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Now showing items 1-10 of 55
Intrusion detection system through deep learning in routing manet networks
(Tech Science Press, 2023)
Deep learning (DL) is a subdivision of machine learning (ML) that employs numerous algorithms, each of which provides various explanations of the data it consumes; mobile ad-hoc networks (MANET) are growing in prominence. ...
Detection of cardiac arrhythmias in electro cardiograms using deep learning
(Institute of Electrical and Electronics Engineers Inc., 2022)
Medical diagnostic support systems based on automatic learning algorithms, called machine learning, represent a form of artificial intelligence (AI) that improves the performance, quality, and speed of health care. ...
Using deep learning based classification algorithm to detect faults in turbine engines
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)
Despite the recent rise in the popularity of machine learning, researchers have barely
scratched the surface of the potential of a hybrid model for defect identification and diagnosis
leveraging artificial neural networks. ...
Enhancement of the performance of MANET using machine learning approach based on SDNs
(Elsevier GmbH, 2023)
Deep learning (DL) is a subdivision of machine learning (ML) that employs numerous algorithms, each of which provides various explanations of the data it consumes; mobile ad-hoc networks (MANET) are growing in prominence. ...
LAN based GIS optimization for coverage in wireless networks
(Institute of Electrical and Electronics Engineers Inc., 2023)
Machine learning is a branch of artificial intelligence based on the idea that systems can learn to identify patterns and make decisions with a minimum of human intervention. In this Paper, demonstration learning will be ...
Age and gender detection by face segmentation and modefied CNN algorithm
(Institute of Electrical and Electronics Engineers Inc., 2023)
The fundamental purpose of the field of research known as 'biometrics' is to explore the development of reliable approaches for identifying individuals using their observable traits. Examples of biometric identification ...
Gender and age detection by feature selection using resnet50 based on CNN algorithm
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2023)
In the use of facial images, several factors can interfere in the facial analysis process and
mainly in the result. Factors such as the ambient lighting condition, camera positioning
towards the person, face position and ...
Traffic detection using SDN-IOT based machine learning network
(Altınbaş Üniversitesi, 2021)
In recent years, IoT (Internet of Things) techniques have experienced significant progress with
application in different areas of daily life, including the monitoring of public spaces to achieve better
planning and use ...
Crack detection and classification in oil pipes using MRCNN algorithm
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2023)
Significant amounts of research and development have been devoted to the use of deep learning
algorithms in civil engineering areas such as road and structural damage assessment. Scientists often
select between "object ...
Classification of traffic and IOT devices through artificial neural network and feature selection
(Altınbaş Üniversitesi / Lisansüstü Eğitim Enstitüsü, 2022)
The configuration for allocating a circuit will have a large overhead. According to the packet
switching paradigm, communication is not connection-oriented, and data transmitted on the
network are separated into small ...
