DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING: Recent submissions

  • Detection of phishing URLs: a machine learning approach 
    Ahmed, Shakib (Daffodil International University, 2024-01-13)
    Phishing attacks represent one of the most prominent cybercrimes today, their main aim is illicitly acquiring sensitive information such as passwords, user names, email bank details, and credit card information. Their ...
  • A Web Based Application :Online Book Store 
    Bikash, Md. Sakhawat Hossen (Daffodil International University, 2024-07-24)
    As the digital age continues to shape the way we interact with information and media, online bookstores have become integral platforms for readers worldwide. This abstract delves into the dynamics, challenges, and ...
  • Adapting Whisper AI for Multilingual Speech-To-Text Conversion in Bangladeshi Ethnic Languages 
    Yeiad, Kabid; Jim, Jannatul Ferdushi (Daffodil International University, 2024-07-24)
    This research shows how a full speech-to-text and translation system was made to turn sounds from five different ethnic languages into Bangla. These languages are Malo, Bawm, Santali, Marma, and Garo. The study looks at ...
  • Enhanced Rice Leaf Disease Detection Using Densenet201: A Deep Learning Approach 
    Prosad, Bishal (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-08-25)
    Accurate and prompt detection of rice leaf diseases is vital for ensuring healthy crop yields and preventing major agricultural losses. This study proposes an advanced method for diagnosing rice leaf diseases using the ...
  • Pneumonia detection with x-ray images approach with deep learning 
    Arnob, Abid Rayhan; Atika, Maria Akther (Daffodil International University, 2024-07-24)
    This study tries to create a reliable model for detecting pneumonia using chest X-ray images. The work makes use of advanced deep learning architectures such as DenseNet, InceptionV3, ResNet, VGG16, and VGG19, as well ...
  • Rice leaf disease detection using convolutional neural networks 
    Hossain, Md. Sabbir (Daffodil International University, 2024-07-24)
    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 ...
  • Music Studio - Elevate Your Musical Talent 
    Mean, Md Minhaz (Daffodil International University, 2024-07-24)
    The “Music Studio - A Web Based Online Music School Application” project is an innovative web-based platform designed to revolutionize online music education by seamlessly connecting students with skilled instructors ...
  • A Machine Learning Approach to Predict Quality of Drinkable Water. 
    Ananta, Fuad Ahmed; Emon, Al-Sabbir-bin-Saifullah (Daffodil International University, 2024-07-24)
    Ensuring access to clean and safe drinking water is vital for both human health and environmental balance. This study focus into the application of computer algorithms to predict the safety of drinking water. The primary ...
  • Polarity Detection of Top IPL Players' Tweets Using BERT and SVM based on tweets 
    Hemel, Sheikh Nazmus Shakib (Daffodil International University, 2024-07-24)
    Sentiment analysis represents a fundamental component of natural language processing, playing a pivotal role in understanding user sentiments and public opinion across diverse domains. This research undertakes a comparative ...
  • Bangladeshi jujube leaf disease classification using deep learning techniques 
    Hasan, Md. Sazid; Ahmed, Jobaer (2024-07-24)
    This paper explores the use of deep learning algorithms in identifying diseases affecting Bangladesh jujube leaves, with the goal of improving crop yields and yields’ management. A dataset comprising 2400 images was ...
  • Social Media-Based Education Platform: ‘TIE-UP DIU 
    Chowdhury, Md. Muaj (Daffodil International University, 2024-07-24)
    The necessity of robust communication platforms within educational communities has become increasingly important in an era marked by the rapid advancement of technology and the evolution of professional landscapes. An ...
  • Machine Learning for Diabetes Forecasting 
    Hossain, MD. Abir (Daffodil International University, 2024-07-08)
    The medical industry and machine learning now have a stronger connection because to technological advancements. This work uses machine learning to forecast the prevalence of diabetes, a worldwide illness. Predicting the ...
  • A web based smart management system for DIU Blood Bank 
    Fahim, Azizul Hakim (Daffodil International University, 2024-07-08)
    The Blood Bank website is a comprehensive platform created with React, Node.js, Tailwind CSS, MongoDB, and JavaScript. It serves as a single hub for managing blood donations, managing members, and other related tasks. ...
  • Implementation of Large Language Model for Automatic Answer Script Evaluation 
    Mynul Ahasan Mim, Mir; Islam, Sadikul (Daffodil International University, 2024-07-10)
    This paper explores the implementation of large language models (LLMs) for automatic answer script evaluation, examining their potential to revolutionize educational assessment. LLMs offer significant advantages, including ...
  • Text-Based Bangla Road Sign Detection Using Proposed Deep Learning Approach 
    Shakib Al Hasan, Md.; Sazid, Munimul Hoque (Daffodil International University, 2024-07-10)
    Traffic monitoring, driver assistance, and autonomous driving systems all depend ontheidentification of road signs. Road sign detection is vital for safety and advanced systems for drivers. In this context, this study is ...
  • Prime Travel Zone 
    Shoriful Islam, Md. (Daffodil International University, 2024-07-10)
    This project endeavors to create a highly intuitive and efficient flight and hotel booking website, prioritizing user experience and backend functionality. Utilizing Bootstrap for frontend design and Laravel framework ...
  • DaffThink: One-Stop AI Solution for Content Creation 
    Hossain, Md. Faysal (Daffodil International University, 2024-07-10)
    In the digital era, creating diverse media content—text, images, videos, music, and code—has become crucial yet time-consuming and skill-intensive. "Discover DaffThink: One-stop AI Solution for Content Creation" tackles ...
  • Skilly - Web Based Campus Facilitate Platform 
    Asif - Al - Muqshit, Md. (Daffodil International University, 2024-07-10)
    My project, Skilly, intends to modernize on-campus educational support through the implementation of a website-based system with multiple functions. In addition to providing a database of academic and professional courses, ...
  • Liver Cirrhosis Prediction Using Machine Learning Algorithms 
    Shakil, Mahabub Alam (Daffodil International University, 2024-07-10)
    Liver cirrhosis is a highly infectious blood-borne illness that is often asymptomatic in its early stages. Consequently, identifying and curing patients at an early stage of the ailment is difficult. As the disease spreads ...
  • Face Recognition Based Attendance System Using Machine Learning 
    Pourno, Nafim Hassan (Daffodil International University, 2024-07-10)
    Attendance tracking systems are crucial for organizations to monitor the presence of individuals in various settings such as workplaces, educational institutions, and events. Traditional methods of attendance recording ...

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