DIU Institutional Repository: Recent submissions

  • Credit Card Fraud Detection 
    Tasnim, Nazia (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-27)
    This thesis focuses on building a machine learning model for detecting fraud in credit card transactions using a data set consisting of 100,000 transactions with 92,785 non-fraudulent and 7,192 fraudulent instances containing ...
  • Mental health detection and treatment using machine learning 
    Rahman, Habiba (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-28)
    Student mental health is an important aspect of overall student well-being, but it is a less explored area with respect to the Bengali participants. We are using machine learning methods to predict the mental health of ...
  • RankMorph – AI Based SEO Analyzer 
    Khandaker, Md. Sakib (DAFFODIL INTERNATIONAL UNIVERSITY, 2025-01-30)
    You may read the findings that go along with my concept, a "RankMorph – AI Based SEO Analyzer," in full. This article discusses in depth the techniques utilized to transform the idea into a working website. The client ...
  • "Food Detection, Classification and Nutrition Prediction Using Deep Feature Extraction with Convolutional Neural Networks 
    Haider, S. M. Nesar (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-03)
    This study investigates the application of Convolutional Neural Networks (CNNs) for food identification, categorization, and nutritional prediction, responding to the increasing need for automated dietary evaluation tools ...
  • AI-Driven RFM E-Commerce 
    zaman, Rakibuz (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-10)
    The findings that support my concept, "AI-Driven RFM E-Commerce," may be read in its entirety. In this article, the techniques utilized to transform the idea into a working website are discussed in depth. One module that ...
  • Prison Management System 
    Sakib, Md (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-09)
    In any nation Prison is one of the active and vital areas. In every jail in Bangladesh, daily numerous transaction and procedure is occurred which is extremely tough to manage. The supervisor (authority) confronts a lot ...
  • AI-Driven Job Recommendation System for Underprivileged Communities in Bangladesh 
    Sakib, Mottakin Ahmed (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-06-24)
    The entire findings of my proposal, "AI-Driven Job Recommendation System for Underprivileged Communities in Bangladesh," may be read here. This article covers all of the procedures involved in turning the concept into a ...
  • Trio Mark Clothing 
    Rahman, Tarak (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-16)
    The proposed system identified as Trio Mark Clothing project aims to cover the different classification and purchase sites for apparels, as well as improving the shopping experience for the customer and the ease of operations ...
  • Why To Use M-Learning? 
    Nowrin, Khadhija Akter (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-13)
    The education sector has undergone a transformation due to the swift progress of mobile technologies, offering new avenues for learning through mobile learning (m-learning). This study explores the critical factors ...
  • Smart parking management system 
    Shad, Abdullah (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-06-26)
    The full results of my proposal, titled "Smart parking management system," are available for reading here. The steps used to turn the concept into a functional website are covered in full in this article. One component ...
  • Vehicle Counting for Traffic Ease Using YOLOv8 
    Hossain, Md. Sazzad (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-05)
    The full results of my proposal, "Vehicle Counting for Traffic Ease Using YOLOv8" are available here. The steps used to turn the concept into a functional website are covered in full in this article. One more model that ...
  • Ai-Powered Crop Disease Detection And Solution System To Empower Rural Entrepreneurs With Limited Education 
    Rahman, Abdur (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-03)
    The whole outcomes of my proposal, " AI-POWERED CROP DISEASE DETECTION AND SOLUTION SYSTEM TO EMPOWER RURAL ENTREPRENEURS WITH LIMITED EDUCATION", may be seen here. This essay goes into great detail about how the idea was ...
  • Analyzing The Challenges Of Management Information System Implementation: A Case Study Of Healthcare Sector In Bangladesh 
    Sakim, Md Abdus (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-04)
    In the rapidly changing world of technology, this study delves into the complexities and challenges faced in the implementation of Management Information Systems (MIS) in the healthcare sector of Bangladesh. Recognizing ...
  • A Machine Learning Approach for Early Detection and Improved Decision-Making for Lung Cancer Diagnosis 
    Hasan, Km. Zayedul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-05)
    Lung cancer is presently the leading cause of cancer-related mortalities worldwide. Environmental conditions, lifestyle habits, and genetics are the main causes of lung cancer. Early detection of lung cancer is pivotal in ...
  • The Impact of Depression and Stress on Preterm Births in First-Time Mothers: 
    Arif, Md. Rashid (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-10)
    This thesis looks at the relationship between stress, depression, and preterm births among first-time mothers in Bangladesh. Preterm births are defined as births that happen before 37 weeks of gestation, and they have a ...
  • Comparison of Weighted Sum Model and Multi-Attribute Decision-Making Weighted Product Methods in Selecting the Best University in Bangladesh 
    Biswas, Pronab (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-11)
    selection of the best university plays a crucial role in shaping one's academic and professional career. This research paper focuses on comparing two prominent decisionmaking methods, namely the WSM and the MADM-WP method, ...
  • Navigating the Skills Landscape: A Comprehensive Analysis of the Job Industry in Bangladesh 
    Hasanuzzaman, Md. (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-13)
    This thesis explores the complexities of Bangladesh's employment market, considering the global workforce changes. It uses a multifaceted methodology, incorporating quantitative and qualitative approaches, to understand ...
  • Role of Information Management System 4IR-Based Approach in Achieving EGovernance in Bangladesh 
    Islam, Md. Ohidul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-17)
    Information management in the public sector can improve transparency, reduce corruption, speed up service delivery, provide easy access to public services, reduce errors, and reduce poverty. As the landscape of governance ...
  • MIS Risk Management for Financial Organization during Pandemic 
    Rahman, Mohammad Maksudur (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-19)
    The COVID-19 global health crisis, and the accompanying public health measures implemented by governments to reduce human-to-human transmissions, forced businesses around the world to adapt new work arrangements on a massive ...
  • Natural Disasters Visualization 
    Any, Tanjila Jahan (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-25)
    This Research aims to create a system for visualizing the number of deaths caused by different types of pandemics worldwide. In order to achieve this, a number of existing technologies will be used. In particular, the ...

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