Luis Gustavo Nonato

Full Professor, Universidade de Sao Paulo

Joined

May 2021

Names

Luis Gustavo Nonato (Preferred)

Emails

****@icmc.usp.br (Confirmed)

Personal Links

Career & Education History

Full Professor

Universidade de Sao Paulo (usp.br)

1999 – Present

Advisors, Relations & Conflicts

Coauthor

Present

Coworker

Alexandre Falcao

Present

Expertise

explainable machine learning

Present

Publications

Explainable NLLP: Advancements in Explainable AI for Natural Legal Language Processing
Lucas Resck, Felipe Moreno-Vera, Tobias Veiga, Gerardo Paucar, Ezequiel Fajreldines, Guilherme Klafke, Luis Gustavo Nonato, Jorge Poco
- Proceedings of the Seventh Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 20th International Conference on Artificial Intelligence and Law (ICAIL 2025)
- Readers: Everyone
T-Explainer: A model-agnostic explainability framework based on gradients
Evandro S. Ortigossa, Fabio Felix Dias, Brian Barr, Claudio Silva, Luis Gustavo Nonato
- IEEE Intelligent Systems
- Readers: Everyone
A visualization-driven decision support system for selecting feature attribution methods
Priscylla Silva, Evandro S. Ortigossa, Dishita Turakhia, Claudio Silva, Luis Gustavo Nonato
- Information Systems
- Readers: Everyone
Time Series Information Visualization - A Review of Approaches and Tools
Evandro S. Ortigossa, Fabio Felix Dias, Diego Carvalho Nascimento, Luis Gustavo Nonato
- IEEE Access
- Readers: Everyone
EXplainable Artificial Intelligence (XAI)–From Theory to Methods and Applications
Evandro S. Ortigossa, Thales De Oliveira Gonçalves, Luis Gustavo Nonato
- IEEE Access
- Readers: Everyone
Exploring the Relationship Between Feature Attribution Methods and Model Performance
Priscylla Silva, Claudio Silva, Luis Gustavo Nonato
- AI4ED-AAAI-2024 day2spotlight
- Readers: Everyone

Co-Authors