SciELO

Precision crack analysis in concrete structures using CNN, SVM, and KNN: a machine learning approach

Cracks in structures are discontinuities that occur due to stress, material degradation, or design flaws, compromising structural integrity. Detecting and analyzing cracks is crucial for assessing ...
IEEE

Forecasting of Rainfall Using Novel SVM and Compare Prediction Accuracy with Logistic Regression Algorithm

Abstract: Utilizing a novel super vector machine algorithm to forecast rainfall efficiency and comparing the accuracy of the predictions with a logistic regression algorithm. Using machine learning ...
IEEE

Thread User Sentiment Analysis Based on Text Using LGBM, SVM, and Logistic Regression Algorithm

Abstract: Social media is growing rapidly as a medium for online communication. Through social media, users can share opinions, stories or other things. The messages shared tend to have various ...
Scientific Research Publishing

Extra Trees Model for Heart Disease Prediction ()

1 Computer Science Department, Babcock University, Ilishan-Remo, Ogun State, Nigeria. 2 Computer Science Department, Adeleke University, Ede, Osun State, Nigeria. 3 Department of Applied Mathematics, ...
GitHub

Lung Cancer Prediction Project

In this project, we leverage the power of artificial intelligence in healthcare to predict lung cancer risks. By employing various machine learning techniques, we aim to assist medical professionals ...
Scientific Research Publishing

Machine Learning-Based Classification of Coronary Heart Disease: A Comparative Analysis of Logistic Regression, Random Forest, and Support Vector Machine Models ()

1 Department of Business Information System, Central Michigan University, Mount Pleasant, MI, USA. 2 Department of MPH, Central Michigan University, Mount Pleasant, MI, USA. 3 Department of ...
Frontiers

Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm

Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China Background: Although an intracranial aneurysm (IA) is widespread and fatal, few drugs ...
Frontiers

Early detection of pine wilt disease based on UAV reconstructed hyperspectral image

Pine wilt disease (PWD) is a highly destructive infectious disease that affects pine forests. Therefore, an accurate and effective method to monitor PWD infection is crucial. However, the majority of ...