Customer churn is one of the most critical issues in telecom companies. As it directly affects the company’s revenue, arises the need of finding ways to predict and then prevent this kind of phenomen. Machine learning can ...
This thesis explores the vulnerabilities and defense mechanisms of Supervisory Control and Data Acquisition (SCADA) systems. It is consolidated with a focus on Linux virtual machine environments. SCADA systems are critical ...
In today’s world there is a growing urgency to protect artifacts and important
landmarks due, to environmental factors and human activities. As a result, experts and
conservationists are reevaluating their methods realizing ...
The use of neural networks, specifically convolutional neural networks
(CNNs), in medical image processing has resulted in substantial breakthroughs in
illness identification. This study digs into the use of neural ...
Because more companies and individuals were transferring data to the cloud
as a result of the COVID epidemic, the significance of online communication has
grown dramatically. We all depend on the net to transfer data ...
Leukemia is a cancer-related disease which causes the death of individuals
worldwide, regardless of age and gender. It affects the blood and bone marrow, thus
leading to the abnormal production of immature white blood ...
In nearly 95% of the countries worldwide, breast cancer is the main reason of female deaths. The impact that this disease has on human body, depends on the stage in
whichit is diagnosed, being a life-taking disease if not ...
The COVID-19 pandemic not only caused disruptions in global health and
economics but also intensified weaknesses in cyberspace, resulting in a significant
increase in cyber threats. This article examines the convergence ...
As automation continues to advance rapidly, cell detection and counting plays a significant, crucial role in medical image processing’s automatic analysis. Accurately detecting and locating cells seems to be an extremely ...
The number of companies encouraging use of chatbots as a substitute source for customer service is increasing more and more. Users must have confidence in chatbots giving them the assistance they need. But the confidence ...
This thesis explores the use of neural networks and Long Short-Term Memory
(LSTM) techniques for stock prediction. The focus is on understanding the potential
of these techniques in forecasting stock prices by analyzing ...
The outbreak of the Covid-19 pandemic brought the need for research in this field to assist in diagnosing patients more accurately and with more speed than is possible using just human resources. Deep Learning and especially ...
In this thesis the fundamentals of Natural Language Processing (NLP) will be
presented. All the methods that I have tested are performed in a platform called Orange
which is going to be explained throughout the thesis.
The ...
Modern corporate networks are targeted by attacks from the Internet. The
consequences of cyberattacks can be devastating, including loss of business information,
theft of money, the cost of repairing affected systems, ...
This master's thesis offers a thorough examination of React JS component
libraries, with a specific focus on constructing and releasing a User Interface
component library. The research starts by introducing React JS, ...
During this digital era, the demand for management systems, websites
and application has been increasing more and more because they serve as a
technology solution for businesses. In order to be able to develop these kind ...
Modern information technology has evolved, and image processing's importance in
our lives is growing. There are many practical applications, such as digital
publishing, image databases, and imaging technology for ...
Multi-focus Image fusion is a technique that has been studied a lot by
researchers for years and every year a new multi-focus image fusion technique has
been developed which surpasses the predecessor technique. Multi-focus ...
The most basic illustration of an object's surface is a point cloud. This type of
data is nowadays used in a variety of applications that are affecting the advancement
of technology. Sensor technology being the mean for ...
This thesis delves into the intricate process of translating a Sinc-Zooming application
from the C/C++ programming language to Python. The Sinc-Zooming technique used in
this research is novel as well as it can be used ...