Department of Computer Science and Engineering: Recent submissions

  • Solution Architecture Infrastructure Security Internship 
    Rifat, Akib Istiak (Daffodil International University, 2025-01-13)
    During my internship at GO INNVOIR LTD, I was an intern focusing on security for infrastructure solutions. My main job was to keep the organization's computer security systems running and manage them. I worked hard to ...
  • Enhancing Breast Cancer Diagnosis Using CNN and Transfer Learning Model 
    Rifat Akhanda, Ifthiak Ahamed (Daffodil International University, 2025-01-13)
    Breast cancer diagnosis using histopathology images and advanced deep learning techniques. The study evaluates five models: MobileNetV2, ResNet50V2, DenseNet121, DenseNet201, and a custom CNN. Among these, DenseNet201 ...
  • Speech Classification of British And American English Using Machine Learning 
    Jahan, Maskat; Das, Richi Dipayan (Daffodil International University, 2025-01-12)
    This study focuses on the classification of British and American English accents using machine learning, addressing the growing interest in accent-based applications within speech processing systems. Speech samples were ...
  • The Impact of Customer Demographics on Churn Rates in the Telecommunications Industry. 
    Abul Bashar, Muhammad (Daffodil International University, 2025-01-13)
    In this thesis, I aim to develop a machine learning model for predicting customer churn in the telecom industry, using data from major telecom operators in India, including Airtel, Reliance Jio, Vodafone, and BSNL. The ...
  • MediSense: Intelligent IoT Based Health Monitoring System for Personalized Care 
    Islam, Mst. Joyana (Daffodil International University, 2025-01-13)
    This research project addresses the pressing need for the development of advanced health monitoring systems capable of providing real-time and accurate tracking of vital signs. The primary objective is to design and ...
  • MediSense: Intelligent IoT Based Health Monitoring System for Personalized Care 
    Islam, Mst. Joyana (Daffodil International University, 2025-01-13)
    This research project addresses the pressing need for the development of advanced health monitoring systems capable of providing real-time and accurate tracking of vital signs. The primary objective is to design and ...
  • A Dataset for Detecting Intrusion in Software Defined Networking Infrastructures 
    Imran, Jahid (2025-01-13)
    Traditional networking works solely on the responsibility of hardwares (routers, switches) in moving the data between networks and calculating the routing table through various algorithms. Software Defined Network (SDN) ...
  • A Machine Learning Approach for Diabetes Prediction Using Ensemble Feature Selection and Hyperparameter Tuning. 
    Al-Mozahid, Md. (Daffodil International University, 2025-01-13)
    Early identification of diabetes is important for controlling the disease and avoiding problems. To improve the Predictive data mining of Diabetes prediction based on a dataset from Kaggle that focuses on diabetes, In this ...
  • Automated Acute Lymphoblastic Leukemia Detection Using Convolutional Neural Networks. 
    Raju, Md. Nurujjaman (Daffodil International University, 2025-01-13)
    This study investigates the performance of four widely used Convolutional Neural Networks (CNNs) MobileNetV2, InceptionV3, VGG16 and ResNet50 for disease classification tasks, leveraging transfer learning techniques. The ...
  • Buzz-Hub the easiest shopping platform 
    Washif, Kashfi; Ratul, Joy Mollik (Daffodil International University, 2025-01-13)
    In our country, there are a good number of e-commerce websites. Nowadays people’s interest on online shopping is increasing. But there are some issues what they are facing during online shopping like misbehavior of ...
  • SharePost 
    Bhuiyan, Md. Arif Billah (Daffodil International University, 2025-01-13)
    SharePost is a cutting-edge web program that gives users the chance to make money by creating and sharing posts, so empowering them. Anyone who wants to contribute may use this platform; all they have to do is register ...
  • Detection of Cotton Leaf Diseases Using Transfer Learning Techniques 
    Khan, Hafiz Ahmed (Daffodil International University, 2025-01-13)
    Cotton crop is among the leading source of income globally through its production is harmed by many diseases which attack the leaves. Identification of these diseases is a tedious, cumbersome, and prone to a lot of errors ...
  • Classification of Okra Leaf Diseases Using Machine Learning 
    Ahmed, Md. Mahfuz (Daffodil International University, 2025-01-12)
    In precision agriculture, machine learning models are increasingly revolutionizing disease detection and management for crops. Recent advances in computer vision, particularly Vision Transformer (VIT) architectures, have ...
  • Library Management System 
    Lata, Tanjila Hafsa (Daffodil International University, 2025-01-13)
    The Library Management System modernizes the automation of conventional library operations. This thesis focuses on the creation and development of a learning management system (LMS) platform that satisfies the needs of ...
  • Rose Color Detection for Blind People's using Deep Learning 
    Mandal, Sajeeb (2025-01-13)
    This thesis presents the development of a mobile app-based solution for rose color detection designed specifically for visually impaired individuals. The solution leverages advanced Vision Transformer (ViT) architectures, ...
  • Comparison of Breast Cancer Prediction Using Machine Learning 
    Hasan, Md. Mehedi (Daffodil International University, 2025-01-12)
    Recent times, breast cancer has seen a concerning rise, affecting a significant proportion of women. To tackle this pressing issue, extensive research efforts have been dedicated to devising effective methodologies for ...
  • Comparison of Breast Cancer Prediction using Machine Learning 
    Hasan, Md. Mehedi (Daffodil International University, 2025-01-13)
    Recent times, breast cancer has seen a concerning rise, affecting a significant proportion of women. To tackle this pressing issue, extensive research efforts have been dedicated to devising effective methodologies for ...
  • A Customizable E-commerce Platform Tailored for Seamless User Experiences Using the MERN Stack. 
    Rahim, Md. Abdur (Daffodil International University, 2025-01-13)
    This project showcases a modern E-commerce platform built using the MERN stack (MongoDB, Express.js, React.js, Node.js), designed to deliver a seamless online shopping experience for users and comprehensive management ...
  • Optical Character Recognition (OCR) Using Tesseract.js 
    Miah, Md. Parvej (Daffodil International University, 2025-01-13)
    This project focuses on developing a web-based optical character recognition (OCR) system using Tesseract.js, a JavaScript library that allows extracting text from images in both client-side and server-side environments. ...
  • Snake Gourd Leaf Disease Detection Using Deep Learning 
    Nishat, Md Rifat Uddin; Setu, Sadia Afrin (Daffodil International University, 2025-01-12)
    This study explores a novel approach to identifying diseases in snake gourd leaves using advanced deep-learning techniques. The research focuses on five specific leaf conditions: Healthy, Powdery Mildew, Downy Mildew, ...

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