DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING: Recent submissions

Now showing items 161-180 of 4375

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 ...
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 ...
Utilizing Machine learning and deep learning Forcategorizingbengalinewsheadline

Shovon, Md.Shaikhahemed (Daffodil International University, 2025-01-14)

This study focuses on the application of natural language processing (NLP) in text classification, specifically for Bengali news headlines. Bengali, like many other languages, has seen increased attention in this field, ...
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 ...
Study On Adoption M Payments System Using SmartPLS

Akter, Nilufa (Daffodil International University, 2025-05-11)

The trend, known as mobile payment systems, is gradually replacing other forms of payment, which means cash, check, or credit/debit card all over the world both as individuals and businesses. However, in this study, there ...
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 ...
Analyzing the Impact of Micro-Credentials on the Employability of IT Graduates in Bangladesh

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 ...
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 ...
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 ...
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 ...
Fast and Robust Passive Live Face Detection for Access Control Utilizing Stereo Vision and Deep Learning

Rahman, Md. Jahidur (Daffodil International University, 2025-01-18)

This study presents a novel approach for fast and robust passive live face detection designed for enhanced access control systems. The proposed solution integrates stereo vision technology with advanced deep learning ...
Analyzing Migration Patterns of Engineers in Bangladesh Using Data Analytics

Hussain, MdRedwan (Daffodil International University, 2025-01-18)

Heart disease has emerged as a major global public health issue in recent years, and there is an increasing demand for precise prediction techniques to support early detection and prevention. To shed light on the ...
Enhancing Freshers Job Seeker Success at Bangladesh Job Fairs: A Machine Learning Approach to Predictive Analytics

Hossain, Meharaz (Daffodil International University, 2025-01-18)

With over one million fresh graduates entering the job market in Bangladesh each year, employers often struggle to find technically capable individuals who meet industry needs, leading to a significant mismatch between ...
Deep Learning Approaches for Bangla Facebook Comment Classification Using Bangla Bert, GRU, LSTM, and CNN

Shawon, Nowfal Ahamed (Daffodil International University, 2025-01-18)

This has driven artificial intelligence (AI) development to grow in rapidly, and large amounts of language resources are being developed for an array of languages. But Bangla has a long way to go in terms of the ...
Deep Neural Networks for Robust Handwritten Signature Verification: A Comparative Study

Alam, Khosnur (Daffodil International University, 2025-01-18)

This work is another step in the direction of state-of-the-art deep neural networks-based robust handwritten signature verification. In the field of fraud detection and identity verification, there is increasing need ...
Multiclass Classification of Bengali Newspaper Article Using Transformer & Deep Learning Approaches

Habib, Md. Ahsan (Daffodil International University, 2025-01-14)

In this paper we introduce a large scale, structured dataset of Bangla news articles with 320k instances under several predefined classes (Science & Technology, International, National, Sports, Entertainment, Economy, ...
Revolutionizing Tea Leaf Disease Detection With Deep Learning Algorithms

Shahmony, Suraiya Zaman Chowdhury (Daffodil International University, 2025-01-18)

Tea cultivation plays a vital role in global agriculture, but diseases affecting tea leaves significantly reduce crop yield and quality. Early detection and diagnosis of tea leaf diseases are crucial for effective ...
Comparative Risk Factor Analysis in Loan Risk Prediction using Variable Artificial Neural Network Layer Configuration

Hossain, Md. Rezaul (Daffodil International University, 2025-05-11)

Loans have become an inevitable part of the contemporary financial market and thus predicting the risk inherent in a particular loan is crucial in avoiding high levels of default and improving on the profitability of the ...
Towards a Gen Z student retention model in higher education: An investigation using pluralist research approach

Shahriar, S. M. Abrar (Daffodil International University, 2025-05-11)

Student retention is a crucial factor in higher education. It has been more challenging for Gen Z students in recent years. Realizing this challenge, this study aims to develop a retention model tailored to Generation Z ...

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