Faculty of Science and Information Technology: Recent submissions

  • Explainable Inflation Forecasts by Machine Learning Models 
    Kumar, Sukanto (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-17)
    A comprehensive analysis of inflation prediction using a variety of machine learning techniques, focusing on identifying the key factors for accurate forecasting. By analyzing data from the World Bank and Kaggle databases ...
  • Deep Learning based Approach for Effective Hate Speech and Offensive Language Classification 
    Islam, Md. Rakibul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-14)
    As hate speech is becoming more prevalent on social media platforms and has a negative impact on both individuals and groups, it is crucial to identify and mitigate hate speech in online environments. To solve this issue, ...
  • E-Commerce Website Shopo 
    zaman, Arifuz (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-19)
    This project entitled “E-Commerce Website ShopO” is a web-based application. In the rapidly evolving digital economy, e-commerce platforms have become integral to global commerce. The stakeholders of this website are three ...
  • Deep Learning Based Instance Segmentation of Leaf diseases 
    Hossain, Shoaib (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-19)
    Crop disease is a significant issue for Bangladesh's economy, but it can be prevented with early detection. This thesis proposes a deep learning-based instance segmentation technique for detecting 10 of the most common ...
  • Vending Machine Sales Analysis Using Machine Learning 
    Haque, Ishtiana (2024-08-14)
    Modern vending machines offer a wider range of products and services, including fresh food, electronics, beauty products, and even rental services like bicycles or umbrellas. they provide convenient access to goods and ...
  • Project (Industry) in International Affairs HooH – An Innovative Tourism Guide Web App 
    Akash, Shaikot Kundu (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-20)
    Firstly, I give thanks to GOD for making me qualified and finish this project effectively. Additionally, I want to thank Dr. Imran Mahmud, Head of the department and Associate Professor, who is my supervisor. Also, exceedingly ...
  • Early Prediction of Diabetes Using Machine Learning 
    Likhon, Teertho Kamol Goshami (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-21)
    This project focuses on leveraging machine learning techniques to develop a predictive model for the early detection of diabetes. With the growing prevalence of diabetes globally, timely diagnosis plays a crucial role in ...
  • Tea Leaf Disease Detection Using Deep Convolutional Network 
    Sarkar, Prapty Roy (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-21)
    Tea consumption is global and indispensable to economies; the Panchagarh district in Bangladesh is no exception. Disease management on the tea leaf using conventional methods is labor-intensive, time-consuming, and ...
  • Pre-Primary Child Education Game with AI Implementation 
    Islam, Md. Rabbi (2024-08-28)
    This project is an android base mobile Application. This project aims to solve the educational challenges and problem faced by children in rural areas through the development and implementation of a game-based early childhood ...
  • NoteNexus - A Web-Based Tool for Creating and Organizing Notes 
    Uddin, Main (2024-08-28)
    NoteNexus is a comprehensive note-taking web application designed using Next.js and Firebase, aimed at enhancing digital note organization and management. This project transcends basic note-taking functionalities by offering ...
  • Crossing Linguistic Boundaries: A Unified Real-Time Approach to Multilingual Sign Language Recognition in Diverse Contexts 
    Pranto, Md. Farhan Monir Rana (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-25)
    Living a regular life can be challenging for deaf individuals due to their hearing loss. In Bangladesh, around 2.6 million people experience hearing loss. For these individuals, sign language is vital for communication. ...
  • Stock Market Price Prediction Using Machine Learning 
    Karim, Abrar (2024-08-25)
    Stock market price prediction is a vital component for investors and financial analysts, offering the dual benefits of maximizing profits and managing risks effectively. This study delves into the application of sophisticated ...
  • Machine Learning Approaches For Early Detection Of Multiple Diseases Using Healthcare Data 
    Rahman, Mominur (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-27)
    This paper aims at exploring the application of machine learning algorithms for early disease diagnosis through health information. A comprehensive dataset from Kaggle was used, involving 500 patient records with 23 ...
  • Organization, Leave & Attendance Management of FleetHR 
    Rahman, Hojayfa (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-27)
    FleetHR is an easy-to-use Human Resource management software built for Small and Medium Enterprises (SMEs). It also became clear that it has a modular structure since it is possible to choose only the necessary component, ...
  • ber Security Threats Against Internet of Things(Iot) Devices: Analysis And Security Solutions 
    Das, Shishir Chandra (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-28)
    “The Internet of Things (IoT) is becoming more and more prevalent, which gives cybercriminals a larger assault surface. The effectiveness of machine learning for intrusion detection in Internet of Things security is examined ...
  • DIU, Online Food Delivery Management System 
    Rimon, Rokonuzzaman (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-28)
    University is designed to provide a convenient and accessible food delivery option for college and university students, faculty, and staff. However, the current system is not without its challenges. Some common problems ...
  • Hema-Track: Smart Blood Bank Administration 
    Rahaman, Masfikur (2024-08-28)
    Hema-Track will provide scientifically backed agricultural information to Blood Donors, empowering them to produce high-quality crops. By exercising a bit of caution, Blood Donors can safeguard their goals and build ...
  • Bangla Fake News Detection Using Machine Learning 
    Rahman, Khandakar Tazinur (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-29)
    Knowledge on the other hand is very much potent and the effect of sharing knowledge is highly significant but the sad thing is that sharing knowledge is now associated with share falsehood which has far-reaching consequences. ...
  • Tour & Travel Management System 
    Islam, Rakibul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-29)
    The Tour & Travel Management System, also known as Travel Assistant, is a comprehensive web-based application designed to streamline the booking and management of travel packages. This project aims to digitize the entire ...
  • Lip Print Identification Using Deep Learning 
    Bhuyan, Hasib Ahmed (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-09-01)
    The idea behind biometric identification is that every person has distinct qualities. While iris, retina, fingerprint, and face recognition are common traditional ways, an alternative Lip-based identification is a method ...

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