IEEE

Blockchain Technology: A Potential Defense Against Ransomware Attacks

Abstract: This study evaluates the effectiveness of blockchain technology as a defense mechanism against ransomware attacks using advanced machine learning models. The models, including Random Forest, ...
GitHub

svm-model

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 ...
C&EN

Improving Machine Learning Classification Predictions through SHAP and Features Analysis Interpretation

Department of Life Sciences, University of Modena and Reggio Emilia, Via Giuseppe Campi 103, 41125 Modena, Italy Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, ...
IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...
GitHub

A machine learning project that predicts mechanical properties (tensile strength and elongation) of low-alloy steels based on their composition and temperature.

The models take into account temperature and chemical composition (C, Mn, Cr, Ni, Al) to make accurate predictions of steel mechanical properties.