DIU Institutional Repository: Recent submissions

  • Human Emotion Detection: A Deep Learning Approach with XAI 
    Hossain, Md Mahbub; Tasnim, Sayma (2025-05-14)
    This research develops an extensive deep learning method for detecting human emotions from images that achieves interpretability through Explainable Artificial Intelligence (XAI). The research method starts with emotion-tagged ...
  • Enhancing Cloud Security Using Artificial Intelligence: Analyzing the Effectiveness and Challenges of AI-Powered Threat Detection and Prevention Readiness 
    Adnan, MD. Sanaul Islam (Daffodil International University, 2025-09-20)
    The rapid development of cloud computing has changed the way organizations store, retrieve, and secure data, providing incredible scalability at a cost and posing new and challenging cyber threats that most security tools ...
  • Secure Web Application: MERN Stack Forum 
    Priom, A. Ali Ahammed (Daffodil International University, 2025-09-21)
    In today’s digital world, people want spaces where they can share ideas, ask questions, and connect with others easily. The Secure Web Application: MERN Stack Forum is built to make that possible—a modern, all-in-one ...
  • A Deep Learning-Powered FastAPI Web Application for Diabetes Mellitus Prediction:Model Development and Evaluation 
    Tasfi, Labib Al (Daffodil International University, 2025-09-21)
    This project proposes an IoT-based dual power mobile network monitoringsystemdesigned to ensure continuous connectivity during power outages. It involvestwonetwork towers—one connected only to the grid and the other ...
  • Advanced Stacking Ensemble Learning for Robust Loan Default Risk Detection 
    Mridu, Mushfika Rahman (Daffodil International University, 2025-09-24)
    This dissertation suggests an entirely based machine learning solution, which is expected to significantly enhance loan default assessmetnt. We conducted a close comparison analysis of various machine learning and deep ...
  • Application Request Orchestrator 
    Hasan, Walid Al (Daffodil International University, 2025-09-14)
    This project presents ABC Proxy Security Gateway, a scalable, high-performance reverse proxy designed as a pluggable web application firewall (WAF) built with Golang. It intercepts and processes HTTP requests through a ...
  • Predicting Both Hypothyroidism and Hyperthyroidism Using Machine Learning Techniques 
    Basher, Mokarrom (Daffodil International University, 2025-09-21)
    The aim of this project is to predict hypothyroidism and hyperthyroidism with the help of multiple machine learning (ML) methods. The research employs a clinical dataset that comes with vital characteristics of the thyroid ...
  • Bias Reduction in ICU Mortality Prediction Through Targeted Synthetic Data Generation 
    Soyad, Tahedi (Daffodil International University, 2025-09-14)
    Accurate predictions of patient mortality in the Intensive Care Unit (ICU) are critical for guiding clinical decisions and optimizing scarce resources, yet machine learning models trained on electronic health records (EHRs) ...
  • Easy Vaccination System (Vaxily) 
    Rahman, Md Mahfuzur (Daffodil International University, 2025-09-15)
    Sometimes, if someone wants to know about his vaccination history, it can be difficult for him to find his record book using the old method. Because they are dispersed throughout the world, they sometimes lose it or can't ...
  • A Comprehensive Survey on Chilli Leaf Disease Detection Techniques Using YOLO 
    Anzum, Tanvir (2025-05-14)
    Chilli (Capsicum annuum) is an economically vital crop extensively cultivated in countries like Bangladesh, India, and Indonesia. However, the crop is highly susceptible to fungal, bacterial, and viral diseases that ...
  • A Proposed Hybrid Ensemble Model for Accurate Diabetes Prediction 
    Mowla, Golam (Daffodil International University, 2025-09-24)
    One best example of chronic diseases and one of the highest causes of morbidity is diabetes whose early detection can help avert a catastrophic health risk. Early and precise detection of diabetes can lead to improved ...
  • Mental Health Prediction Among Medical Students Using Machine Learning 
    Tithi, Nosrat Jahan; Haque, Kazi Zakiul (Daffodil International University, 2025-05-14)
    Mental health is a critical aspect of well-being, influencing individuals' ability to function in daily life and cope with stress. Medical students struggle with depression alongside their demanding academic schedule and ...
  • Diu Alumni Web Portal 
    Shourov, Mohammad (Daffodil International University, 2025-09-24)
    DIU ALUMNI PORTAL is a website where DIU alumni and current students join in one place. By joining all of the Students, we can create a social connection. We are making a diu community. This alumni web portal provides job ...
  • An Online-Based Hotel Booking and Room Rental Web Application - TourStay 
    Mridul, Md. Mostak Ahamed (Daffodil International University, 2025-05-14)
    In the midst of the fast growth of technology, online hotel and room reservations are already a necessity among many travelers. The culmination of this academic year presents a Hotel Booking and Room Rental Web Application ...
  • MediSync BD - An Innovative Telemedicine Platform with Real Time Video Consultation 
    Mohiuddin, Muhammad (Daffodil International University, 2025-09-24)
    MediSync - An Innovative Telemedicine Platform with Real Time Video Consultation is a complete digital health platform aimed to connect patients and health institutions in real time video consultation and built-in appointment ...
  • Deepfake Image Detection Using Deep Learning Models 
    Das, Sajib (Daffodil International University, 2025-08-11)
    Fake images are becoming a threat to our society. Recognizing fake images with the naked eye is a very difficult task. And in many cases it is impossible to recognize even after much effort. Due to which it is becoming ...
  • Bangla News Headline Classification and Sentiment Analysis using Bangla Bert 
    Jone, Israk Hasan; Alam, Badrul (Daffodil International University, 2025-05-14)
    As a core task of natural language processing, text classification is widely used in many fields. Reading newspapers in daily life is a very common practice, but before reading, everyone first check the newspaper headlines. ...
  • AI-Driven DevOps: Enhancing Automation, Efficiency, and Reliability in Software Development 
    Ratul, Radwanul Habib (Daffodil International University, 2025-09-11)
    We are seeing that software development is changing very fast, and it demands only faster and more secure delivery methods. Traditional DevOps practices automate workflows effectively, but they have limitations in predictive ...
  • Early Detection of Ovarian Cancer using Deep Learning 
    Kamal, Saad; Sakib, Sadekul Hasan (Daffodil International University, 2025-05-14)
    Ovarian cancer is one of the deadliest gynecological malignancies, and early diagnosis through histopathological image analysis can significantly improve patient outcomes. This study proposes a convolutional neural network ...
  • Essenza - A Clothing eCommerce Store 
    Fahim, Omar Faruqe (Daffodil International University, 2025-08-11)
    This project, Essenza – A Clothing eCommerce Store, is an online shopping platform designed to sell clothing and related products with a focus on user-friendly design and automated bundle offers. The system provides essential ...

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