Sonia Castelo

29 papers A* 1A 1Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
AdaptiveCoPilot: Design and Testing of a NeuroAdaptive LLM Cockpit Guidance System in both Novice and Expert Pilots.
VR
Shaoyue Wen, Michael Middleton, Songming Ping, Nayan N. Chawla, Guande Wu, Bradley S. Feest, Chihab Nadri, Yunmei Liu, David Kaber, Maryam Zahabi, Ryan P. McMahan, Sonia Castelo, Ryan McKendrick, Jing Qian, Cláudio T. Silva
2025 J jnl
AdaptiveCoPilot: Design and Testing of a NeuroAdaptive LLM Cockpit Guidance System in both Novice and Expert Pilots.
CoRR
Shaoyue Wen, Michael Middleton, Songming Ping, Nayan N. Chawla, Guande Wu, Bradley Feest, Chihab Nadri, Yunmei Liu, David Kaber, Maryam Zahabi, Ryan P. McMahan, Sonia Castelo, Ryan McKendrick, Jing Qian, Cláudio T. Silva
2025 J jnl
CLAd-VR: Cognitive Load-based Adaptive Training for Machining Tasks in Virtual Reality.
CoRR
Bhavya Matam, Adamay Mann, Kachina Studer, Christian Gabbianelli, Sonia Castelo, John Liu, Cláudio T. Silva, Dishita G. Turakhia
2025 — conf
CLAd-Vr: Cognitive Load-Based Adaptive Training for Machining Tasks in Virtual Reality.
ISMAR-Adjunct
Bhavya Matam, Adamay Mann, Kachina Studer, Christian Gabbianelli, Sonia Castelo, John Liu, Cláudio T. Silva, Dishita G. Turakhia
2025 J jnl
Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant.
IEEE Computer Graphics and Applications
Erin McGowan, João Rulff, Sonia Castelo, Guande Wu, Shaoyu Chen, Roque Lopez, Bea Steers, Irán R. Román, Fábio Felix Dias, Jing Qian, Parikshit Solunke, Michael Middleton, Ryan McKendrick, Cláudio T. Silva
2025 J jnl
Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant.
CoRR
Erin McGowan, João Rulff, Sonia Castelo, Guande Wu, Shaoyu Chen, Roque Lopez, Bea Steers, Irán R. Román, Fábio Felix Dias, Jing Qian, Parikshit Solunke, Michael Middleton, Ryan McKendrick, Cláudio T. Silva
2025 J jnl
HuBar: A Visual Analytics Tool to Explore Human Behavior Based on fNIRS in AR Guidance Systems.
IEEE Trans. Vis. Comput. Graph.
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, Cláudio T. Silva
2024 J jnl
: Visualization of AI-Assisted Task Guidance in AR.
IEEE Trans. Vis. Comput. Graph.
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
2024 J jnl
ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality.
CoRR
Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva
2024 J jnl
HuBar: A Visual Analytics Tool to Explore Human Behaviour based on fNIRS in AR guidance systems.
CoRR
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, Cláudio T. Silva
2023 J jnl
ARGUS: Visualization of AI-Assisted Task Guidance in AR.
CoRR
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
2023 — conf
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks.
AutoML
Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
2023 — conf
Automated Text Simplification for the Task Guidance in Augmented Reality.
ISMAR-Adjunct
Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Cláudio T. Silva
2022 — conf
NYUCIN at the NTCIR-16 Dataset Search 2 Task.
NTCIR
Levy de Souza Silva, Luciano Barbosa, Sonia Castelo, Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire
2021 J jnl
A Visual Mining Approach to Improved Multiple- Instance Learning.
Algorithms
Sonia Castelo, Moacir Ponti, Rosane Minghim
2021 — conf
An Ecosystem of Applications for Modeling Political Violence.
SIGMOD Conference
Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire
2021 J jnl
Auctus: A Dataset Search Engine for Data Discovery and Augmentation.
Proc. VLDB Endow.
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
2021 — conf
Auctus: A Search Engine for Data Discovery and Augmentation.
SEA-Data@VLDB
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
2021 J jnl
From Papers to Practice: The openclean Open-Source Data Cleaning Library.
Proc. VLDB Endow.
Heiko Mueller, Sonia Castelo, Munaf A. Qazi, Juliana Freire
2021 J jnl
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines.
IEEE Trans. Vis. Comput. Graph.
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
2020 J jnl
A Visual Mining Approach to Improved Multiple-Instance Learning.
CoRR
Sonia Castelo, Moacir Ponti, Rosane Minghim
2020 J jnl
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines.
CoRR
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
2020 J jnl
Towards Evaluating Exploratory Model Building Process with AutoML Systems.
CoRR
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
2020 A conf
Your notebook is not crumby enough, REPLace it.
CIDR
Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista, Juliana Freire
2019 — conf
A Topic-Agnostic Approach for Identifying Fake News Pages.
WWW (Companion Volume)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
2019 J jnl
A Topic-Agnostic Approach for Identifying Fake News Pages.
CoRR
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
2019 — conf
Data Debugging and Exploration with Vizier.
SIGMOD Conference
Mike Brachmann, Carlos Bautista, Sonia Castelo, Su Feng, Juliana Freire, Boris Glavic, Oliver Kennedy, Heiko Mueller, Rémi Rampin, William Spoth, Ying Yang
2019 — conf
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.
HILDA@SIGMOD
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
2019 J jnl
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.
CoRR
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire