Fernando V. Paulovich

Eindhoven University of Technology — Netherlands

Computer Science · Physical Sciences

34h-index3.8kcitations162works3.42yr avg
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Research Topics

Data Visualization and Analytics(64), Image Retrieval and Classification Techniques(22), Data Management and Algorithms(18), Computer Graphics and Visualization Techniques(17), Video Analysis and Summarization(16)

Publications162 total

Enhanced Force-Scheme: A fast and accurate global dimensionality reduction method
Computers & Graphics·2026Open Access
Explainable AI in healthcare: to explain, to predict, or to describe?
Diagnostic and Prognostic Research·2025· 2 citedOpen Access
SeRViz: a visual analytics system for the analysis of sequential rules and its application to airport ground handling operations
Journal of Visualization·2025
Explainable AI in Healthcare: to Explain, to Predict, or to Describe?
arXiv (Cornell University)·2025Open Access
Challenges and Opportunities for the Visualization of Protein Energy Landscapes
IEEE Computer Graphics and Applications·2025
DimenFix: A novel meta-strategy to preserve user-defined data values on dimensionality reduction layouts
Computers & Graphics·2025· 2 citedOpen Access
When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities
Computer Graphics Forum·2025Open Access
Special Section on SIBGRAPI 2023
Pattern Recognition Letters·2025
Enhanced Force-Scheme: a fast and accurate global dimensionality reduction method
SSRN Electronic Journal·2025Open Access
When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities
arXiv (Cornell University)·2024Open Access
HUMAP: Hierarchical Uniform Manifold Approximation and Projection
IEEE Transactions on Visualization and Computer Graphics·2024· 11 citedOpen Access
ChatKG: Visualizing time-series patterns aided by intelligent agents and a knowledge graph
Computers & Graphics·2024· 3 citedOpen Access
Analysis of Macronutrients in Soil Using Impedimetric Multisensor Arrays
ACS Omega·2024· 3 citedOpen Access
Multidimensional calibration spaces in Staphylococcus Aureus detection using chitosan-based genosensors and electronic tongue
International Journal of Biological Macromolecules·2024· 7 citedOpen Access
ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization
Journal of Chemical Information and Modeling·2024· 27 citedOpen Access
Learning from machine learning: the case of band-gap directness in semiconductors
Discover Materials·2024· 8 citedOpen Access
ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization
2024· 1 citedOpen Access
Chatkg: Visualizing Time-Series Patterns Aided by Intelligent Agents and a Knowledge Graph
SSRN Electronic Journal·2024· 1 citedOpen Access
Knowledge-Decks: Automatically Generating Presentation Slide Decks Through Provenance of Visualization Applications
SSRN Electronic Journal·2024Open Access
Artificial Intelligence Agents for Materials Sciences
Journal of Chemical Information and Modeling·2023· 14 citedOpen Access
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Frequent Co-authors

Rosane Minghim(18), Osvaldo N. Oliveira(16), Maria Cristina Ferreira de Oliveira(15), Luís Gustavo Nonato(9), Mário Popolin Neto(6), Rafael M. Maki(5), Francisco M. Fatore(5), Andrey Coatrini Soares(4), Carlos José Leopoldo Constantino(4), Marli L. Moraes(3), Marystela Ferreira(3), Danilo Medeiros Eler(3), Jorge Poco(3), Guilherme P. Telles(3), Valtencir Zucolotto(3), Gabriel F. Andery(3), Antônio Riul(3), Ângelo L. Gobbi(3), Pedro H. B. Aoki(3), Haim Levkowitz(2)