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Title: joaomh (João Manoel Herrera Pinheiro) · GitHub

Open Graph Title: joaomh - Overview

X Title: joaomh - Overview

Description: Senior Data Scientist & PhD Student at University of Sao Paulo - joaomh

Open Graph Description: Senior Data Scientist & PhD Student at University of Sao Paulo - joaomh

X Description: Senior Data Scientist & PhD Student at University of Sao Paulo - joaomh

Opengraph URL: https://github.com/joaomh

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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https://patch-diff.githubusercontent.com/joaomh#-latest-publications
A Synthetic Dataset for Manometry Recognition in Robotic Applicationshttps://doi.org/10.1109/LARS69345.2025.11272958
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Taskshttps://doi.org/10.1109/ACCESS.2025.3635541
A Leaf-Level Dataset for Soybean-Cotton Detection and Segmentationhttps://doi.org/10.48550/arXiv.2503.01605
Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainabilityhttps://doi.org/10.4114/intartif.vol28iss75pp63-80
Um estudo sobre algoritmos de Boosting e a otimização de hiperparâmetros utilizando optunahttps://scholar.google.com/citations?view_op=view_citation&hl=en&user=bXATl38AAAAJ&citation_for_view=bXATl38AAAAJ:LkGwnXOMwfcC
https://patch-diff.githubusercontent.com/joaomh#latest-projects
An Introduction to Machine Learninghttps://joaomh.github.io/ml-book/intro.html
Boosted Trees: XGBoost vs. CatBoost vs. LightGBMhttps://joaomh.github.io/projects/2023-10-01-catboost-lgbm-xgboost/main.html
Credit Risk Predictionhttps://joaomh.github.io/projects/2023-09-20-banking-risk-predict/main.html
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Meu Setup para Dados e Inteligência Artificialhttps://www.youtube.com/watch?v=Lrb9fCPPWX4
Resumo de todas as estruturas de Dados no Python - Listas, Tuplas, Conjuntos, Dicionários, Arrayshttps://www.youtube.com/shorts/LvzdHp-kR78
Outros métodos de Array em Python para gerenciar memóriahttps://www.youtube.com/shorts/AdOjlQiqfDs
Utilizando tolist, reverse em Arrays no Pythonhttps://www.youtube.com/shorts/JK-LqukTf94
Utilizando métodos em Arrays no Python, apeend, remover elementoshttps://www.youtube.com/shorts/eWhFQQfCEL0
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