Concepedia
Statistics
Publications
26
Citations
1.5K
H-Index
16
Active since
2009
Affiliations
Linnaeus University(Current)
Universidade de São Paulo
Linköping University
Eindhoven University of Technology
University of Groningen
Rafael M. Martins is an author at Linnaeus University specializing in data science, engineering, and computer science.
Top concepts
Data ScienceEngineeringComputer ScienceStatisticsMachine LearningVisual Data MiningKnowledge DiscoveryData MiningText MiningContent Analysis
Publications per year
2009–2024
Toward a Quantitative Survey of Dimension Reduction Techniques
Mateus Espadoto, Rafael M. Martins, Andreas Kerren et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 303 citations · Full text
Engineering, Machine Learning, Data Visualization +17
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Computer Graphics Forum · 2020 · 176 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +25
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
Angelos Chatzimparmpas, Rafael M. Martins, Andreas Kerren · IEEE Transactions on Visualization and Computer Graphics · 2020 · 162 citations · Full text
A survey of surveys on the use of visualization for interpreting machine learning models
Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Information Visualization · 2020 · 147 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +24
Visual analysis of dimensionality reduction quality for parameterized projections
Rafael M. Martins, Danilo Barbosa Coimbra, Rosane Minghim et al. · Computers & Graphics · 2014 · 132 citations · Full text
Engineering, Data Science, Computational Visualization +3
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