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Rafael M. Martins
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Toward a quantitative survey of dimension reduction techniques
M Espadoto, RM Martins, A Kerren, NST Hirata, AC Telea
IEEE transactions on visualization and computer graphics 27 (3), 2153-2173, 2019
3782019
The state of the art in enhancing trust in machine learning models with the use of visualizations
A Chatzimparmpas, RM Martins, I Jusufi, K Kucher, F Rossi, A Kerren
Computer Graphics Forum 39 (3), 713-756, 2020
2092020
A survey of surveys on the use of visualization for interpreting machine learning models
A Chatzimparmpas, RM Martins, I Jusufi, A Kerren
Information Visualization 19 (3), 207-233, 2020
1722020
t-visne: Interactive assessment and interpretation of t-sne projections
A Chatzimparmpas, RM Martins, A Kerren
IEEE transactions on visualization and computer graphics 26 (8), 2696-2714, 2020
1722020
Visual analysis of dimensionality reduction quality for parameterized projections
RM Martins, DB Coimbra, R Minghim, AC Telea
Computers & Graphics 41, 26-42, 2014
1512014
Graph Layouts by t‐SNE
JF Kruiger, PE Rauber, RM Martins, A Kerren, S Kobourov, AC Telea
Computer graphics forum 36 (3), 283-294, 2017
1232017
Using visual text mining to support the study selection activity in systematic literature reviews
KR Felizardo, N Salleh, RM Martins, E Mendes, SG MacDonell, ...
2011 international symposium on empirical software engineering and …, 2011
1082011
StackGenVis: Alignment of data, algorithms, and models for stacking ensemble learning using performance metrics
A Chatzimparmpas, RM Martins, K Kucher, A Kerren
IEEE Transactions on Visualization and Computer Graphics 27 (2), 1547-1557, 2020
1042020
Explaining Neighborhood Preservation for Multidimensional Projections
RM Martins, R Minghim, AC Telea
Computer Graphics & Visual Computing (CGVC) 2015, 2015
612015
Explaining three-dimensional dimensionality reduction plots
DB Coimbra, RM Martins, TTAT Neves, AC Telea, FV Paulovich
Information Visualization 15 (2), 154-172, 2016
582016
Attribute-based Visual Explanation of Multidimensional Projections
RRO da Silva, PE Rauber, RM Martins, R Minghim, AC Telea
EuroVA 2015 - Sixth International Eurovis Workshop on Visual Analytics, 2015
572015
Multidimensional projections for visual analysis of social networks
RM Martins, GF Andery, H Heberle, FV Paulovich, A de Andrade Lopes, ...
Journal of Computer Science and Technology 27, 791-810, 2012
332012
Featureenvi: Visual analytics for feature engineering using stepwise selection and semi-automatic extraction approaches
A Chatzimparmpas, RM Martins, K Kucher, A Kerren
IEEE Transactions on Visualization and Computer Graphics 28 (4), 1773-1791, 2022
322022
The Nordic Tweet Stream: A dynamic real-time monitor corpus of big and rich language data
M Laitinen, J Lundberg, M Levin, RM Martins
Digital Humanities in the Nordic Countries 3rd Conference, Helsinki, Finland …, 2018
322018
Towards a process to design aspect-oriented reference architectures
EY Nakagawa, RM Martins, K Felizardo, JC Maldonado
XXXV Latin American Informatics Conference (CLEI 2009), 2009
312009
StanceVis Prime: visual analysis of sentiment and stance in social media texts
K Kucher, RM Martins, C Paradis, A Kerren
Journal of Visualization 23 (6), 1015-1034, 2020
292020
VisEvol: Visual analytics to support hyperparameter search through evolutionary optimization
A Chatzimparmpas, RM Martins, K Kucher, A Kerren
Computer Graphics Forum 40 (3), 201-214, 2021
242021
Overlap removal of dimensionality reduction scatterplot layouts
GM Hilasaca, WE Marcílio-Jr, DM Eler, RM Martins, FV Paulovich
arXiv preprint arXiv:1903.06262 2, 2019
24*2019
Empirical study: visual analytics for comparing stacking to blending ensemble learning
A Chatzimparmpas, RM Martins, K Kucher, A Kerren
2021 23rd International Conference on Control Systems and Computer Science …, 2021
232021
Scaling the growing neural gas for visual cluster analysis
E Ventocilla, RM Martins, F Paulovich, M Riveiro
Big Data Research 26, 100254, 2021
172021
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Artículos 1–20