Felipe Valencia de Almeida

According to our database, Felipe Valencia de Almeida authored at least 11 papers between 2021 and 2026.

Collaborative distances:

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

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

Machine Learning for Plasma Disruption Prediction in TCABR.

Vinícius M. Neto, Felipe Valencia de Almeida, Wanderley P. De Sá, José H. F. Severo

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

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

2024

Neural Networks Forecast Models Comparison for the Solar Energy Generation in Amazon Basin.

André Luís Ferreira Marques, Márcio José Teixeira, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa

IEEE Access, 2024

2023

Implementation of PjBL With Remote Lab Enhances the Professional Skills of Engineering Students.

Victor Takashi Hayashi, J. Dutra, Felipe Valencia de Almeida, Reginaldo Arakaki, Edson T. Midorikawa, Sérgio de Mello Canovas, Paulo Sérgio Cugnasca, Wilson Vicente Ruggiero

IEEE Trans. Educ., August, 2023

HomeLab: Levando o Laboratório até a Residência do Aluno.

Felipe Valencia de Almeida, Victor Takashi Hayashi, Alexandre Marques Carrer, Reginaldo Arakaki

Revista Brasileira de Informática na Educ., 2023

Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling.

Rosa Virginia Encinas Quille, José Meléndez Barros, Marcio Barbado Junior, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa

IEEE Access, 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

2022

Teaching Digital Electronics during the COVID-19 Pandemic via a Remote Lab.

Felipe Valencia de Almeida, Victor Takashi Hayashi, Reginaldo Arakaki, Edson T. Midorikawa, Sérgio de Mello Canovas, Paulo Sérgio Cugnasca, Pedro Luiz Pizzigatti Corrêa

Sensors, 2022

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