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Thesis 2023

Thesis 2023

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Recent Submissions

Unmasking Deception: Analyzing Fake Product Reviews through Machine and Deep Learning

Islam, Eva; Moon, Marzana Rahman; Vasha, Tasnim Karim; Mahdi, Md. Tasean (East West University, 2023-11-28)

Online product evaluations have become a vital resource for shoppers looking for knowledge and direction for their purchases in the age of digital commerce. The prevalence of fraudulent product evaluations has jeopardized ...
Analyzing the Performance of DV-Hop Based Localization Algorithms in Range-free Wireless Sensor Networks

Afrin, Tanjina; Shahan, Shakibul Hasnat; Rupom, Md. Ashraful Haque (East West University, 2023-01-18)

Wireless sensor networks are used in a wide range of applications, including environmental monitoring, industrial automation, and healthcare. In order to effectively gather and analyze data from these networks, it is ...
Analysis on Covid-19 Detection System Using Machine Learning & Deep Learning Models

Rithin, Nuzhat Tabassum; Das, Joy; Das, Bijoy (East West University, 2023-01-18)

COVID-19, considered the deadliest virus of the twenty-first century, has claimed the lives of millions of people worldwide in less than two years. The respiratory disease (COVID- 19) is caused by the novel coronavirus ...
Network Intrusion Detection Using Machine Learning & Deep Learning

Labonno, Meherunesa; Ahmed, Sabbir (East West University, 2023-02-05)

In recent decades, rapid development in the world of technology and networks has been achieved, also there is a spread of Internet services in all fields over the world. Piracy numbers have increased, also a lot of modern ...
Malicious URL Detection Using Machine Learning and Deep Learning Algorithms

Mumu, Mahmuda Haque; Aishy, Tanzina (East West University, 2023-01-18)

The majority of commercial enterprises rely on the World Wide Web's Internet services (WWW). These services are vulnerable to cyberattacks. The majority of cyberattacks occur when users click on malicious URLs. URL is an ...
Cyber Threat Detection Using Machine Learning Algorithms On Heterogeneous VHS-22 Dataset

Rahman, Faiaz; Tanna, Rafee Zunaied; Habiba, Umme (East West University, 2023-01-18)

Large and varied amounts of data are needed for the research of emerging machine learning (ML) techniques for detecting network threats, such as malware-related threats. The research community has been using a number of ...
Mental Health Prediction Among Unemployed Graduates Using Machine Learning Approach: BD Perspective

Bristy, Nilima Islam (East West University, 2023-01-18)

According to emerging advancements, university graduates looking for work are more likely to experience common psychological illnesses including obsessive thinking, panic attacks, nervousness, or distress. Nevertheless, ...
Bangla Fake Food Review Detection Using Machine Learning Algorithms

Uddin, Md Ashraf; Paul, Tusher; Ahmmed, Md Riaz (East West University, 2023-01-18)

In recent years, Fake Review Detection has emerged as a key and well-liked topic for both business and research due to the explosive growth of e-commerce platforms. In today's e-commerce, internet reviews are crucial for ...

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