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Desenvolvimento de uma aplicação Web para monitoramento dos ninhos de tartarugas marinhas no litoral da cidade de Paulista (PE)
(2022-07-20)
This article describes the development processes of a web/mobile application to
help monitor sea turtles on the coast of the region of the city of Paulista, Pernambuco.
The application has features such as: map with ...
Construção de Painéis de Inteligência de Negócios com Indicadores Educacionais no IFPE Campus Paulista
(2023-07-28)
The objective of this article was to produce Business Intelligence panels for the teaching management of the Federal Institute of Pernambuco located in Paulista-PE, which has data, but its transformation into information ...
CRISP-DM no desenvolvimento de funções de pedotransferência: um estudo de caso com o Banco de Dados HYBRAS
(2023-12-21)
This research describes a detailed analysis on the development of pedotransfer
functions to estimate Field Capacity and Permanent Wilting Point. The adopted approach
utilizes data from the HYBRAS database, which holds ...
Análise Comparativa de Redes Neurais Artificiais e Algoritmos de Ensemble para a Predição de Risco de Crédito
(2023-12-06)
In this study, the importance of credit risk analysis in the financial system is explored,
highlighting its challenges and economic implications. Given the complexity of
imbalanced data and the dynamics of the economic ...
Aplicação de Processamento de Linguagem Natural na identificação de perfis depressivos em mídias sociais.
(2023-12-22)
The influence of social media on people's mental health is noticeable. With
technological advancement and the prevalence of virtual interactions, social
relationships began to be mediated by electronic devices, raising ...
Avaliação comparativa de técnicas de aprendizado de máquina na previsão de Turnover, com uso de inteligência artificial explicável.
(2024-08-01)
This article carried out a comparative analysis of ten Machine Learning
algorithms for predicting turnover scenarios in organizations. Two databases from the
Kaggle website were used: the first for an American company, ...
Avaliando o desempenho de modelos generativos de dados para classificação de notícias falsas mediante modelo matemático auxiliado por algoritmo Genético.
(2023-12-06)
This paper presents a comparative analysis of the performance of a fake news classification
system using a mathematical model improved by a genetic algorithm. The
objective of this study is to investigate the potential ...
Desenvolvimento de sistema para realização de metanálises com a utilização de técnicas de mineração de textos: uma aplicação em genética forense.
(2024-08-19)
Meta-analysis is a powerful systematic review tool, essential for statistical
validations in scientific studies. In the biomedical field, the primary repository accessed is
PubMed, where the focus of readers is mainly ...
Proposta de chatbot inteligente baseado na organização acadêmica do Instituto Federal de Pernambuco
(2024-09-05)
The Federal Institute of Pernambuco houses a variety of guiding documents.
However, accessing the information contained within these documents is often neither simple nor quick due to their length and complexity. To address ...
Uso da Inteligência Artificial Explicável aplicada à predição de doenças cardíacas
(2024-09-04)
Abstract. The heart is the largest organ in the circulatory system and is essential
for pumping blood rich in oxygen and nutrients to all cells in the human body.
Problems that occur in the functioning of the heart, such ...