Concepedia

Rafael M. Martins

RM

26

Publications

1.5K

Citations

16

H-Index

2009

Active since

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

26

Publications

26

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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