Abstract: Vehicular Ad-Hoc Networks (VANETs) encounter various security threats, such as greedy behaviour attacks, with most existing research focusing on the CSMA/CD protocol. This paper investigates ...
Abstract: Cancer is a heterogeneous disease that can spread to any body part. Breast cancer is one of the most dangerous cancers among women, contributing significantly to mortality worldwide. This ...
Dataset Selection & Preprocessing A multi-class dataset from the UCI library was used. The dataset had between 5k to 30k rows. The dataset was split into 10 random 70-30 train-test splits, labeled S1 ...
R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variable ...
Introduction: Excessive alcohol consumption negatively impacts physical and psychiatric health, lifestyle, and societal interactions. Chronic alcohol abuse alters brain structure, leading to alcohol ...
1 School of Mechanical and Electronic Engineering, Hubei Polytechnic University, Huangshi, China 2 Hubei Key Laboratory of Intelligent Conveying Technology and Device, Hubei Polytechnic University, ...
Support Vector Machines (SVMs) are a powerful and versatile supervised machine learning algorithm primarily used for classification and regression tasks. They excel in high-dimensional spaces and are ...
Microsoft has dropped heavy hints that change is coming to the way security products interact with the critical core of the Windows platform, its software kernel, spurred to action by the IT outage ...
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