Theses: Recent submissions

  • Machine Learning and Deep Learning Approaches to Predict Early Stage of Diabetes 
    Baidya, Sonnet (Daffodil International University, 2024-01-29)
    This study offers a thorough methodology that makes use of a variety of deep learning and machine learning algorithms to predict early stage of diabetes. Recurrent neural networks (RNN), Feedforward Neural Networks (FNN), ...
  • Local Pothole detection using deep learning techniques 
    Tanvir., Md. Rakib (Daffodil International University, 2024-01-29)
    Potholes are surface irregularities on roads that are deeper than 20 mm and extend more than 75 mm horizontally. They can be caused by a number of circumstances, including poor construction, water buildup during the rainy ...
  • Utilizing Novel Convolutional Neural Networks for The Detection of Brain Tumors in MRI Images 
    Ahmed, Md. Tanvir (Daffodil International University, 2024-02-04)
    Embarking on a critical exploration of brain tumor detection, our research delves into the intricacies of this field, acknowledging the vital need for precise diagnostics. Employing custom Convolutional Neural Network ...
  • A Comparative Study Of Lung Cancer Detection Using Deep Transfer Learning With Keras Tuner 
    Datta, Sajeeb (Daffodil International University, 2024-02-04)
    Lung cancer is a type of cancer that begins in the cells of the lungs. It is one of the most common forms of cancer worldwide and is a leading cause of cancer-related deaths. Lung cancer usually develops in the cells ...
  • Predictive Precision: An In-Depth Examination Of Machine Learning Approaches For Heart Attack Prognosis 
    Raj, Md Rakibul Islam (Daffodil International University, 2024-01-29)
    Currently several diseases have become epidemic in Bangladesh, one of them is heart attack. Anyone can suffer a heart attack at any age. Generally, older people and men are more prone to it. However, women are also at ...
  • House Capital Prediction Using Machine Learning in Python 
    Bone, Golam Ahmed (Daffodil International University, 2024-01-29)
    In this work, I explore the use of a machine-learning system to forecast whether the Home will be our asset or Liability after buying it. While there are certainly many factors to consider while buying a home, the house ...
  • Machine Learning Approach to Predict Tomato Leaf Disease 
    Akter, Shumaya (Daffodil International University, 2023-09-02)
    The machine learning approach used in this thesis uses a large dataset of leaf photos and associated disease labels to predict tomato leaf diseases. A large number of tomato leaf photos, comprising both healthy and diseased ...
  • Ban Implementation of Smfa: Privacy Preserving Multi-Factor Authentication Model Based on USB, Cryptography and Image Steganography 
    Sarower, Afjal H. (Daffodil International University, 23-04-01)
    Ab initio, Password-based authentication systems have been the conventional way to authenticate a user. However, these systems are susceptible to many security threats and vulnerabilities. This impelled the use of Multi-Factor ...
  • Role of ICT in Emergency Natural Disaster Management & Early Warning Systems of Bangladesh 
    Swe, U King (Daffodil International University, 23-03-01)
    Natural disaster is a seasonal norm in Bangladesh. An abundance of rivers and other geological factors have paved the way for a series of natural calamities including flash floods, floods, cyclones, earthquakes, soil ...
  • Vehicle Detection and Classification Using a Deep Learning Approach 
    Sarwar, Saraf Binte; Deep Learning (Daffodil International University, 23-03-01)
    This research proposes a mechanism to detect and classification if a vehicle will be a car or not car that is the mean of vehicle or non-vehicle. The focus of this research vehicle detection and help for traffic violations. ...
  • Facial Emotion Recognition With Sentiment Analysis From Real-Time Image: A Deep Learning Approach 
    Tanha, Azlina (Daffodil International University, 23-03-01)
    Deep learning and machine learning have become more important in current technologies. AI-based computer technology is used for facial detection, identification, and the detection of facial emotions. "Deep Learning" is a ...
  • Paddy Leaf Disease Detection Using Machine Learning Technique 
    Konik, Mustafizur Rahman; Swapnil, Azaz Ahmad (Daffodil International University, 23-02-18)
    One of the most important key resources to prevent global warming on the planet is plants. But the plants are suffering from various diseases. In recent time, research has been begun for acknowledgement of plant disease. ...
  • Higher Education Student's Performance Evaluation Using Machine Learning Techniques 
    Efty, MD.Kamrul Hasan (Daffodil International University, 23-03-01)
    Failure and success in the classroom have real-world implications for achieving economic success in the knowledge-based economy. Using early detection markers (such as age, reading frequency, and CGPA), this research aims ...
  • E-Banking Acceptance Study of Somalia Customers 
    Isse, Mohamed Said (Daffodil International University, 23-03-01)
    The thesis is “Factors that affect intention to use electronic banking as a method of payment in Somalia”. E-banking have become famous for changes in online trading and money transfer systems. Studies related to investigating ...
  • Tech Farm BD 
    Hasan, Md. Zahid (Daffodil International University, 23-02-18)
    It is a web-based project that I have created. For all those folks who are really busy with Their own lives, I have already established this project. It will always support them. I have incorporated all electronic devices ...
  • Fruit Classification Using Image Processing 
    Boby, Farjana Abedin; Meem, Tanzila Rahman (Daffodil International University, 23-02-18)
    Detection of rotten culmination has become big within the agro-industry. In general, the category of sparkling and rotten fruit isn't always powerful for fruit growers and sporting people. People get worn out after doing ...
  • A Machine Learning-Based Technique for Predicting Heart Disease 
    Nahin, Mahmudur Rahman; Shawon, Sadikuzzaman (Daffodil International University, 23-02-12)
    Physical diseases including heart disease have been on the rise recently. The subject is well-known in the modern world. The majority of individuals have an issue with heart disease. The discrepancies between the normal ...
  • Grape Leaf Diseases Detection Using Deep Learning 
    Jawat, Alif; Rahi, MD. Forhad Hossain (Daffodil International University, 23-02-18)
    Even though a lot of research has been done in this area, classifying grape leaf diseases remains a very difficult task in the agricultural industry. This task is made more challenging by the spread of leaf diseases and ...
  • Bangla News Classification and Text Summarization Based on Multi-Type Text 
    Asaduzzaman, MD.; Rasel, MD.; Saddi, Nazam Been (Daffodil International University, 23-02-18)
    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 ...
  • Bangla News Article Categorization Using Machine Learning 
    Haque, MD Al Shahriar; Shawda, Umme (Daffodil International University, 23-02-12)
    Bangla language got familiar many years ago in the world and Many online Bangla news portals are growing day by day. We can get news within a few seconds with their help of them. Some media are telecasting news by live ...

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