DIU Institutional Repository: Recent submissions

  • Distinguishing between AI-generated and Human-written Content in the Modern Digital Landscape using Deep Learning 
    Emu, Md. Atiq Morshed (Daffodil International University, 2025-01-13)
    This study focuses on the growing difficulty of recognizing text that produced by machines in a time when artificial intelligence is extensively used. The study proposes a novel method based on a Long Short-Term Memory ...
  • A Framework for Human Skin Disease Classification Using Convolutional Neural Network 
    Hera, Mst. Dilruba Yeasmin (Daffodil International University, 2025-01-20)
    One of the most dangerous types of cancer is skin cancer, it becomes a significant health hazard when not treated and detected on time. Skin cancer may spread to other parts of the body and complicate treatment if it is ...
  • Transit Track A Cpmprehensive University Bus Tracking and Transport Card Management System 
    Faisal, Saimon Islam (Daffodil International University, 2025-01-13)
    The increasing demand for efficient and reliable public transportation has necessitated innovative solutions to improve user experience and operational transparency. This report presents TransitTrack, a mobile application ...
  • Fashion Freak - A Web Application 
    Unknown author (Daffodil International University, 2025-01-18)
    Fashion Freak is the new E-commerce solution for addressing the fast-growing fashion market with our particular focus on the customers from the Bangladesh market. I design the backend using Laravel, database as MySQL, along ...
  • Link List Predection using Graph Neural Network 
    Apon, Shifat Kamal (Daffodil International University, 2025-01-13)
    In this study, the applications of Graph Neural Networks (GNNs) for link prediction in citation networks have been explored using a dataset called Cora. We can visualize the networks as paper nodes of the graph and the ...
  • Basic Networking Technologies and its Users 
    Samrat, Raufuzzaman (Daffodil International University, 2025-01-10)
    In addition to providing employment agency, consulting, and staffing services, Internal training in business analysis, project management system, the database administration, and the network administration was initiated ...
  • Basic Networking Technologies and its Users 
    Samrat, Raufuzzaman (Daffodil International University, 2025-01-13)
    In addition to providing employment agency, consulting, and staffing services, Internal training in business analysis, project management system, the database administration, and the network administration was initiated ...
  • Insomnia Disease Detection Using Machine Learning 
    Hasan, Rakibul (Daffodil International University, 2025-01-12)
    Insomnia happens to be one common sleep disorder that cuts across many people worldwide. It has left untold suffering in his domains that stretch from physical to mental to emotional health problems. Polysomnography and ...
  • Building Trust In Ai-Driven Skin Disease Diagnosis Through Explainable Ai 
    Nahid, Beniamine Al (Daffodil International University, 2025-01-15)
    This research focuses on developing an AI-based system for skin disease diagnosis that achieves high accuracy while ensuring interpretability and transparency. The proposed system leverages ResNet101 as the backbone model ...
  • A Colab-Integrated Hybrid Model For Effective Ransomware Detection Via Voting Classifier Techniques 
    Eyashin, Md. (Daffodil International University, 2025-01-11)
    Ransomware is a harmful malware that is designed to encrypt a victim's data or lock the victim's system, then demand a ransom for restoration or decrypting the data or unlocking the system, and it often causes significant ...
  • Automating Clinical Note Summarization Using LLM 
    Arafat, Md. Yeasin (Daffodil International University, 2025-01-15)
    The increasing volume of electronic health records (EHR) and the growing complexity of clinical documentation have highlighted the need for efficient and reliable summarization tools. This thesis explores the application ...
  • High-Precision 3D Spleen Segmentation for Surgical Planning Using Deep Learning 
    Turja, K.M. Al Jaziz (Daffodil International University, 2025-01-15)
    Medical imaging has become an indispensable tool in modern healthcare, facilitating accurate visualization of internal anatomical structures for diagnosis, treatment planning, and surgical procedures. Among these, segmentation ...
  • Machine Learning-Based Road Damage Detection: A Comprehensive Review and Comparative Analysis 
    Abir, MD. Ahhashanul Habbib (Daffodil International University, 2025-01-15)
    Finding road damage is essential to maintaining transportation safety, cutting maintenance expenses, and extending the life of infrastructure. Manual surveys and sensor-based systems, two traditional approaches to road ...
  • Design and Implementation of an Automated System for Detecting CSRF Vulnerabilities in Web Applications 
    Rahman, Md. Ashiqur (Daffodil International University, 2025-01-15)
    In the current technical world, there are extensive use of web applications. More confidential information is being handled by web apps. Sensitive data processing web applications face several risks. Hackers are constantly ...
  • Diagnosis of Parkinson's Disease (PD) in Early Stages Through Voice Analysis Using Machine Learning Algorithm 
    Hossain, Sazzad (Daffodil International University, 2025-01-15)
    Parkinson's Disease, a progressive neurodegenerative disorder, is challenging to diagnose at its early stages due to symptom overlap with other conditions and the subtle onset of clinical features. Leveraging vocal ...
  • Enhanced Malicious Email Detection Using Large Language Models and Web-Based URL Scraping 
    Khalil, Ibrahim (Daffodil International University, 2025-01-15)
    This study focuses on enhancing malicious email detection through the integration of spam classification, URL analysis, and content-based risk assessment using large language models (LLMs). Traditional methods often address ...
  • Automation of Traffic Congestion Reduction Management System 
    Foysal, Jarif; Shanto, MD Emam Hossain (Daffodil International University, 2025-10-30)
    In this project, built an intelligent traffic congestion management system with an ESP32 board. Traffic signal timings are changed in realtime by the system based on vehicle density data captured using 8 such IR sensor ...
  • Photolancer: A web-based Freelancing Marketplace to Hire Photographer 
    Shovon, Nowras Nafiz (Daffodil International University, 2025-01-13)
    The Photolancer project has the potential to completely change how people in Bangladesh interact and hire photographers. By offering a sophisticated and user-friendly platform created especially for booking and providing ...
  • Performance Analysis of Banner and Poster Detection using Machine Learning Algorithms 
    Sumon, Md.Shazzad Hossain (Daffodil International University, 2025-01-13)
    This research project, conducted within the Computer Science and Engineering Department at Daffodil International University, focuses on the implementation of YOLOv8, a real-time object detection system, for the purpose ...
  • Fresh Groceries - Your Trusted Web based Online Shopping 
    Ryhan, Apu (Daffodil International University, 2025-01-01)
    Fresh Groceries is a web-based online shopping platform designed to offer a seamless and user-friendly grocery shopping experience. This report provides a comprehensive overview of the project’s development lifecycle, ...

Search DSpace

Browse

My Account