DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING: Recent submissions

Now showing items 141-160 of 4375

Compact Convolutional Transformer For Classification Of Retinal Diseases From Optical Coherence Tomography Images

Meraj, Jarin Tias (Daffodil International University, 2025-01-10)

In this study, we focus on how to use advanced deep learning models to identify retinal disorders from OCT images automatically. To increase the accuracy and speed of clinical diagnostics, the study introduces the Compact ...
Revolutionizing Boiler Maintenance: Image Processing Techniques for Boiler Scale Detection

Polash, Md Shohidul Islam (Daffodil International University, 2025-01-11)

Scale formation is a problem that affects the performance of industrial process systems, reducing thermal efficiency, consuming extra energy, and causing equipment breakdown. But so far, although identification and ...
Financial Inclusion in Rural Bangladesh: The Impact of Mobile Financial Services on the Underbanked Population

Rahman, Md Saifur (Daffodil International University, 2025-01-11)

The growth of Mobile Financial Services (MFS) is becoming more popular now as a tool for increasing access to financial services in the developing countries including Bangladesh. This paper evaluates the roles of MFS in ...
Lung And Colon Cancer Classification Using Medical Imaging: With Best Image Pre-Processing Techniques Employing Transfer Learning Approach

Mondol, Chaity (Daffodil International University, 2025-01-11)

Early detection and treatment of lung and colon cancer can reduce death rates globally. The most popular, effective, and successful imaging method for detecting lung and colon cancer at the moment is transfer learning. The ...
An ANN based approach for predicting price hiking of milking by-productsResearch Approach

Akter, Farjana (Daffodil International University, 2025-01-11)

In Bangladesh's agricultural sector, dairy farming is vital since it greatly improves rural livelihoods, employment, and nutrition. The demand for dairy products including milk, butter, cheese, and yogurt has been rising ...
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 ...

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