Felipe Valencia de Almeida

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Standardized ML and XAI Workflow for Presence-Only Species Distribution Modeling: A Case Study in the Amazon.
IEEE Access
Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa
2025 J jnl
Evaluating the Landscape of AI in Ecology: A Systematic Review of Machine Learning for Species Distribution Models.
IEEE Access
Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa
2025 — conf
Integrating Explainable AI with Species Distribution Models to Assess Anthropogenic Impacts on Amazonian Birds.
BRACIS (3)
Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa
2025 J jnl
Machine Learning for Plasma Disruption Prediction in TCABR.
IEEE Access
Vinícius M. Neto, Felipe Valencia de Almeida, Wanderley P. De Sá, José H. F. Severo
2024 J jnl
Neural Networks Forecast Models Comparison for the Solar Energy Generation in Amazon Basin.
IEEE Access
André Luís Ferreira Marques, Márcio José Teixeira, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa
2023 — conf
Aplicação de Técnicas de Confident Learning para Limpeza de Dados e Melhoria de Desempenho de Classificadores de Aprendizado de Máquina: um Estudo de Caso.
SBBD
Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Pedro L. P. Corrêa
2023 J jnl
Detecting Favorite Topics in Computing Scientific Literature via Dynamic Topic Modeling.
IEEE Access
Rosa Virginia Encinas Quille, José Meléndez Barros, Marcio Barbado Junior, Felipe Valencia de Almeida, Pedro Luiz Pizzigatti Corrêa
2023 J jnl
HomeLab: Levando o Laboratório até a Residência do Aluno.
Revista Brasileira de Informática na Educ.
Felipe Valencia de Almeida, Victor Takashi Hayashi, Alexandre Marques Carrer, Reginaldo Arakaki
2023 J jnl
Implementation of PjBL With Remote Lab Enhances the Professional Skills of Engineering Students.
IEEE Trans. Educ.
Victor Takashi Hayashi, J. Dutra, Felipe Valencia de Almeida, Reginaldo Arakaki, Edson T. Midorikawa, Sérgio de Mello Canovas, Paulo Sérgio Cugnasca, Wilson Vicente Ruggiero
2022 J jnl
Teaching Digital Electronics during the COVID-19 Pandemic via a Remote Lab.
Sensors
Felipe Valencia de Almeida, Victor Takashi Hayashi, Reginaldo Arakaki, Edson T. Midorikawa, Sérgio de Mello Canovas, Paulo Sérgio Cugnasca, Pedro Luiz Pizzigatti Corrêa
2021 J jnl
Spatial Interpolation of Air Pollutant and Meteorological Variables in Central Amazonia.
Data
Renato Okabayashi Miyaji, Felipe Valencia de Almeida, Lucas de Oliveira Bauer, Victor Madureira Ferrari, Pedro Luiz Pizzigatti Corrêa, Luciana Varanda Rizzo, Giri Prakash