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Browsing Thesis by Issue Date

Browsing Thesis by Issue Date

Now showing items 1-20 of 84

Job Success Prediction: An Exploration of Machine Learning and Deep Learning in Bangladesh

Rahman, Hafizur (Daffodil International University, 2025-01-10)

Unemployment is one of the critical challenges in Bangladesh, with an approximate unemployment rate of 4.20%. However, over the past year, more than 8 lakh graduates from public and private universities entered the job ...
Shielding Data in Transit: Secure Protocols and Encryption for Network Protection

Bhuiyan, Md Sazzad Hossain (Daffodil International University, 2025-01-10)

Given that the amount and the nature of transferred data are increasing day after day, the protection of information during its transmission is crucial. "Shielding Data in Transit:” Secure Protocols and Encryption for ...
Compact Convolutional Transformer For Classification Of Retinal Diseases From Optical Coherence Tomography Images

Meraj, Jarin Tias (Daffodil International University, 2025-01-10)

In this study, we focus on how to use advanced deep learning models to identify retinal disorders from OCT images automatically. To increase the accuracy and speed of clinical diagnostics, the study introduces the Compact ...
OMR Sheet Scanning And Result Processing System

Amin, Md. Rohul (Daffodil International University, 2025-01-10)

The main goal of this “OMR Sheet Scanning And Result Processing System” project is to make Result Processing easy and early for the Examination authority like National University, Islamic Arabic University, Technical ...
The Growth Of Erp Solutions In Bangladesh: A Market Analysis

Bashir, A.T.M Shamiul (Daffodil International University, 2025-01-10)

The adoption of enterprise resource making plans (ERP) solutions in Bangladesh has witnessed sizable growth in current years. This research explores the factors using this increase, the demanding situations confronted ...
A Comparative Study on Deep Convolutional Neural Networks and Transfer Learning for Chest Cancer Detection

Mim, Mst. Zannatul Maoya (Daffodil International University, 2025-01-10)

In this comprehensive study, highly effective advanced deep learning architectures are tested at detecting chest cancer from computed tomography (CT) scan images. The research is centered around six state of the art ...
The Role of Blockchain Technology in Education System in Bangladesh

Sohrab, Sinthia (Daffodil International University, 2025-01-11)

This paper explores Blockchain Technology, focusing on how incentives impact teamwork, which improves learning outcomes in academia. Blockchain is linked to decentralization, confidentiality, encryption, security, and ...
YOLO-Ash: Advanced YOLO11 Modifications for Ash Gourd Leaf Diseases Detection

Jahan, Nusrat (Daffodil International University, 2025-01-11)

The detection and classification of plant diseases are critical for improving crop yields and ensuring food security. This study focuses on developing an enhanced object detection model tailored for Ash Gourd leaf ...
An ANN based approach for predicting price hiking of milking by-productsResearch Approach

Akter, Farjana (Daffodil International University, 2025-01-11)

In Bangladesh's agricultural sector, dairy farming is vital since it greatly improves rural livelihoods, employment, and nutrition. The demand for dairy products including milk, butter, cheese, and yogurt has been rising ...
Sign Language Detection Using Deep Learning

Rahman, Oliur (Daffodil International University, 2025-01-11)

Sign Language Detection Using with deep Learning is utilized and advance process to detect sign languages by using artificial intelligence (Ai) method like CNN and RNN to recognize hand or arm gesture/posture from image, ...
Financial Inclusion in Rural Bangladesh: The Impact of Mobile Financial Services on the Underbanked Population

Rahman, Md Saifur (Daffodil International University, 2025-01-11)

The growth of Mobile Financial Services (MFS) is becoming more popular now as a tool for increasing access to financial services in the developing countries including Bangladesh. This paper evaluates the roles of MFS in ...
Lung And Colon Cancer Classification Using Medical Imaging: With Best Image Pre-Processing Techniques Employing Transfer Learning Approach

Mondol, Chaity (Daffodil International University, 2025-01-11)

Early detection and treatment of lung and colon cancer can reduce death rates globally. The most popular, effective, and successful imaging method for detecting lung and colon cancer at the moment is transfer learning. The ...
Malware Detection With Deep Learning

Hossain, Md. Jubayar (Daffodil International University, 2025-01-11)

Multiple sophisticated malware attacks in the cyber world now present substantial danger to individual users as well as business operations and vital infrastructure systems. Due to quick-moving threats signature-based ...
Alzheimer’s Disease Detection From MRI Using Deep And Transfer Learning Approaches

Momenin, Md. Ashraful (Daffodil International University, 2025-01-11)

Alzheimer's disease is a common neurological disorder that affects millions of people around the world. It is important to find the disease early so that it can be treated effectively and in a fast manner. Not long ago, ...
Machine Learning Approaches to Addressing Climate Change Health Impacts

Smriti, Shamiha Mosharof (Daffodil International University, 2025-01-11)

With far-reaching effects, climate change is a pressing global issue. To make educated decisions and work to lessen the effects of climate change, it is essential to accurately predict future trends. Throughout human ...
Machine Learning Approaches to Assess the Health Impact of Air Pollution

Anik, Md. Rahat Mahabub (Daffodil International University, 2025-01-11)

Air pollution is a critical global health concern, linked to a wide range of respiratory, cardiovascular, and chronic diseases. This study investigates the use of machine learning to assess the health impacts of air pollution ...
Multifactorial Risk Analysis of Breast Cancer Among Bangladeshi Women from Socio-Cultural Lifestyle

Karmaker, Pushpita (Daffodil International University, 2025-01-11)

Breast cancer is a leading cause of morbidity and mortality among women worldwide. This study investigates the multifactorial risks associated with breast cancer in Bangladeshi women, emphasizing socio-cultural, lifestyle, ...
Prediction Of Cardiovascular Diseases Using Machine Learning

Hossain, Md. Osman (Daffodil International University, 2025-01-11)

A condition of the heart or blood vessels is called cardiovascular disease (CVD). Globally, cardiovascular diseases (CVDs) constitute the primary cause of mortality. Coronary heart disease is among the most frequent ...
Design and Implementation of a Smart Local Service Marketplace System

Alam, Md. Shahin (Daffodil International University, 2025-01-11)

The primary objective of the Design and Implementation of a Smart Local Service Marketplace System project is to simplify the process of connecting local service providers with customers, ensuring a seamless experience in ...
Grapes Leaf Disease Detection using Convolutional Neural Network.

Aktaruzzaman, Md. (Daffodil International University, 2025-01-11)

Grapes a well-known flavourful, bulb-shaped fruits, also called botanically Vitis vinifera. The pulp appears inside its juicy and sweet taste with few pips or seeds. Despite being the world's most generated fruit, grapes ...

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Browsing Thesis by Issue Date

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