Thesis Report: Recent submissions

  • Leveraging AI for Food Waste Sorting in Urban Areas 
    Talukder, Razin Saleh (Daffodil International University, 2025-12-30)
    The current paper deals with management of urban food solid waste (FSW), which is the high-priority issue of health, environmental sustainability, and activities of cities. It is the nature of the issue brought into the ...
  • A Hybrid Deep Learning Framework for Improved Breast Cancer Classification 
    Arpi, Asfia Haque (Daffodil International University, 2025-12-30)
    It is a grave health problem on a global scale and diagnosis of breast cancer should be evident at the initial level, which will enhance results. This article creates effective deep learning systems on the BreakHis dataset ...
  • Cybersecurity and Quantum Computing: Challenges and Countermeasures 
    Sabah, Nafee Ibn (Daffodil International University, 2025-12-29)
    It would be wrong to say classical computers are the future because now this is the age of “Quantum Computers”. This study aims to explain how it works, what are the issues with current cryptographic solutions that are ...
  • Improving Email Security Through Machine Learning-Based Spam and Phishing Detection 
    Utshob, Orgho Kanti Sarker (Daffodil International University, 2025-12-30)
    Electronic communication is growing at an exponential pace and it has become critical in this age to utilize email for personal and professional correspondence. But this rise has also generated a lot of spam and phishing ...
  • A Multi-Modal Deep Learning Framework for Breast Cancer Prediction and Stage Identification Using Mammography and Ultrasound Images 
    Mim, Mymona Akter (Daffodil International University, 2025-10-30)
    Breast cancer remains one of the most prevalent causes of mortality among women worldwide, highlighting the urgent need for accurate, accessible, and automated diagnostic systems. This study investigates the effectiveness ...
  • Sentiment Analysis of Customer Feedback Using NLP Techniques 
    Anjum, Syeda Sadika (Daffodil International University, 2025-11-30)
    In an attempt to reach the end product of rich sentiment categorization, this research offers an end-to-end sentiment analysis system which incorporates the state-of-the-art in deep learning methodsin addition to traditional ...
  • Smart Universal Automated Incubator System 
    Nakib, Hisam Mohammad (Daffodil International University, 2025-11-30)
    This project outlines the design and development of the Smart Universal Automated Incubator System, which is called EggSync 360, which is a high-precision, industrial- grade incubation system developed to be a high-precision ...
  • A Comparative Analysis of ResNet-152 and MobileNetV2 for Automated Skin Cancer Detection 
    Mahbub, Farjana (Daffodil International University, 2025-11-30)
    Skin cancer is a common and lethal disease, and its diagnosis is often made difficult by the quite similar visual appearance between malignant and benign lesions. Artificial intelligence (AI), and in particular deep learning ...
  • Optimized Deep Learning Architecture for Early Detection of Lung Cancer 
    Basar, MD. Habibul (Daffodil International University, 2025-11-30)
    Lung cancer has been among the causes of cancer related deaths worldwide. Computed tomography (CT) imaging can be used to detect the disease at an early and accurate stage to enhance patient survival rates. Nevertheless, ...
  • Reinforcement Learning-Based Strategic Level Generation for Turn-Based Grid Games 
    Hossain, Md Rakib (Daffodil International University, 2025-11-30)
    Procedural content generation for turn based strategic games is challenging due to the need to satisfy multiple competing design objectives such as strategic depth balance and playability. Traditional manual and search ...
  • Rice Leaf Diseases Classification Using Convolutional Neural Networks. 
    Rimi, Sadia Afrin (Daffodil International University, 2022-12-17)
    Rice is one of the major developed crops in Bangladesh which is influenced by different infections at different stages of its cultivation. It is exceptionally troublesome for the farmers to manually identify these infections ...
  • Sentiment Analysis on Bengali Comments of YouTube’s Bangla Drama to Predict Emotions: A TF-IDF Approach 
    Sarkar, A. B. M. Kibria (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-05-14)
    Sentiment Analysis (SA) is indeed a rapidly growing field within computer science, particularly in the realm of natural language processing (NLP). It involves the automated analysis of text to determine the underlying ...
  • Credit Card Transaction Fraud Detection Using Machine Learning 
    Hassan, Md. Mehedi (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-05-04)
    Credit card fraud is a major challenge for Bank, business owners, credit card users, and transactions services companies, causing every year substantial and growing financial losses. Detecting fraud patterns in credit card ...
  • Measuring Cybersecurity Awareness in Somalian Organizations 
    Abdlaahe, Hamza Ahmed (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-10-21)
    The rise in Cybercrime is a result of technological breakthroughs and inventions, which has led many cyber specialists and researchers to focus more on Cybersecurity. Software, hardware, and other computer components are ...
  • Detection Of Fake Bank Currency With Machine Learning Algorithms 
    Biswas, Debobrato (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-12-25)
    The rapid advancement in printing and scanning technologies has led to an increase in counterfeit currency production, posing a significant challenge for financial institutions and economies. Existing banknote authentication ...
  • Rooftop Detection, Size Estimation and Eco-friendly Infrastructur Planning Using Deep Learning 
    Haque, Asiful (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-25)
    As worries about global warming, rising energy costs, and worsening air quality grow, this study investigates how deep learning models, specifically YOLOV5 and YOLOV8, can help with finding rooftops, estimating their sizes, ...
  • Live Blood Donor Finder 
    Zilani, Md.Nafiz Imam (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-20)
    This project is a health service application. Sometime in emergency medical situations we need a blood donor to donate blood. With the help of this application, we can search for nearby doner available form a request user. ...
  • Inventory Management System 
    Khan, Md Ashikur Rahman (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-29)
    This project proposes a new way of managing inventory in small businesses. Typical systems are outdated and inefficient, relying on store managers to manually track inventory levels and send updates to the corporate office ...
  • Video Steganography for Authentication: Enhancing Digital Watermark and Verification 
    Rahman, Md. Mahfuzur (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-30)
    The thesis "Video Steganography for Authentication Enhancing Digital Watermark and Verification" elaborates an advanced methodology to enhance the security and authenticityof video content. With an increase in multimedia ...
  • Analysing the Influence of UI & UX on E-Commerce Sales Through UTAUT and Correlation Analysis 
    Fahim, Abrar (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-14)
    E-commerce has transformed retail, with global sales exceeding $6 trillion in 2023. Despite this growth, cart abandonment rates remain high, suggesting that better UI/UX design could enhance customer experiences. This study ...

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