DIU Institutional Repository: Recent submissions

  • Stress Classification From Wearable Multimodal Physiological Signals: Deep Learning Approach 
    Halder, Aninda (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)
    Stress is a common problem with serious consequences for health and well-being, especially among healthcare workers such as nurses. Chronic stress in this population can lead to burnout, affecting both their personal ...
  • Customer Satisfaction Sentiment Analysis For Online Transactions In Bangladesh Using Machine Learning 
    Pias, Md. Almahmud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)
    Online transactions are becoming increasingly popular in Bangladesh, starting from shopping, we transact online. Online payment plays a very important role in paying any shopping bill. To find any possible problems and ...
  • SKILLSYNTH: 
    Zonaid, Md.; Sutradhar, Biplob Kumar (Daffodil International University, 2024-07-24)
    SkillSynth is an innovative, interactive, and personalized education platform designed to enhance online learning by leveraging existing AI technologies. It offers a comprehensive solution addressing both content creation ...
  • Dietary Factor and Relationship With Allergic Sensitization Prevalence 
    Chakrabarti, Dipta (Daffodil International University, 2024-12-28)
    This study examines the association between dietary habits and allergic sensitization, uncovering strong links between food choices and allergy management. 40% of the surveyed participants reported allergies, primarily to ...
  • Association Between Nutritional Knowledge, Nutritional Status and Sociodemographic Factors of High School Children: A Cross sectional Study on Uttara, Dhaka 
    Soran, Sanzida Arifin (Daffodil International University, 2024-12-30)
    The purpose of this cross-sectional study was to explore the relationship between the nutritional knowledge, nutritional status, and sociodemographic factors of high school students in Uttara, Bangladesh. A cross-sectional ...
  • Smart Water Hydrant System (IoT) 
    Unknown author (Daffodil International University, 2024-07-24)
    This report details the design, implementation, and testing of a Smart Water Hydrant system using advanced Internet of Things (IoT) technologies. Developed individually, this project utilizes Node-RED for visual programming ...
  • Improving Heart Disease Diagnosis Through Supervised Machine Learning Techniques 
    Sijon, Khaled Bin (Daffodil International University, 2024-07-24)
    Heart disease is a major risk to public health, accounting for 17.9 million deaths globally annually. Predicting cardiac disease with machine learning (ML) approaches like Linear Regression, Random Forests, Naive Bayes, ...
  • Towards detection of alopecia diseases through deep learning 
    Haque, Majbaul (Daffodil International University, 2024-07-24)
    The frequency of alopecia, a group of illnesses characterized by hair loss, makes diagnosis and treatment extremely difficult. Conventional diagnosis techniques produce outcomes that are subjective and inconsistent since ...
  • An Automated Process of Detecting Fresh And Rotten Vegetables by Using Deep Learning 
    Chowdhury, Fatin Fuad (Daffodil International University, 2024-07-24)
    Classification of fresh and rotten vegetables is essential in our everyday life as it becomes difficult sometimes to identify earlier whether the vegetables are fully fresh or not. There is a possibility of suffering ...
  • Human brain disease detection from MRI using deep learning approaches 
    Mahamud, Md. Hasan (Daffodil International University, 2024-07-24)
    MRI scans can be used to diagnose some types of brain diseases, which can lead to early treatment of the diseases. This study employs deep learning approaches to develop robust models for automated brain disease detection ...
  • An investigation of rational use of antidepressants in patients of BSMMU hospitals located in Dhaka, Bangladesh 
    Emma, Sanjida Ahmed (Daffodil International University, 2024-04-06)
    convolutional neural networks Medications known as antidepressants are frequently administered to treat depression and associated mood disorders. The purpose of this study is to look into the patients' reasonable usage ...
  • Mental Health and Healing Herbs: Natural Remedies for Anxiety and Depression 
    Popy, Nurun Nahar Akter (Daffodil International University, 2024-04-03)
    Herbal remedies have garnered increasing interest as adjunctive or alternative treatments for mental health conditions, including anxiety and depression. In this review, the therapeutic potential of herbal remedies as ...
  • Factors Influencing the Adoption of Smartwatches: A PLS-SEM Analysis using SmartPLS. 
    Fama, Fatema Faruque (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)
    This study explores how people incorporate smartwatches into their daily lives. I used Partial Least Squares Structural Equation Modeling (PLS-SEM) as the statistical approach, utilizing the SmartPLS tool to analyze the ...
  • Web-Based Online Car Repair Centre 
    Rahim, Md Abdur Raufur (Daffodil International University, 2024-07-24)
    This project aims to develop a web-based car servicing center to modernize the automotive service industry. The platform offers customers the convenience of booking services online 24/7, with real-time updates and seamless ...
  • Impact of Artificial Intelligence on Tertiary Level Education in Bangladesh: A Comparative Analysis of Positive and Negative Effects 
    Dowlla, Md. Asaf-Ud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)
    This thesis explores the integration of Artificial Intelligence (AI) in tertiary-level education in Bangladesh, examining the perceptions, usage, and impact of AI among students from various universities. A survey conducted ...
  • Skin disease classification using fine-tuned transfer learning techniques 
    Dhar, Bijoy; Shuvo, Monir Husain (Daffodil International University, 2024-07-24)
    Millions of individuals worldwide suffer from skin illnesses, which pose considerable health and economic difficulties. Accurate and prompt diagnosis is crucial for successful treatment and management. Traditional ...
  • Exploring the natural compounds against dengue fever: a review 
    Mim, Shamima Nasrin (Daffodil International University, 2024-04-06)
    Aedes mosquitoes are primary vectors of the reemergent (DENV) and chikungunya virus (CHIKV). As a result, several recent investigations have been conducted to find antiviral compounds that might be used to treat DENV and ...
  • Birds Emotion Classification Using AI 
    Rafid, Golam Faiyaz; Das, Shreya (Daffodil International University, 2024-07-13)
    The recognition of emotions in animals, particularly birds, through vocalizations holds significant promise for understanding avian behavior and welfare. In this study, we propose a novel approach to classify bird species ...
  • Recruitment and Selection Process of Opsonin Pharma Limited 
    Akter, Khadiza (Daffodil International univarsity, 2024-07-15)
    The document gives an overview of Opsonin Pharma Ltd., outlining its corporate background, mission, and core values. It proceeds to articulate the significance of an effective recruitment and selection process in aligning ...
  • An Evaluation of Lending Process of Grameen Bank 
    Sazzad, Md. Asif (Daffodil International University, 2024-03-15)
    Grameen Bank is a prominent microfinance institution globally. This bank wants to help those in need, especially women, by providing them with excellent services. The board of Grameen Bank is fervently committed to empowering ...

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