Jorge Henrique Piazentin Ono

According to our database, Jorge Henrique Piazentin Ono authored at least 14 papers between 2015 and 2024.

Collaborative distances:

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

2024

AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation.

Xiwei Xuan, Jorge Piazentin Ono, Liang Gou, Kwan-Liu Ma, Liu Ren

CoRR, 2024

Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer.

Xiaoyu Zhang, Jorge Henrique Piazentin Ono, Wenbin He, Liang Gou, Mrinmaya Sachan, Kwan-Liu Ma, Liu Ren

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation.

Xiaoyu Zhang, Jorge Piazentin Ono, Huan Song, Liang Gou, Kwan-Liu Ma, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2023

Using Pipeline Performance Prediction to Accelerate AutoML Systems.

Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 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

Interactive Data Visualization in Jupyter Notebooks.

Jorge Piazentin Ono, Juliana Freire, Cláudio T. Silva, João Comba, Kelly P. Gaither

Comput. Sci. Eng., 2021

AlphaD3M: Machine Learning Pipeline Synthesis.

Iddo Drori, Yamuna Krishnamurthy, Rémi Rampin, Raoni de Paula Lourenço, Jorge Piazentin Ono, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire

CoRR, 2021

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

HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation.

Jorge Piazentin Ono, Arvi Gjoka, Justin Salamon, Carlos A. Dietrich, Cláudio T. Silva

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Baseball Timeline: Summarizing Baseball Plays Into a Static Visualization.

Jorge Piazentin Ono, Carlos A. Dietrich, Cláudio T. Silva

Comput. Graph. Forum, 2018

2016

StatCast Dashboard: Exploration of Spatiotemporal Baseball Data.

Marcos Lage, Jorge Piazentin Ono, Daniel Cervone, Justin Chiang, Carlos A. Dietrich, Cláudio T. Silva

IEEE Computer Graphics and Applications, 2016

Partial Similarity of 3D Shapes Using Cross Recurrence Plot.

Rafael Umino Nakanishi, Jorge Piazentin Ono, Paulo A. Pagliosa, Luis Gustavo Nonato, Afonso Paiva

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2015

Concentric RadViz: Visual Exploration of Multi-task Classification.

Jorge Henrique Piazentin Ono, Fabio Sikansi, Débora Cristina Corrêa, Fernando Vieira Paulovich, Afonso Paiva, Luis Gustavo Nonato

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015