Faculty of Science and Information Technology: Recent submissions

  • Stock price prediction and forecasting with machine learning 
    Nodi, Shaila Hossain (Daffodil International University, 2024-01-26)
    This project titled “STOCK PRICE PREDICTION AND FORECASTING WITH MACHINE LEARNING” which predict the price of stock for Bangladeshi data. Various methods such as analysis, time analysis and statistical analysis are used ...
  • Cyberbullying detection on Bangla social media comments 
    Bhuyain, Md Arman (Daffodil International University, 2024-01-26)
    This study investigates the potential of machine learning algorithms in detecting signs of depression within Bengali text on social media platforms. As mental health concerns continue to rise globally, understanding ...
  • Parkinson disease detection using machine learning with Explainable AI 
    Ferdaous, Jannatul (Daffodil International University, 2024-01-26)
    Aside from its effects on the nervous system, Parkinson's disease also modifies the physiological functions that the nervous system regulates. The progressive nature of Parkinson's disease makes it a degenerative disorder. ...
  • 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 authenticity of video content. With an increase in multimedia ...
  • Rooftop Detection, Size Estimation and Eco-Friendly Infrastructure 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, ...
  • A Video Steganography Using LSB Technique With AES Algorithm To Improve Robustness Against Visual Attack 
    Nishat, Nowrin Islam (Daffodil International University, 2024-03-11)
    To get the mysterious correspondence a strong video steganography calculation is my motive. The significant targets of the model strategy are: Embedding and extracting stegovideo using Advanced Encryption Standard (AES) ...
  • Tax Payment System 
    Khan, Md. Sadman Sakib (Daffodil International University, 2024-04-22)
    The compilation of an user’s tax return summary or taxation details is the main objective of our project. An user registers with the all in one solution as tax payment system after completing whole paperwork process, ...
  • Inventory Management System 
    Khan, Md Ashikur Rahman (Daffodil International University, 2024-07-25)
    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 Editor & Assistant Director in Short Film on Social Media Addictive Side Effect 
    Limon, Md. Ahasan Habib (Daffodil International University, 2024-03-18)
    In this present age we are surrounded by social media users. The magic of social media is everywhere. It originally came as our means of entertainment or communication. But all of us may not be able to take it in a way. ...
  • Understanding public sentiment using social media activities: a machine learning approach 
    Habib, Md. Ferdous (Daffodil International University, 2024-01-25)
    People use different social media platform to express their thoughts in their profiles or write comments on various aspects of world. Then a huge amount of data is generated and are stored on the internet in an unorganized, ...
  • Sentiment analysis on Bangladesh cricket team's world cup prospects: a study of Bengali social media comments 
    Smrity, Sharmina Urmila (Daffodil International University, 2024-01-25)
    The Bangladesh cricket team has developed a sizable following on social networking sites, where supporters share their thoughts, feelings, and sentiments regarding the team's performance. The purpose of this thesis is ...
  • BD Doctors AID 
    Faysal, Fahim (Daffodil International University, 2024-01-25)
    The web-based project I am working on is called “BD DOCTORS AID”. Through this website, people can easily search for the required specialties in their nearby area and get the list of doctors in that area. Through this ...
  • Exploring 3D Product Modeling and Game Asset Development through AAVA3D Internship 
    Hossain, Md. Rakib (Daffodil International University, 2024-06-01)
    During my internship at AAA3D Studios within the MCT (Multimedia and Creative Technology) department, I engaged deeply in the creation of 3D models and AAA game assets, focusing primarily on Autodesk Maya. Over the course ...
  • Improvisation 3D Prototype's Technical Issues for 3D Printer 
    Akandh, MD Alik (Daffodil International University, 2024-03-01)
    This research not only contributes to advancing 3D printing methodologies but also provides a practical manual for practitioners, presenting precious insights for navigating the complexities of 3D printing to optimize ...
  • Director & Cinematographer in Short Film on Social Media Addictive Side Effect 
    Nilom, Sakib Hossan (Daffodil International University, 2024-06-01)
    In this present age we are surrounded by social media users. The magic of social media is everywhere. It originally came as our means of entertainment or communication. But all of us may not be able to take it in a way. ...
  • A proposed deep learning approach for detecting brinjal plant diseases 
    Hasan, Md Mustakin (Daffodil International University, 2024-01-24)
    The article provides a unique deep learning strategy for automatic recognition of brinjal plant diseases, using a large dataset that contains varied events of Phytophthora Blight, Leaf Curl Disease, Withering Leaves, ...
  • A model for predicting Ethereum future price rates using machine learning 
    Azad, Shiam Bin (Daffodil International University, 2024-01-25)
    Considered by many to be the forerunner of smart contract technology, Ethereum has become a widely used blockchain platform. Beyond being a cryptocurrency, Ethereum's main purpose is to offer a decentralized platform for ...
  • A machine learning approach to smartphone addiction prediction 
    Niloy, Nahid Ahmed (Daffodil International University, 2024-01-25)
    In our tech-filled world, smartphones have become a big part of our lives, but sometimes, people find themselves using them a bit too much, causing issues for themselves and those around them. This happens because we ...
  • Hashtag CSE mobile application 
    Jibon, Shakh Istiak Hossain (Daffodil International University, 2024-01-25)
    In the dynamic realm of Computer Science and Engineering (CSE) education at DIU, I identified a common challenge faced by students a lack of readily available answers to the myriad questions that arise in our daily ...
  • Contrastive learning approaches for ophthalmic biomarker identification: unveiling insights into eye health 
    Chamok, Farjana Haque (Daffodil International University, 2024-01-25)
    The field of ophthalmic biomarker identification plays a pivotal role in understanding and monitoring eye health. In this study, I leverage the EfficientViT_m5.r224_inlk model as our foundational framework to explore ...

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