Sonia Castelo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Visual Analytics

Augmented Reality

Top Venues

Proc. VLDB Endow.

IEEE Trans. Vis. Comput. Graph.

SIGMOD Conference

Publications

Sonia Castelo, João Rulff, Parikshit Solunke, Erin McGowan, Guande Wu, Irán R. Román, Roque Lopez, Bea Steers, Qi Sun, Juan Pablo Bello, Bradley Feest, Michael Middleton, Ryan Mckendrick, Claudio Silva
HuBar: A Visual Analytics Tool to Explore Human Behaviour based on fNIRS in AR guidance systems. CoRR (2024)
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
: Visualization of AI-Assisted Task Guidance in AR. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva
ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality. CoRR (2024)
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
ARGUS: Visualization of AI-Assisted Task Guidance in AR. CoRR (2023)
Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva
Automated Text Simplification for the Task Guidance in Augmented Reality. ISMAR-Adjunct (2023)
Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. AutoML (2023)
Sonia Castelo, Moacir Ponti, Rosane Minghim
A Visual Mining Approach to Improved Multiple- Instance Learning. Algorithms 14 (12) (2021)
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
Auctus: A Dataset Search Engine for Data Discovery and Augmentation. Proc. VLDB Endow. 14 (12) (2021)
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
Auctus: A Search Engine for Data Discovery and Augmentation. SEA-Data@VLDB (2021)
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) (2021)
Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire
An Ecosystem of Applications for Modeling Political Violence. SIGMOD Conference (2021)
Heiko Mueller, Sonia Castelo, Munaf A. Qazi, Juliana Freire
From Papers to Practice: The openclean Open-Source Data Cleaning Library. Proc. VLDB Endow. 14 (12) (2021)
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
Towards Evaluating Exploratory Model Building Process with AutoML Systems. CoRR (2020)
Sonia Castelo, Moacir Ponti, Rosane Minghim
A Visual Mining Approach to Improved Multiple-Instance Learning. CoRR (2020)
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 (2020)
Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista, Juliana Freire
Your notebook is not crumby enough, REPLace it. CIDR (2020)
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 (2019)
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)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
A Topic-Agnostic Approach for Identifying Fake News Pages. CoRR (2019)
Mike Brachmann, Carlos Bautista, Sonia Castelo, Su Feng, Juliana Freire, Boris Glavic, Oliver Kennedy, Heiko Mueller, Rémi Rampin, William Spoth, Ying Yang
Data Debugging and Exploration with Vizier. SIGMOD Conference (2019)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
A Topic-Agnostic Approach for Identifying Fake News Pages. WWW (Companion Volume) (2019)