Fernando Vieira Paulovich
Orcid: 0000-0002-2316-760XAffiliations:
- Dalhousie University, Halifax, NS, Canada
According to our database1,
Fernando Vieira Paulovich
authored at least 92 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
A Grid-Based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts.
IEEE Trans. Vis. Comput. Graph., August, 2024
IEEE Trans. Vis. Comput. Graph., February, 2024
ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization.
J. Chem. Inf. Model., 2024
When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities.
CoRR, 2024
ChatKG: Visualizing time-series patterns aided by intelligent agents and a knowledge graph.
Comput. Graph., 2024
Proceedings of the 26th Eurographics Conference on Visualization, 2024
Proceedings of the 26th Eurographics Conference on Visualization, 2024
2023
J. Chem. Inf. Model., December, 2023
Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop.
J. Chem. Inf. Model., September, 2023
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques.
Comput. Graph. Forum, February, 2023
Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood.
Proceedings of the 143th International EuroVis Workshop on Visual Analytics, 2023
Proceedings of the 143th International EuroVis Workshop on Visual Analytics, 2023
2022
Neural network training fingerprint: visual analytics of the training process in classification neural networks.
J. Vis., 2022
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series.
Inf., 2022
Knowledge-Decks: Automatically Generating Presentation Slide Decks of Visual Analytics Knowledge Discovery Applications.
CoRR, 2022
CoRR, 2022
From Data to Knowledge Graphs: A Multi-Layered Method to Model User's Visual Analytics Workflow for Analytical Purposes.
CoRR, 2022
Comput. Graph., 2022
2021
Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles.
IEEE Trans. Vis. Comput. Graph., 2021
A Trajectory Scoring Tool for Local Anomaly Detection in Maritime Traffic Using Visual Analytics.
ISPRS Int. J. Geo Inf., 2021
CoRR, 2021
Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization.
CoRR, 2021
CoRR, 2021
Big Data Res., 2021
Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media.
IEEE Access, 2021
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
2020
Visualization in the preprocessing phase: Getting insights from enterprise professionals.
Inf. Vis., 2020
Inf. Vis., 2020
Xtreaming: an incremental multidimensional projection technique and its application to streaming data.
CoRR, 2020
RankViz: A visualization framework to assist interpretation of Learning to Rank algorithms.
Comput. Graph., 2020
Algorithms, 2020
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.
Proceedings of the 3rd Workshop on Machine Learning Methods in Visualisation for Big Data, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020
2019
Visualization in the preprocessing phase: an interview study with enterprise professionals.
CoRR, 2019
Proceedings of the 23rd International Conference on Information Visualisation, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019
2018
Inf. Vis., 2018
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
2017
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
IEEE Trans. Multim., 2016
2015
Neurocomputing, 2015
LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces.
Neurocomputing, 2015
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015
2014
IEEE Trans. Vis. Comput. Graph., 2014
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014
2013
Visualizing Temporal Behavior in Multifield Particle Simulations.
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
WIREs Data Mining Knowl. Discov., 2012
J. Comput. Sci. Technol., 2012
A visual analysis approach to validate the selection review of primary studies in systematic reviews.
Inf. Softw. Technol., 2012
Comput. Graph. Forum, 2012
Proceedings of the 14th Eurographics Conference on Visualization, 2012
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
2011
IEEE Trans. Vis. Comput. Graph., 2011
Comput. Graph. Forum, 2011
Piece wise Laplacian-based Projection for Interactive Data Exploration and Organization.
Comput. Graph. Forum, 2011
2010
IEEE Trans. Vis. Comput. Graph., 2010
Proceedings of the SIBGRAPI 2010, 2010
2009
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).
PhD thesis, 2008
Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping.
IEEE Trans. Vis. Comput. Graph., 2008
HiPP: A Novel Hierarchical Point Placement Strategy and its Application to the Exploration of Document Collections.
IEEE Trans. Vis. Comput. Graph., 2008
Proceedings of the SIBGRAPI 2008, 2008
Proceedings of the 12th International Conference on Information Visualisation, 2008
Proceedings of the 12th International Conference on Information Visualisation, 2008
Similarity-Based Visualization of Time Series Collections: An Application to Analysis of Streamflows.
Proceedings of the 12th International Conference on Information Visualisation, 2008
2007
Comput. Graph., 2007
The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization.
Proceedings of the SIBGRAPI 2007, 2007
Point Placement by Phylogenetic Trees and its Application to Visual Analysis of Document Collections.
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.
Proceedings of the Visualization and Data Analysis 2006, 2006
Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections.
Proceedings of the Visualization and Data Analysis 2006, 2006
Visual Mapping of Text Collections through a Fast High Precision Projection Technique.
Proceedings of the 10th International Conference on Information Visualisation, 2006
Proceedings of the 10th International Conference on Information Visualisation, 2006