• Improved Explainable Educational Data Mining System for Enhancing Programming Skills 

  Mohamud, Mohamed Abdulle (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-18)

  Forecasting student academic performance benefits from the extremely effective method known as educational data mining (EDM), which also helps to find important links within educational data. Evaluating and improving ...
• Analysis of Reusability of Used Clothes Using Machine Learning Algorithms 

  Rubel, Md. Salauddin (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-28)

  With $45 billion in apparel exports in 2022, Bangladesh is the second-ranked country in the world for apparel exports also the second largest producer of textile waste. The Bangladeshi apparel sector is expected to generate ...
• Forecasting and Comparison of Economic Indicators for The Universal Pension Scheme in Bangladesh 

  Hasan, Md. Warid (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-28)

  Article 15 of the Bangladeshi constitution requires the state to guarantee "the right to social security." From birth to death, the Universal Pension Scheme aims to provide social security for all of its citizens and ensure ...
• Deepretina: Deep Learning Approach To Detect Retinal Abnormality In Computer Vision 

  Nasrin, Sonia (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-30)

  Currently, almost 1.2 million people in our country are blind, while around 3.51 lakh people have low vision. The pattern of eye abnormalities is changing along with an increasing rate of dry eye, cornea-related problems ...
• A Study to Analyze The Reviews of E-commerce Business in Bangladesh Using Machine Learning Techniques 

  Naim, Md. Jannat-Ul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-07)

  In the fast-changing landscape of e-commerce, establishing trust has become essential for sustainable development, particularly in regions like Bangladesh where customer confidence is poor. This study analyzes customer ...
• Customer Satisfaction Sentiment Analysis For Online Transactions In Bangladesh. 

  Pias, Md. Almahmud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  Online transactions are becoming increasingly popular in Bangladesh, starting from shopping, we transact online. Online payment plays a very important role in paying any shopping bill. To find any possible problems and ...
• Factors Influencing the Adoption of Smartwatches: A PLS- SEM Analysis using SmartPLS. 

  Fama, Fatema Faruque (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  This study explores how people incorporate smartwatches into their daily lives. I used Partial Least Squares Structural Equation Modeling (PLS-SEM) as the statistical approach, utilizing the SmartPLS tool to analyze the ...
• Impact of Artificial Intelligence on Tertiary Level Education in Bangladesh: A Comparative Analysis of Positive and Negative 

  Dowlla, Md. Asaf-Ud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-11)

  This thesis explores the integration of Artificial Intelligence (AI) in tertiary-level education in Bangladesh, examining the perceptions, usage, and impact of AI among students from various universities. A survey conducted ...
• A Study To Analyze The Reviews Of E-Commerce Business In Bangladesh Using Machine Learning Techniques. 

  Naim, Md. Jannat-Ul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  In the fast-changing landscape of e-commerce, establishing trust has become essential for sustainable development, particularly in regions like Bangladesh where customer confidence is poor. This study analyzes customer ...
• Rice Leaf Disease Detection Using Machine Learning Technique 

  Hasan, Md Mehedi (Daffodil International University, 2024-07-13)

  This study explores the application of deep learning models for the detection of rice leaf diseases, a critical issue impacting global rice production and food security. The research focuses on five advanced deep learning ...
• Diabetics Prediction System Using Machine Learning Algorithms “A Case Study Among Female Patient 

  Hossain, Arman (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-01-29)

  Millions of individuals worldwide suffer with diabetes mellitus, a chronic metabolic ailment, and early diagnosis is essential to controlling the condition and avoiding complications. The development of precise prediction ...
• Postpartum Depression Detection and Its Features Analysis By Machine Learning Approach 

  Khanom, Khadiza (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-02-11)

  Postpartum depression (PPD) poses a significant health concern affecting mothers globally, yet early detection remains a challenge. This research explores a pioneering approach to PPD detection and feature analysis using ...
• Customer Churn Prediction For Telecommunication Industry 

  Afroz, Naznin (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  Customer churn prediction for telecommunication industry Thesis I used 2 models from dataset KAHHLE to do the work. .K- nearest neighbor algorithm, Decision tree Algorithm Two Datasets are working well but I think K Neighbors ...
• Postpartum Depression Detection And Its Features Analysis By Machine Learning Approach 

  Khanom, Khadiza (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  Postpartum depression (PPD) poses a significant health concern affecting mothers globally, yet early detection remains a challenge. This research explores a pioneering approach to PPD detection and feature analysis using ...
• Stress Classification From Wearable Multimodal Physiological Signals: Deep Learning Approach 

  Halder, Aninda (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  Stress is a common problem with serious consequences for health and well-being, especially among healthcare workers such as nurses. Chronic stress in this population can lead to burnout, affecting both their personal ...
• Customer Satisfaction Sentiment Analysis For Online Transactions In Bangladesh Using Machine Learning 

  Pias, Md. Almahmud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-10)

  Online transactions are becoming increasingly popular in Bangladesh, starting from shopping, we transact online. Online payment plays a very important role in paying any shopping bill. To find any possible problems and ...
• Factors Influencing the Adoption of Smartwatches: A PLS-SEM Analysis using SmartPLS. 

  Fama, Fatema Faruque (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)

  This study explores how people incorporate smartwatches into their daily lives. I used Partial Least Squares Structural Equation Modeling (PLS-SEM) as the statistical approach, utilizing the SmartPLS tool to analyze the ...
• Impact of Artificial Intelligence on Tertiary Level Education in Bangladesh: A Comparative Analysis of Positive and Negative Effects 

  Dowlla, Md. Asaf-Ud (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)

  This thesis explores the integration of Artificial Intelligence (AI) in tertiary-level education in Bangladesh, examining the perceptions, usage, and impact of AI among students from various universities. A survey conducted ...
• Detection Of Depression And Anxiety Symptoms In University Students Using Machine Learning 

  Akter, Tahmina (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)

  This report explores the application of machine learning techniques for the detection of depression and anxiety symptoms among university students. The prevalence of mental health issues in this demographic poses significant ...
• An Optimized Business Approach Utilizing Social Media For Digital Marketing 

  Jonayed, Mohammad (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)

  Utilizing social media for digital marketing is crucial for companies seeking to strengthen their competitive edge by engaging with diverse audiences. With billions of active users on various platforms, social media offers ...

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