Sonia Castelo

According to our database, Sonia Castelo authored at least 16 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

: Visualization of AI-Assisted Task Guidance in AR.

Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., January, 2024

ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality.

Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva

CoRR, 2024

2023

ARGUS: Visualization of AI-Assisted Task Guidance in AR.

Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva

CoRR, 2023

Automated Text Simplification for the Task Guidance in Augmented Reality.

Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.

Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire

Proceedings of the International Conference on Automated Machine Learning, 2023

2021

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines.

Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., 2021

Auctus: A Dataset Search Engine for Data Discovery and Augmentation.

Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire

Proc. VLDB Endow., 2021

From Papers to Practice: The openclean Open-Source Data Cleaning Library.

Heiko Mueller, Sonia Castelo, Munaf A. Qazi, Juliana Freire

Proc. VLDB Endow., 2021

A Visual Mining Approach to Improved Multiple- Instance Learning.

Sonia Castelo, Moacir Ponti, Rosane Minghim

Algorithms, 2021

Auctus: A Search Engine for Data Discovery and Augmentation.

Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire

Proceedings of the 2nd Workshop on Search, 2021

An Ecosystem of Applications for Modeling Political Violence.

Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Towards Evaluating Exploratory Model Building Process with AutoML Systems.

Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire

CoRR, 2020

Your notebook is not crumby enough, REPLace it.

Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista, Juliana Freire

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

A Topic-Agnostic Approach for Identifying Fake News Pages.

Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.

Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

Data Debugging and Exploration with Vizier.

Mike Brachmann, Carlos Bautista, Sonia Castelo, Su Feng, Juliana Freire, Boris Glavic, Oliver Kennedy, Heiko Mueller, Rémi Rampin, William Spoth, Ying Yang

Proceedings of the 2019 International Conference on Management of Data, 2019