Frontiers

Support vector machine-based classification of bulimia nervosa using diffusion tensor imaging

Background: Alterations in brain structure have been suggested to be associated with bulimia nervosa (BN). This study aimed to employ machine learning (ML) methods based on diffusion tensor imaging ...
Scientific Research Publishing

Hybrid Software Model for Defect Detection and Cost Evaluation Using Support Vector Machine ...

Software defect prediction and cost estimation are critical challenges in software engineering, directly influencing software quality and project management efficiency. This study presents a ...
Scientific Research Publishing

Evaluations of Machine Learning Algorithms Using Simulation Study ()

1st cases of COVID-19 were reported in March 2020 in Bangladesh and rapidly increased daily. So many steps were taken by the Bangladesh government to reduce the outbreak of COVID-19, such as masks, ...
Frontiers

An optimized support vector machine for lung cancer classification system

Introduction: Lung cancer is one of the main causes of the rising death rate among the expanding population. For patients with lung cancer to have a higher chance of survival and fewer deaths, early ...
IEEE

Algorithms for direct L2 support vector machines

Abstract: Paper introduces a novel Direct L2 Support Vector Machine (DL2 SVM) and compares the performances of its three learning algorithms on 12 ‘small’ and 4 ‘medium’ real binary and multi-class ...
IEEE

Research on the channel prediction algorithm of multiwavelet combined with support vector ...

Abstract: By applying the chaotic theory and reconstructing embedding phase space, utilizing support vector machine method to establish prediction model for fading channel signal, and using ...