Thesis Report: Recent submissions

  • Ensuring Equity In Education: Enhancing Accessibility Of E- Learning Platforms For Targeted Users 
    Mahmud, Asif (Daffodil International University, 2025-01-18)
    In This thesis will find the effectiveness of existing E-Learning platforms, mainly focused on underprivileged learners and the challenges and barriers that low resource learners face in accessing online education. This ...
  • Regional-Speech: A Bengali Speech Recognition Dataset for Benchmarking Models Under Dialect Variation in Puran Dhaka. 
    Rahman, Naimur (Daffodil International University, 2025-01-18)
    Regional dialects of the Bengali language, which is spoken throughout South Asia and among the Bengali diaspora, are influenced by historical, cultural, and geographic factors. Eastern Bengali, Manbhumi, Rangpuri, Varendri, ...
  • Factors influencing Facebook Reel Usage behaviour 
    Chowdhury, Tasnia Sunehara (Daffodil International University, 2025-01-18)
    With the rise of short-form video platforms such as Facebook, the Social Media Usage paradigm has shifted to maximize engagement through short-form, algorithmic-ally driven content. This study explores the motivation for ...
  • ThinkTravel 
    Diba, Musfika Khan (Daffodil International University, 2025-01-18)
    The travel and tourism sector plays a pivotal role in global economies, yet it isriddled with challenges such as inefficient booking processes, lack of localizedsolutions, and inadequate administrative tools. Think Travel, ...
  • Leveraging Ensemble Learning Techniques for Enhanced Cybersecurity Threat Detection 
    Bithi, Jakiah Firooz (Daffodil International University, 2025-01-18)
    The rapid evolution of cyber threats has forced the development of modern intrusion detection systems (IDS) capable of identifying and combating sophisticated attacks. Traditional IDS techniques often fail to adapt to ...
  • A News Site for media publication 
    Arnob, Rafrafin Chowdhury (Daffodil International University, 2025-01-18)
    In order to provide real-time news and multimedia material in a variety of areas, such as politics, technology, sports, entertainment, and more, the News Site Project seeks to create a cutting-edge and intuitive online ...
  • Static Website Builder (CMS) 
    Saharukkarim, Md. (Daffodil International University, 2025-01-18)
    The concept behind the Static Website Builder project is to offer a platform where people as well as companies can build, design, and deploy easy static websites with no coding knowledge at all. Predefined functionality ...
  • Impact of HRIS in Organization 
    Shadhin, Hasanul Banna (Daffodil International University, 2025-01-18)
    In the present era of technological revolution, the employment scene has transformed, and innovative approaches have rendered existing systems exceedingly successful. The majority of companies are increasingly recognizing ...
  • Enhanced Potato Leaf Disease Detection Using Deep Learning 
    Abdullah, Abdullah (Daffodil International University, 2025-01-18)
    Potato crops are essential to global food security but are highly susceptible to leaf diseases such as early blight or late blight, which negatively impact yield and quality. Conventional detection approaches are time-consuming ...
  • 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 ...
  • 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 ...
  • A Hybrid Machine Learning Model for Enhanced Prediction of Gestational Diabetes Using Diverse Datasets 
    Miti, Ramisa Maliyat (Daffodil International University, 2025-01-11)
    Gestational diabetes mellitus (GDM) is a significant health concern affecting maternal and fetal well-being, necessitating early and accurate predictive models. This study presents a novel hybrid machine learning model ...
  • nderstanding AI tool engagement: A study of ChatGPT usage and word-of-mouth among university students By PLS Algorithm 
    Toma, Hozaifa Afroz (Daffodil International University, 2025-01-11)
    This study examines how university students use ChatGPT, focusing on factors including system quality, personalization, trust, and satisfaction. This study examines the effects of these factors on students' behavioral ...

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