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Machine Learning Essays

Using Generative AI for Malware Behavior Analysis

A Brief Overview Including Relevance and Significance:  The modern world is grappling with increasing cybersecurity attacks, with experts calling for implementing cutting-edge defense mechanisms to combat the threats. A notable case of how Malware can adversely impact an organization is the recent attack on Etisalat, Emirates Telecommunication Group Company. The Lockbit group-led attack shows the ... Read More
Pages: 9       Words: 2256

Enhancing Cybersecurity in Healthcare IoT Systems: A Machine Learning Approach for Intrusion Detection

Executive summary The paper is devoted to the emerging cybersecurity issues in healthcare systems, highlighting the special attention paid to Internet of Things (IoT) devices for patient remote monitoring. The target domain is to create a well-built inline security detection device (IDS) to maintain data confidentiality and integrity. The authors did a thorough literature review ... Read More
Pages: 13       Words: 3409
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Solutions to Social Media Manipulation

Introduction Since the advent of social media in the late 1900s, its proliferation has unfolded at an unprecedented rate, making it an indispensable constituent of modern life. In two decades, social media has experienced a colossal evolution, shifting from exchanging direct electronic data to retail (e-commerce) to virtual space and one of the unequaled marketing ... Read More
Pages: 6       Words: 1546

Amazon Instrument Review Sentiment Analysis

Musical instruments cover many kinds of products that can be obtained in the domain and range from guitars to keyboards to drums to brass instruments. Music instruments play an essential role in several industries, especially in the production of music, performance, education, and entertainment. Music instruments allow people to express their creativity, explore their musical ... Read More
Pages: 10       Words: 2615

New Emerging Technologies and Their Impact on Organization

Introduction Technology has produced a culture in which new inventions are constantly changing our daily routines, jobs, and how we interact with one another. Many of these technological improvements are excellent; they enhance our quality of life, increase productivity, and provide us with more access to necessities. This article examines how developing technologies such as ... Read More
Pages: 4       Words: 1068

Annotated Bibliography on Fall Detection and Prevention Systems.

Introduction Falls among older people harm their independence and health. As the global population ages, falls have become a severe public health issue needing novel risk mitigation solutions. The technology addresses the complicated impacts of elderly falls in “Fall Detection and Prevention Systems,” a prominent research topic. This method was chosen to address fall health ... Read More
Pages: 6       Words: 1577

The Primary Organizational Levels and Their Role in Making Decisions

The basis of Organizational structure is the front-line employees who form the operational skeleton of an organization. These people have a crucial role in providing unique ideas from their day-to-day lives. Their underlying closeness to the tasks and challenges encountered on the ground level allows them to present a unique view, delivering vital data for ... Read More
Pages: 6       Words: 1500

AI and Dark Web

Introduction Like any other part of the internet, AI can interact with the dark web differently. The dark web is an intentionally hidden part of the internet and can only be accessed with specific software such as Tor. Although the dark web is often linked with illegal activities, it also has some legitimate purposes, such ... Read More
Pages: 5       Words: 1205

Artificial Intelligence in the Context of Social Science

Artificial intelligence allows for the application of research methods seen in naturalistic science in social science. However, it promotes the development of social problem constructs without paying attention to addressing the social issues facing a community. Artificial intelligence is a recent time technological invention that has greatly improved human abilities to understand phenomena in nature ... Read More
Pages: 3       Words: 595

Summarize Two Thesis and Compare

Introduction In the ever-evolving landscapes of financial services and cybersecurity, technological advancements such as Microservices Architecture (MSA) and Artificial Intelligence (AI)/Machine Learning (ML) are pivotal in shaping industry practices. Isaiah Angweh Chig Mobit’s study, “Technological, Organizational, and Environmental Factors and the Adoption of Microservices in the Financial Services Sector,” dissects the multidimensional factors influencing the ... Read More
Pages: 10       Words: 2493

Assignment: Booming AI and Its Effect on Students.

Introduction. Artificial Intelligence refers to the simulation of machines, such as computers, with the ability to do tasks that require human Intelligence similarly. Humans could have done the tasks. Such machines can think like people and imitate people’s actions (McCarthy, 2007). They may also exhibit human traits,r example, learning, reasoning, and solving immediate problems. Innovation ... Read More
Pages: 12       Words: 3087

What Is the Level of AI Application and Adoption Worldwide?

Introduction As the name suggests, Artificial Intelligence (AI) is assimilating human intelligence into machines by applying computer science knowledge. Fortunately, AI has simplified decision-making, including huge and complex data analysis, storage, and information retrieval. Mondal, B. (2020) asserts that AI has influenced personal, social, and business outlooks by developing products capable of playing music, creating ... Read More
Pages: 4       Words: 995

House Prediction Regression Model Evaluation

Introduction: Machine learning techniques have become increasingly popular in recent years due to their ability to automate decision-making processes and extract meaningful insights from data. These techniques have found applications in a wide range of fields, including finance, healthcare, and transportation, among others. One of the main challenges in machine learning is to develop models ... Read More
Pages: 9       Words: 2336

Digital Transformation for Family Doctors

Family doctors must employ technology to improve patient care in today’s fast-changing digital world. IoT, cloud-based software, AI, machine learning, virtual consultation, and electronic prescriptions could improve healthcare prevention, diagnosis, and treatment. This essay will discuss how family doctors can use these technologies to improve patient care. IoT for prevention, cloud-based software for diagnosis, virtual ... Read More
Pages: 6       Words: 1626

Anomaly Detection of Unusual Behavior in Software Developers Using Knowledge Graphs

Introduction Software developers are vital to any organization and often encounter suspicious and unusual behaviors when developing their software. A new and innovative approach is needed to detect and prevent these behaviors, and this is where this thesis proposal applies. This thesis proposes to use knowledge graphs to detect and identify suspect, wrong, or unusual ... Read More
Pages: 8       Words: 2142
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