30 citations · 77 across the 7 of their papers we have counts for
7 papers
Gaussian Rank-Based Neighborhood Degree for Graph Neural Networks in Image Classification
Rafael Mendonça Duarte, Jean Roberto Ponciano, Lucas Pascotti Valem
The exponential growth of data has intensified the gap between the availability of unlabeled data and the high cost of manual annotation. Graph Neural Networks (GNNs) have emerged…
Empirical analysis of binding precedent efficiency in Brazilian Supreme Court via case classification
Raphaël Tinarrage, Henrique Ennes, Lucas Resck +3
Binding precedents (súmulas vinculantes) constitute a juridical instrument unique to the Brazilian legal system and whose objectives include the protection of the Federal Supreme C…
ZigzagNetVis: Suggesting temporal resolutions for graph visualization using zigzag persistence
Raphaël Tinarrage, Jean R. Ponciano, Claudio D. G. Linhares +2
Temporal graphs are commonly used to represent complex systems and track the evolution of their constituents over time. Visualizing these graphs is crucial as it allows one to quic…
LargeNetVis: Visual Exploration of Large Temporal Networks Based on Community Taxonomies
Claudio D. G. Linhares, Jean R. Ponciano, Diogenes S. Pedro +3
Temporal (or time-evolving) networks are commonly used to model complex systems and the evolution of their components throughout time. Although these networks can be analyzed by di…
ClinicalPath: a Visualization tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making
Claudio D. G. Linhares, Daniel M. Lima, Jean R. Ponciano +5
Physicians work at a very tight schedule and need decision-making support tools to help on improving and doing their work in a timely and dependable manner. Examining piles of shee…
LegalVis: Exploring and Inferring Precedent Citations in Legal Documents
Lucas E. Resck, Jean R. Ponciano, Luis Gustavo Nonato +1
To reduce the number of pending cases and conflicting rulings in the Brazilian Judiciary, the National Congress amended the Constitution, allowing the Brazilian Supreme Court (STF)…
An Online and Nonuniform Timeslicing Method for Network Visualisation
Jean R. Ponciano, Claudio D. G. Linhares, Elaine R. Faria +1
Visual analysis of temporal networks comprises an effective way to understand the network dynamics, facilitating the identification of patterns, anomalies, and other network proper…