Faculty of Science and Information Technology: Recent submissions

  • Effective Heart Disease Prediction Using Machine Learning with Five Classifiers 
    Khan, MD. Tamim; Rafi, Raisul Islam (Daffodil International University, 23-02-18)
    Heart disease is among the most difficult diseases, and it affects a lot of individuals all over the world. Early and accurate heart illness identification is vital in the world of medicine, particularly in the field of ...
  • Efficiency Demonstration of Embedding Models and Libraries for Bengali Word Vector Representation 
    Bulbul, Aminul Islam; Das, Saurav; Tasnim, Tamanna (Daffodil International University, 23-02-12)
    Word embedding demonstrates the magic in the field of NLP Our goal is to find out the best embedding model. Finding out the best embedding model for specific tasks is difficult. Embedding demonstrates different results ...
  • Identifying Signs of Depression in Today's World Through the Application of Machine Learning Algorithms 
    Rokoni, Sakib; Islam, MD Tariqul (Daffodil International University, 23-02-12)
    Depression is a serious mental disorder that may lead individuals to endure continual fluctuations in mood, in addition to sensations of melancholy. It is possible for people to have these symptoms as a result of it. It ...
  • Bank Note Detection Using Deep Learning Techniques 
    Roy, Sojib; Satu, Kh. Munsura Akter (Daffodil International University, 23-02-18)
    This report presents a Bangladeshi Banknote detection system using a Deep Convolutional Neural Network. This project is usually designed for people who do not recognize or cannot see the Bangladeshi banknotes. Visually ...
  • Lung Disease Detection Employing LungNet-7- a Fine-Tune CNN Model 
    Arafat, Easin; Chayan, Asif Ahmed (Daffodil International University, 23-02-18)
    In current times, there has been a multifold growth in the prevalence of lung illness, which is responsible for millions of deaths yearly. It is now absolutely necessary to have a method of diagnosing lung illness that is ...
  • Breast Cancer Detection Using Machine Learning 
    Meem, Momenunnessa (Daffodil International University, 23-02-12)
    Breast tissues swell and grow out of control, generating a lump or fine layer as just cancer. This is how breast cancer arises. The second most widespread cancer in girls, after melanoma, is breast cancer. Women above Fifty ...
  • CCNA Routing and Switching 
    Sifat, MD Estahad Ali (Daffodil International University, 23-02-18)
    A range of computer networking subjects are covered in the "CISCO CERTIFIED NETWORK ASSOCIATE-CCNA (Routing & Switching)" internship. When two or more PCs are connected and ready to share and exchange information, we speak ...
  • Development of a Platform for Sharing and Investing Innovative Ideas 
    Anik, G.M. Nazmul Hasan; Ahmed, MD. Ridoy (Daffodil International University, 23-02-18)
    This identifies that during conditions of worldwide transformation, the hobbyist innovation region becomes of a few significance within side the financial structures of the dominant countries. Its development lets in to ...
  • Classification of Ethical and Unethical Social Media Activities Using Data Analytics 
    Yesmin, Farzana; Hossain, Shoaib (Daffodil International University, 23-02-18)
    In a society and era when they are prevalent, such as Instagram, Twitter, and Facebook, it could be challenging to identify the shortcomings of each program or website. In 2022, almost every person uses social media to get ...
  • Authentic Seller Recognition Using NID Verification for Online Shopping 
    Sowrov, Iftekhairul Islam (Daffodil International University, 23-02-18)
    Harassment related to online buying is currently a significant issue in our nation. Through this, certain gangs are robbing individuals daily of lakhs of takas. Because customers lack sufficient knowledge, these criminals ...
  • Heart Disease Prediction Using Machine Learning Methods 
    Rimi, Khadiza Akter; Aliza, Humaira Yasmin (Daffodil International University, 23-02-18)
    A disease is an unusual occurrence that usually impacts one or more body parts of an individual. Diseases of all kinds are becoming more common as a result of lifestyle and environment. The most prominent of any of these ...
  • Skin Disease Detection Employing Transfer Learning Approach- A fine-tune VGG-19 
    Islam, Al-Habib; Shahriyar, S.M. (Daffodil International University, 23-02-18)
    Your skin may become damaged by skin diseases and conditions. These illnesses can cause skin changes such as rashes, inflammation, itching, and other skin changes. While some skin conditions may run in families, others may ...
  • Hat-Bazar 
    Hossain, MD. Jibon (Daffodil International University, 23-02-18)
    This report is intended as a guide for teachers and engineering students when conducting research is part of course-work requirements. Discussion includes a description of a literature search, the purpose of a literature ...
  • Social Media Addiction Analysis Based on Machine Learning 
    Mim, Minjun Nahar; Tazim, Tahrima; Saha, Shama (Daffodil International University, 23-02-18)
    Social media is a necessary component of modern living. Although social media has many advantages and applications, over-usage of it has already led to immediate societal and private problems. It has become clear that ...
  • AR Property's System 
    Hossain, MD Arif; Rasel, Abu Sayed (Daffodil International University, 23-02-18)
    Life is short and time is precious in today's fast moving life. The wastage of time finding a rent or home . Also it's a waste of our body energy. This project is a web-based finding home for rent and an owner who can rent ...
  • Mental Stress Detection of University Students in Bangladesh Using Machine Learning 
    Firoz, Mehedi (Daffodil International University, 23-02-18)
    These days, there is a huge problem with mental stress, and the problem is particularly widespread among students at educational institutions of higher learning. According to the views that are prevalent now, the historical ...
  • A Robust Shallow CNN Architecture for Performing Ablation Studies on Skin Cancer Images 
    Hasan, MD. Tanvir; Alam, MD. Soriful (Daffodil International University, 23-02-18)
    Skin disease is an increasingly common form of disease that affects millions of people worldwide every year. It is caused by the uncontrolled growth of abnormal skin cells. Skin disease detection is an important area of ...
  • Bangla News Classification and Text Summarization Based on Multi-Type Text 
    Asaduzzaman, MD.; Rasel, MD.; Saddi, Nazam Been (Daffodil International University, 23-02-12)
    Text Summarization is a strategy of summarizing any passage, document or text automatically. Summarized text is nothing but the minimized form of the given text. There are many techniques available for the English text ...
  • A Web Based Application: Karucart 
    Aziz, Abdur Rob; Saha, Prince; Sajol, Shahariar (Daffodil International University, 23-02-18)
    Our country is a land of cultural heritage. We are very rich in our culture. Our clothes and folk arts are our cultures. The relation between clothes and folk arts with our country is from the ancient age. We are very ...
  • Online Education System 
    Hossain, Khondaker Easrun (Daffodil International University, 23-02-18)
    Physical education these days no longer applies to today's younger generations. Internet reading and reading grades that are popularly known as online education play a vital role in the country's education system. There ...

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