| 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 | 317 | 2019 |
| 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 | 161 | 2020 |
| 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 | 143 | 2020 |
| Visual analysis of dimensionality reduction quality for parameterized projections RM Martins, DB Coimbra, R Minghim, AC Telea Computers & Graphics 41, 26-42, 2014 | 139 | 2014 |
| 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 | 131 | 2020 |
| 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 | 103 | 2011 |
| 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 | 101 | 2017 |
| 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 | 71 | 2020 |
| Explaining Neighborhood Preservation for Multidimensional Projections RM Martins, R Minghim, AC Telea Computer Graphics & Visual Computing (CGVC) 2015, 2015 | 53 | 2015 |
| 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 | 52 | 2015 |
| Explaining three-dimensional dimensionality reduction plots DB Coimbra, RM Martins, TTAT Neves, AC Telea, FV Paulovich Information Visualization 15 (2), 154-172, 2016 | 48 | 2016 |
| 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 | 32 | 2012 |
| 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 | 30 | 2018 |
| 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 | 29 | 2020 |
| 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 | 28 | 2009 |
| 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 | 26 | 2022 |
| 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 | 19 | 2021 |
| 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 | 17 | 2021 |
| 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 | 17* | 2019 |
| 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 | 16 | 2018 |
Andreas KerrenProfessor of Information Visualization, Linköping University and Linnaeus University, Sweden在 lnu.se 的电子邮件经过验证
