A new framework for defect detection using hybird machine learning techniques

FS Mansour, AA Ibrahim - 2022 International Symposium on …, 2022 - ieeexplore.ieee.org
In this study, some logs obtained with the Firewall Device are classified using multiclass
support vector machine (SVM) classifier optimized by grid search algorithm. The presented …

A CNN-GA Hybrid Approach for Efficient Analysis of Size and Shape of Nanoparticle

KSN Sushma, A Sarkar, G Sanyal - … Conference on Advances …, 2024 - ieeexplore.ieee.org
Addressing the challenge of manually analyzing nanoparticle characteristics, such as size
and shape, researchers have increasingly turned to deep learning methodologies. This …

Machine Learning Techniques for Pancreatic Cancer Detection

R Kumar - Journal of Advanced Research in Applied …, 2023 - thejournalshouse.com
Pancreatic cancer remains one of the most lethal malignancies, necessitating early
detection for improved patient outcomes. This paper presents an overview of machine …

An efficient model for partial electric discharge fault detection machine learning and IoTs techniques

KJO Omairi - 2022 - openaccess.altinbas.edu.tr
Transmission lines are actual significant constituent of the electric power structure.
Consequently, it is required to foresee and identify transmission lines fault kinds and places …

A new software defined networks (SDN) in IoTs based optimized machine learning techniques

LRK Almohamadi - 2022 - openaccess.altinbas.edu.tr
In this study, we propose the use of an automatic SDN system-based machine learning
techniques. The dataset first analyzed using ACO the aim of this stage is to find best weight …

A new cybersecurity application using hybrid machine learning method

M Çevik - 2022 - openaccess.altinbas.edu.tr
The adoption of security measures against cyber attacks has become a necessity for
everyone in the current conditions. Applying and implementing these requirements in the …

An efficient recognition framework using deep convolutional neural network

LAA Alkhattab - 2022 - openaccess.altinbas.edu.tr
Facial recognition is a method of classifying or positive a person's individuality exploitation
their face. Facial recognition techniques can be applied to detect individuals in photos …

New method based optimized machine learning techniques for attack detection in IoTs

FYI Alhasan - 2022 - openaccess.altinbas.edu.tr
Computer security is any effort to create a secure information processing platform to protect
data or information from unauthorized access while data or information is stored and …

A novel logistic transfer using optimization algorithms in natural disasters and humanitarian services

SAA Ahmed - 2022 - openaccess.altinbas.edu.tr
Today, there are thousands of organizations involved in the activities of transporting goods,
services or people from one point to another. Due to the dynamic conditions of our era, the …