M.SC. in CSE: Recent submissions

  • Malware Detection With Deep Learning 
    Hossain, Md. Jubayar (Daffodil International University, 2025-01-11)
    Multiple sophisticated malware attacks in the cyber world now present substantial danger to individual users as well as business operations and vital infrastructure systems. Due to quick-moving threats signature-based ...
  • Sign Language Detection Using Deep Learning 
    Rahman, Oliur (Daffodil International University, 2025-01-11)
    Sign Language Detection Using with deep Learning is utilized and advance process to detect sign languages by using artificial intelligence (Ai) method like CNN and RNN to recognize hand or arm gesture/posture from image, ...
  • Alzheimer’s Disease Detection From MRI Using Deep And Transfer Learning Approaches 
    Momenin, Md. Ashraful (Daffodil International University, 2025-01-11)
    Alzheimer's disease is a common neurological disorder that affects millions of people around the world. It is important to find the disease early so that it can be treated effectively and in a fast manner. Not long ago, ...
  • Career Enforcement among Student Using Machine Learning Language 
    Rakshit, Indrani (Daffodil International University, 2025-01-11)
    The transformation of our world demands students and professionals to make essential choices about their future careers. The Career Enforcement Prediction using Machine Learning project evaluates machine learning methods ...
  • A Comparative Study Of Manual And Automated Software Testing 
    Tonni, Sultana (Daffodil International University, 2025-05-23)
    Software testing is a critical phase in software development, ensuring the quality, reliability, and security of software systems. As software complexity increases, selecting an efficient testing approach becomes essential. ...
  • Prediction Of Cardiovascular Diseases Using Machine Learning 
    Hossain, Md. Osman (Daffodil International University, 2025-01-11)
    A condition of the heart or blood vessels is called cardiovascular disease (CVD). Globally, cardiovascular diseases (CVDs) constitute the primary cause of mortality. Coronary heart disease is among the most frequent ...
  • Jute Leaf Disease Classification with Deep Learning: A Hyperparameter Tuning Approach 
    Hossain, Md. Osman (Daffodil International University, 2025-01-11)
    A condition of the heart or blood vessels is called cardiovascular disease (CVD). Globally, cardiovascular diseases (CVDs) constitute the primary cause of mortality. Coronary heart disease is among the most frequent ...
  • Multifactorial Risk Analysis of Breast Cancer Among Bangladeshi Women from Socio-Cultural Lifestyle 
    Karmaker, Pushpita (Daffodil International University, 2025-01-11)
    Breast cancer is a leading cause of morbidity and mortality among women worldwide. This study investigates the multifactorial risks associated with breast cancer in Bangladeshi women, emphasizing socio-cultural, lifestyle, ...
  • Design and Implementation of a Smart Local Service Marketplace System 
    Alam, Md. Shahin (Daffodil International University, 2025-01-11)
    The primary objective of the Design and Implementation of a Smart Local Service Marketplace System project is to simplify the process of connecting local service providers with customers, ensuring a seamless experience in ...
  • Utilizing machine learning techniques to enhance the accuracy of weather prediction in Bangladesh 
    Tonmoy, Toufiqur Rahman (Daffodil International University, 2025-01-11)
    Weather forecasting plays a crucial role in sectors like agriculture, transport, disaster management, and energy. While traditional methods are effective, they often fall short in accuracy due to the complexity of weather ...
  • Machine Learning Modeling For Students’ Self- Esteem Level Detection 
    Mim, Md. Mehedi Hassan (Daffodil International University, 2025-01-11)
    In this report, we aimed at using machine learning approaches to identify whether students’ self-esteem was low, normal, or high. Early identification of self-esteem was a strategic intervention in our model because of its ...
  • The Influence of Personalized Marketing on Consumer Purchasing Decisions within E-commerce Platforms 
    Islam, Ashraful (Daffodil International University, 2025-01-11)
    The primary objective of this project, “The Influence of Personalized Marketing on Consumer Purchasing Decisions within E-commerce Platforms,” is to explore how personalized marketing strategies affect consumer behavior ...
  • A Comparative Study of Machine Learning Algorithms for Speaker Identification Using MFCC and Pitch 
    Tonmoy, MD. Asrafi Rahoman (Daffodil International University, 2025-05-11)
    The primary objective of this project " A Comparative Study of Machine Learning Algorithms for Speaker Identification Using MFCC and Pitch" is to create a reliable and effective system for accurately recognizing speakers ...
  • Blockchain Based Framework For IT Skill Validation Through Annual Human Resource Appraisals 
    Hasan, Md. Rakib (Daffodil International University, 2025-02-10)
    Inefficiencies may arise from a mismatch between the workforce's experience and what companies actually require. To satisfy the industry's need for experienced IT professionals, organizations are currently facing challenges ...
  • A Deep Learning Approach to Abstractive Bangla Text Summarization 
    Sultana, Abida (Daffodil International University, 2025-06-23)
    Text summarization is automatically creating a succinct synopsis of a given text while maintaining its core content, is a critical problem in Natural Language Processing (NLP). This study concentrated on automatic Bangla ...
  • OMR Sheet Scanning And Result Processing System 
    Amin, Md. Rohul (Daffodil International University, 2025-01-10)
    The main goal of this “OMR Sheet Scanning And Result Processing System” project is to make Result Processing easy and early for the Examination authority like National University, Islamic Arabic University, Technical ...
  • Job Success Prediction: An Exploration of Machine Learning and Deep Learning in Bangladesh 
    Rahman, Hafizur (Daffodil International University, 2025-01-10)
    Unemployment is one of the critical challenges in Bangladesh, with an approximate unemployment rate of 4.20%. However, over the past year, more than 8 lakh graduates from public and private universities entered the job ...
  • Utilizing Machine learning and deep learning Forcategorizingbengalinewsheadline 
    Shovon, Md.Shaikhahemed (Daffodil International University, 2025-01-14)
    This study focuses on the application of natural language processing (NLP) in text classification, specifically for Bengali news headlines. Bengali, like many other languages, has seen increased attention in this field, ...
  • Machine Learning Approaches to Addressing Climate Change Health Impacts 
    Smriti, Shamiha Mosharof (Daffodil International University, 2025-01-11)
    With far-reaching effects, climate change is a pressing global issue. To make educated decisions and work to lessen the effects of climate change, it is essential to accurately predict future trends. Throughout human ...
  • Machine Learning Approaches to Assess the Health Impact of Air Pollution 
    Anik, Md. Rahat Mahabub (Daffodil International University, 2025-01-11)
    Air pollution is a critical global health concern, linked to a wide range of respiratory, cardiovascular, and chronic diseases. This study investigates the use of machine learning to assess the health impacts of air pollution ...

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