Abstract: Accurately diagnosing compound faults in gearboxes, where multiple fault modes co-occur, poses significant challenges, particularly when labeled training data is limited. This article ...

Introduction: This study aimed to develop a diabetic retinopathy (DR) Prediction model using various machine learning algorithms incorporating the novel predictor Triglyceride-glucose index (TyG).

An automated MATLAB application for brain tumor detection and segmentation from MRI images. This project uses image processing and a Support Vector Machine (SVM) classifier to identify and highlight ...

I read in the documentation that a file *_svm_model.pkl is created. However, this file is not created for me. "use_SVM_to_remove_outliers" is true and the log file says: 2025-10-18 17:05:09,321 - ...

ABSTRACT: Geological disaster susceptibility assessment provides a critical foundation for disaster prevention, mitigation, and formulation of governmental reduction policies and emergency management ...

A first-quarter 2025 “Model Portfolio Trend” report compiled by fintech firm Broadridge Financial Solutions confirms that financial advisors have increasingly gravitated to model portfolios. The ...

1 Faculty of Mathematics and Computer Science,, Felix Houphouët-Boigny University, Abidjan, Côte d’Ivoire. 2 Institute for Mathematical Research (IRMA), Abidjan, Côte d’Ivoire. 3 Higher Teacher ...

1 School of Agricultural Engineering, Jiangsu University, Zhenjiang, China 2 Key Laboratory for Theory and Technology of Intelligent Agricultural Machinery and Equipment, Jiangsu University, Zhenjiang ...

The Sonic SVM team today unveiled Sonic SVM Attention Capital Market. It is said to be the world’s first operational market for human attention as a programmable, on-chain asset. The protocol is ...