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Rafael M. Martins
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Year
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
1402019
Visual analysis of dimensionality reduction quality for parameterized projections
RM Martins, DB Coimbra, R Minghim, AC Telea
Computers & Graphics 41, 26-42, 2014
1162014
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
872011
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
662020
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
652020
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
602017
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
592020
Explaining Neighborhood Preservation for Multidimensional Projections
RM Martins, R Minghim, AC Telea
Computer Graphics & Visual Computing (CGVC) 2015, 2015
442015
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
392015
Explaining three-dimensional dimensionality reduction plots
DB Coimbra, RM Martins, TTAT Neves, AC Telea, FV Paulovich
Information Visualization 15 (2), 154-172, 2016
362016
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 (4), 791-810, 2012
292012
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
242009
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
232020
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
192018
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
162020
Quality models inside out: Interactive visualization of software metrics by means of joint probabilities
M Ulan, S Hönel, RM Martins, M Ericsson, W Löwe, A Wingkvist, A Kerren
2018 IEEE Working Conference on Software Visualization (VISSOFT), 65-75, 2018
112018
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
102021
StanceXplore: Visualization for the interactive exploration of stance in social media
RM Martins, V Simaki, K Kucher, C Paradis, A Kerren
Proceedings of the 2nd Workshop on Visualization for the Digital Humanities, 2017
102017
Impact of the vendor lock-in problem on testing as a service (TaaS)
RR De Oliveira, RM Martins, ADS Simao
2017 IEEE International Conference on Cloud Engineering (IC2E), 190-196, 2017
82017
Efficient dynamic time warping for big data streams
RM Martins, A Kerren
2018 IEEE International Conference on Big Data (Big Data), 2924-2929, 2018
72018
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Articles 1–20