Rafael Garcia

According to our database, Rafael Garcia authored at least 10 papers between 2017 and 2021.

Collaborative distances:

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

2021

Visual Analytics System for Hidden States in Recurrent Neural Networks.

Tanja Munz, Rafael Garcia, Daniel Weiskopf

Dataset, September, 2021

Visual analytics tool for the interpretation of hidden states in recurrent neural networks.

Rafael Garcia, Tanja Munz, Daniel Weiskopf

Vis. Comput. Ind. Biomed. Art, 2021

2020

Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques.

Eduardo Faccin Vernier, Rafael Garcia, Iron Prando da Silva, João Luiz Dihl Comba, Alexandru C. Telea

Comput. Graph. Forum, 2020

Inner-process visualization of hidden states in recurrent neural networks.

Rafael Garcia, Daniel Weiskopf

Proceedings of the VINCI 2020: The 13th International Symposium on Visual Information Communication and Interaction, 2020

Challenges in Interpretability of Neural Networks for Eye Movement Data.

Ayush Kumar, Prantik Howlader, Rafael Garcia, Daniel Weiskopf, Klaus Mueller

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

2019

How do soccer teams coordinate consecutive passes? A visual analytics system for analysing the complexity of passing sequences using soccer flow motifs.

Jose Luis Sotomayor Malqui, Noemí Maritza Lapa Romero, Rafael Garcia, Hande Alemdar, João Luiz Dihl Comba

Comput. Graph., 2019

A Methodology for Neural Network Architectural Tuning Using Activation Occurrence Maps.

Rafael Garcia, Alexandre Xavier Falcão, Alexandru C. Telea, Bruno Castro da Silva, Jim Tørresen, João Luiz Dihl Comba

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

A task-and-technique centered survey on visual analytics for deep learning model engineering.

Rafael Garcia, Alexandru C. Telea, Bruno Castro da Silva, Jim Tørresen, João Luiz Dihl Comba

Comput. Graph., 2018

2017

Task-based behavior generalization via manifold clustering.

Rafael Garcia, Bruno Castro da Silva, João Luiz Dihl Comba

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Specific temporal association rules and temporal correlations to enlarge and detect inconsistencies in a large growing knowledge base.

Rafael Garcia, Leonel Miani, Estevam Rafael Hruschka Junior

Proceedings of the 13th International Conference on Natural Computation, 2017