Renato Okabayashi Miyaji

According to our database, Renato Okabayashi Miyaji authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Evaluating Reranking Strategies for Portuguese Information Retrieval: Fine-Tuning, LLMs, and Sociocultural Aspects.

Renato Okabayashi Miyaji, Pedro Luiz Pizzigatti Corrêa

J. Braz. Comput. Soc., 2026

Standardized ML and XAI Workflow for Presence-Only Species Distribution Modeling: A Case Study in the Amazon.

Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa

IEEE Access, 2026

2025

Integrating Ensemble Principles Into Co-Teaching for Noise-Tolerant Deep Neural Networks.

Renato Okabayashi Miyaji, Artur Jordão, Pedro Luiz Pizzigatti Corrêa

IEEE Access, 2025

Evaluating the Landscape of AI in Ecology: A Systematic Review of Machine Learning for Species Distribution Models.

Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa

IEEE Access, 2025

Enhancing Text-to-SQL with In-Context Learning: A Multi-Agent Approach Based on CHESS.

Renato Okabayashi Miyaji, Rafael M. Fernandes, Krysthian F. Martins, Jorge Melegati, Pedro L. P. Corrêa

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Enhancing ML Explainability with Multi-Agent LLMs: A Context-Aware XAI Approach.

Renato Okabayashi Miyaji, Pedro L. P. Corrêa

Proceedings of the 40th Brazilian Symposium on Databases, 2025

Leveraging Large Language Models for Generating and Evaluating Natural Language Explanations in XAI: A Comparative Study.

Renato Okabayashi Miyaji, Pedro Luiz Pizzigatti Corrêa

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

Integrating Explainable AI with Species Distribution Models to Assess Anthropogenic Impacts on Amazonian Birds.

Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2023

Aplicação de Técnicas de Confident Learning para Limpeza de Dados e Melhoria de Desempenho de Classificadores de Aprendizado de Máquina: um Estudo de Caso.

Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro L. P. Corrêa

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2021

Spatial Interpolation of Air Pollutant and Meteorological Variables in Central Amazonia.

Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Lucas de Oliveira Bauer, Victor Madureira Ferrari, Pedro Luiz Pizzigatti Corrêa, Luciana Varanda Rizzo, Giri Prakash

Data, 2021