EuroVA@EuroVis Davi Pereira-Santos, Tácito Trindade de Araújo Tiburtino Neves, André C. P. L. F. de Carvalho, Fernando V. Paulovich
2022	J	`jnl`	DimenFix: A novel meta-dimensionality reduction method for feature preservation. CoRR Qiaodan Luo, Leonardo Christino, Fernando V. Paulovich, Evangelos E. Milios
2022	J	`jnl`	Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich
2022	J	`jnl`	From Data to Knowledge Graphs: A Multi-Layered Method to Model User's Visual Analytics Workflow for Analytical Purposes. CoRR Leonardo Christino, Fernando V. Paulovich
2022	J	`jnl`	HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. CoRR Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren
2022	J	`jnl`	Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications. CoRR Leonardo Christino, Taylor Hill, Fernando V. Paulovich
2022	J	`jnl`	Neural network training fingerprint: visual analytics of the training process in classification neural networks. J. Vis. Martha Dais Ferreira, Gabriel Dias Cantareira, Rodrigo Fernandes de Mello, Fernando V. Paulovich
2022	J	`jnl`	Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series. Inf. Leonardo Christino, Martha Dais Ferreira, Fernando V. Paulovich
2021	J	`jnl`	A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics. ISPRS Int. J. Geo Inf. Fernando Henrique Oliveira Abreu, Amílcar Soares Júnior, Fernando V. Paulovich, Stan Matwin
2021	J	`jnl`	Active learning for medical code assignment. CoRR Martha Dais Ferreira, Michal Malyska, Nicola Sahar, Riccardo Miotto, Fernando V. Paulovich, Evangelos E. Milios
2021	J	`jnl`	Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles. CoRR Gabriel Dias Cantareira, Rodrigo Fernandes de Mello, Fernando V. Paulovich
2021	J	`jnl`	Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles. IEEE Trans. Vis. Comput. Graph. Mário Popolin Neto, Fernando V. Paulovich
2021	J	`jnl`	Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization. CoRR Leonardo Christino, Martha Dais Ferreira, Asal Jalilvand, Fernando V. Paulovich
2021	J	`jnl`	ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. Big Data Res. Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
2021	J	`jnl`	ExplorerTree: a focus+context exploration approach for 2D embeddings. CoRR Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero
2021	—	`conf`	Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA). IUI Companion Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra
2021	J	`jnl`	HUMAP: Hierarchical Uniform Manifold Approximation and Projection. CoRR Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, Rafael Messias Martins
2021	—	`conf`	Local Anomaly Detection In Maritime Traffic Using Visual Analytics. EDBT/ICDT Workshops Fernando Henrique Oliveira Abreu, Amílcar Soares, Fernando V. Paulovich, Stan Matwin
2021	J	`jnl`	Multi-point dimensionality reduction to improve projection layout reliability. CoRR Farshad Barahimi, Fernando V. Paulovich
2021	J	`jnl`	Multivariate Data Explanation by Jumping Emerging Patterns Visualization. CoRR Mário Popolin Neto, Fernando V. Paulovich
2021	J	`jnl`	Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media. IEEE Access Xuemin Yu, Martha Dais Ferreira, Fernando V. Paulovich
2021	B	`conf`	Transitive Halifax: An Activity-Based Search Engine for Bus Routes. MDM Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares
2020	—	`conf`	A Generic Model for Projection Alignment Applied to Neural Network Visualization. EuroVA@Eurographics/EuroVis Gabriel Dias Cantareira, Fernando V. Paulovich
2020	J	`jnl`	Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles. CoRR Mário Popolin Neto, Fernando V. Paulovich
2020	J	`jnl`	Exploring Neural Network Hidden Layer Activity Using Vector Fields. Inf. Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich
2020	Misc	`conf`	Iterative learning to rank from explicit relevance feedback. SAC Mateus Pereira, Elham Etemad, Fernando V. Paulovich
2020	—	`conf`	Progressive Multidimensional Projections: A Process Model based on Vector Quantization. MLVis@Eurographics/EuroVis Elio Alejandro Ventocilla, Rafael Messias Martins, Fernando V. Paulovich, Maria Riveiro
2020	J	`jnl`	RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms. Comput. Graph. Mateus Pereira, Fernando V. Paulovich
2020	J	`jnl`	Similarity-Driven Edge Bundling: Data-Oriented Clutter Reduction in Graphs Layouts. Algorithms Fabio Sikansi, Renato R. O. da Silva, Gabriel Dias Cantareira, Elham Etemad, Fernando V. Paulovich
2020	J	`jnl`	Visual feature fusion and its application to support unsupervised clustering tasks. Inf. Vis. Gladys M. H. Hilasaca, Fernando V. Paulovich
2020	J	`jnl`	Visualization in the preprocessing phase: Getting insights from enterprise professionals. Inf. Vis. Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour
2020	—	`conf`	Visualizing Learning Space in Neural Network Hidden Layers. VISIGRAPP (3: IVAPP) Gabriel Dias Cantareira, Fernando V. Paulovich, Elham Etemad
2019	J	`jnl`	Visualization in the preprocessing phase: an interview study with enterprise professionals. CoRR Alessandra Maciel Paz Milani, Fernando V. Paulovich, Isabel Harb Manssour