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Cláudio T. Silva
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Publications
- 2022
- [j152]Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva:
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level. IEEE Computer Graphics and Applications 42(6): 24-36 (2022) - 2021
- [j141]Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva:
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. IEEE Trans. Vis. Comput. Graph. 27(2): 390-400 (2021) - [c121]Ke Xu, Jun Yuan, Yifang Wang, Cláudio T. Silva, Enrico Bertini:
mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast. CHI 2021: 23:1-23:15 - 2020
- [j132]Aritra Dasgupta, Jorge Poco, Bernice E. Rogowitz, Kyungsik Han, Enrico Bertini, Cláudio T. Silva:
The Effect of Color Scales on Climate Scientists' Objective and Subjective Performance in Spatial Data Analysis Tasks. IEEE Trans. Vis. Comput. Graph. 26(3): 1577-1591 (2020) - [i29]Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva:
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. CoRR abs/2005.00160 (2020) - [i27]Brian Barr, Ke Xu, Cláudio T. Silva, Enrico Bertini, Robert Reilly, C. Bayan Bruss, Jason D. Wittenbach:
Towards Ground Truth Explainability on Tabular Data. CoRR abs/2007.10532 (2020) - [i26]Gromit Yeuk-Yin Chan, Jun Yuan, Kyle Overton, Brian Barr, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva:
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level. CoRR abs/2007.10609 (2020) - [i25]Gromit Yeuk-Yin Chan, Enrico Bertini, Luis Gustavo Nonato, Brian Barr, Cláudio T. Silva:
Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together. CoRR abs/2007.10614 (2020) - 2019
- [c107]Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. HILDA@SIGMOD 2019: 6:1-6:7 - [i15]Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire:
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. CoRR abs/1907.02889 (2019) - 2016
- [j103]Aritra Dasgupta, Jorge Poco, Enrico Bertini, Cláudio T. Silva:
Reducing the Analytical Bottleneck for Domain Scientists: Lessons from a Climate Data Visualization Case Study. Comput. Sci. Eng. 18(1): 92-100 (2016) - 2015
- [j98]Aritra Dasgupta, Jorge Poco, Yaxing Wei, Robert B. Cook, Enrico Bertini, Cláudio T. Silva:
Bridging Theory with Practice: An Exploratory Study of Visualization Use and Design for Climate Model Comparison. IEEE Trans. Vis. Comput. Graph. 21(9): 996-1014 (2015) - 2014
- [j96]Jorge Poco, Aritra Dasgupta, Yaxing Wei, William W. Hargrove, Christopher R. Schwalm, Robert B. Cook, Enrico Bertini, Cláudio T. Silva:
SimilarityExplorer: A Visual Inter-Comparison Tool for Multifaceted Climate Data. Comput. Graph. Forum 33(3): 341-350 (2014) - [j89]Jorge Poco, Aritra Dasgupta, Yaxing Wei, William W. Hargrove, Christopher R. Schwalm, Deborah N. Huntzinger, Robert B. Cook, Enrico Bertini, Cláudio T. Silva:
Visual Reconciliation of Alternative Similarity Spaces in Climate Modeling. IEEE Trans. Vis. Comput. Graph. 20(12): 1923-1932 (2014)
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