Faculty of Science and Information Technology: Recent submissions

  • Breast Tumor detection using deep learning 
    Atikuzzaman, Md. (Daffodil International University, 2024-01-25)
    Finding tumor areas on breast ultrasonography pictures has long been a fascinating subject. The complex architecture of breast and the presence of noise in ultrasound images sometimes make it impossible for traditional ...
  • Bengali news clustering using k-means clustering based on LSA 
    Zilani, Rashedul Alam (Daffodil International University, 2024-01-25)
    Effective information retrieval and organization have become increasingly important, especially in contexts involving diverse cultural backgrounds, as the continued growth of digital content has demonstrated. The subject ...
  • Skin disease classification using deep learning 
    Remel, Mahinoor Islam (Daffodil International University, 2024-01-24)
    This study presents an in-depth study of the development of Skin Disease Classification using Deep Learning. The dataset was carefully selected to ensure that it was representative of the skin Disease of various kinds: ...
  • Plant leaf disease detection using deep learning algorithms 
    Labib, Raunak Muhtasim (Daffodil International University, 2024-01-25)
    In the agricultural landscape of Bangladesh, where farming plays a crucial role in the country's economy, the well-being of plants is vital for ensuring food security. The process of photosynthesis, occurring in the ...
  • An advanced deep learning approach for predicting liver cirrhosis 
    Sohag, Sohanur Rahman (Daffodil International University, 2024-01-26)
    This study provides an advanced deep learning method for predicting liver cirrhosis using a Kaggle dataset of 615 entries with a target attribute "Liver Cirrhosis Status" that classifies answers as 'Yes' (75 cases) or ...
  • Automated trash detection system using image processing 
    Yeakub, Md (Daffodil International University, 2024-01-25)
    In this modern world any type of detection is an important task. The reason is that in this 20th century anything can be easily found through detection. Among the several types of identification, trash detection is one ...
  • Blockchain security assessment : a review base assessment 
    Asraful, Md. (Daffodil International University, 2024-01-25)
    Blockchain technology, distinguished by its decentralized and irreversible design, has gained rapid adoption across sectors, offering heightened security and transparency. Despite its promises, the rising usage of ...
  • Thesis on Lung and Colon Cancer prediction and detection using deep learning 
    Dibosh, Arnob Ghosh (Daffodil International University, 2024-01-25)
    Classification of medical images is essential to the diagnosis of many diseases. This paper presents a thorough analysis of multimodal deep learning fusion methods for problems involving the classification of medical ...
  • Dengue fever anticipation: insights from advanced ml and deep learning models 
    Siam, A. K. M Fazlul Kobir (Daffodil International University, 2024-01-25)
    Recently, there has been a significant increase in the prevalence of physical illnesses, including dengue disease, drawing considerable attention due to its impact on a large population. The severity of the illness can ...
  • Development of a website named Sports Camp 
    Hasan, Md. Nahid; Fahem, Faysal Hossain (Daffodil International University, 2024-01-25)
    Sports camp based web application could be a comprehensive and user-friendly online platform outlined to streamline and upgrade the method of planning and overseeing sport arrangements. The framework points to progress ...
  • Implementation of Bloom's Taxonomy for Academic Evaluation 
    Himel, Fahim Hasan (Daffodil International University, 2024-01-25)
    Aim of this project is to implement Bloom’s Taxonomy model on academic evaluation system. Academic evaluation measures the performance of students. It is actually the outcome of a student’s learning. It’s a traditional ...
  • Virtual Visiting Card 
    Rahaman, Israth (Daffodil International University, 2024-01-25)
    This web-based project “Virtual visiting card” describes about the creation of an inventive way to transform the conventional exchange of contact or personal details into a virtual visiting card. In order to promote ...
  • Web-Based system for Private University Admission 
    Hadi, Saif Abdullah (Daffodil International University, 2024-01-25)
    In today's Bangladesh, everyone likes to Take Higher education in Various Subjects. We start workingwith those who have completed their HSC Exam and are Building careers. As we have seen, a university admission candidate ...
  • Leveraging Algorithms for depression detection in natural language processing 
    Hasan, Nazmul (Daffodil International University, 2024-01-25)
    This research presents a comprehensive exploration of depression identification methodologies, employing a diverse array of classification algorithms, including Logistic Regression, Random Forest, Gradient Boosting, ...
  • Football player position prediction using ML 
    Miah, Md. Hasan (Daffodil International University, 2024-01-25)
    Precisely anticipating a player's position is critical to the success of team tactics and talent scouting in football, as every position requires a unique set of talents. This thesis uses an extensive dataset of 100,995 ...
  • Deep learning-based real-time traffic rule violation detection system: 
    Paramanya, Sourave (Daffodil International University, 2024-01-24)
    Traffic rule violations are a significant issue in cities, causing bottlenecks and accidents due to slow-moving vehicles, rickshaws, and illegal vehicles. These infractions impede traffic flow and increase the risk of ...
  • Brain hemorrhage recognition using deep learning approach 
    Sakib Shahariar Shimanto (Daffodil International University, 2024-01-22)
    This study addresses the use of deep learning techniques, including Inception, ResNet, Xception, AlexNet, and MobileNet, for the identification of brain hemorrhages in medical imaging. Motivated by the crucial need for ...
  • Old bike selling website 
    Trisha, Sumaiya Pias (Daffodil International University, 2024-01-24)
    Old Bike-Selling Website” is a dedicated online platform designed for enthusiasts, collectors, and riders passionate about classic motorbikes. Our web application provides a user-friendly and secure marketplace for buying ...
  • Enhancing random forest model for cancer detection: a multi-objective hyper parameter tuning strategy 
    Islam, Md Saykot (Daffodil International University, 2024-01-22)
    Early and accurate cancer detection is crucial for improving patient outcomes from this lethal disease, but traditional methods often lack sensitivity or specificity. Machine learning algorithms, particularly Random ...
  • Exploration on use of time series analysis and machine learning to predict the population of countries and global trend 
    Tanmoy, F. M. (Daffodil International University, 2024-01-22)
    This study focuses on the crucial task of forecasting population growth, a fundamental aspect of planning for a nation's future development. Utilizing advanced machine learning techniques, we aim to predict future ...

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