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Felipe Valencia de Almeida

Assistant Professor (Professor Doutor)

University of Sao Paulo

Brazil

Research Interests

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Professors in Ecology

Articles (20)

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2023

Collaborators (4)

Solange Nice Alves-Souza

Associate Professor

University of Sao Paulo

BRAZIL

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Reginaldo Arakaki

Professor Doutor

University of Sao Paulo

BRAZIL

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Pedro Corrêa

Associate Professor

University of Sao Paulo

BRAZIL

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Giri Prakash

Section Head - Earth System Informatics and Data Discovery

Oak Ridge National Laboratory

UNITED STATES

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Felipe Valencia de Almeida

Research Interests

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Articles (20)

Ionizing radiation and cold plasma for post-harvest control of Sitophilus zeamais in maize: A biophysical approach with penalized logistic regression and generalised linear models

Detecção de Garimpo na Amazônia com Visão Computacional e Redes Neurais Convolucionais

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

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

Portal de Gestão e Qualidade de Dados em Big Data

Análise de IA Explicável na Detecção de Gases nos Solos

Exploratory Analysis of Spatiotemporal Patterns in Meteorological Data

Dataset de Poços de Monitoramento de Gases da USP Leste

Especificação de um Experimento de Ciência de Dados para Análise de Áreas Contaminadas

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

Machine Learning for Plasma Disruption Prediction in TCABR

Aplicação de técnicas de Co-Teaching para Limpeza de Dados e Treinamento Robusto de Redes Neurais: um Estudo de Caso de Modelagem de Distribuição de Espécies

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

Architecture of a Data Portal for Publishing and Delivering Open Data for Atmospheric Measurement

HomeLab: Levando o Laboratório até a Residência do Aluno

The Development of Sustainable Engineering with PjBL during the COVID-19 Pandemic

Application of data science in the prediction of solar energy for the Amazon basin: a study case

Evaluating the Explainability of Machine Learning Classifiers: A case study of Species Distribution Modeling in the Amazon

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

Comparação de Classificadores de Aprendizado de Máquina para Modelagem de Distribuição de Espécies: um estudo de caso na Bacia Amazônica

Collaborators (4)

Solange Nice Alves-Souza

Reginaldo Arakaki

Pedro Corrêa

Giri Prakash

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