Academic Repository at CoU: Recent submissions

  • An Unified Quantum Classical Model For Noisy Label Medical Image Binary Classification. 
    Bhuiyan, Taki Jakera; Fahim , Jahid Karim (Comilla University, 2025-02-01)
    The presence of noisy labels in medical imaging datasets can severely impact diagnostic accuracy, leading to incorrect predictions and reduced reliability. This challenge necessitates the development of robust classification ...
  • AI Chatbot For Solving Mathematical Problems Using Large Language Models and Retrieval-Augmented Generation (Rag) With Custom Dataset Integration 
    Ahmed, Junaid; Mahin, Md. Mohiuddin Khan (Comilla University, 2025-02-01)
    Mathematical problem-solving is a fundamental skill in education, and recent advancements in artificial intelligence (AI) offer innovative ways to automate this process. This paper presents an AI-powered chatbot developed ...
  • Academic Assistant : 
    Parves, K. M. Tousif Bin; Islam, Saqiul (Comilla University, 2025-02-01)
    The Academic Assistant is an AI-powered robot designed to enhance educational and research experiences. It leverages a fine-tuned DeepSeek 1.5B language model with Retrieval-Augmented Generation (RAG) to provide accurate, ...
  • A Time-Nonlocal Optimization Approach for Image classification 
    Das, Hridoy Chandra; Hafsa, Akter (Comilla University, 2025-02-01)
    Image classification remains a fundamental problem in artificial intelligence, with applications spanning medical diagnostics, autonomous systems, and security surveillance. Traditional deep learning models, such as ...
  • A Deep Learning Model for Classifying Bangladeshi Food and Estimating Calories 
    Nayeem, Md Najmul Islam (Comilla University, 2025-02-01)
    Accurate food calorie estimation is essential for managing dietary intake, particularly for individuals with diabetes. This project presents an end-to-end system for food classification, weight estimation, and calorie ...
  • Hateful Text Detection Using Comparative Analysis of Machine Learning Algorithm 
    Shanto, Tanvir Hossen (Comilla University, 2025-02-01)
    Social media platforms' explosive expansion has increased online interactions and made it easier to share information and communicate with others. But this accessibility has also made cruel and abusive speech easier to ...
  • GUAVA DISEASE DETECTION USING CNN AND DEEP LEARNING ALGORITHM 
    Ahamed, Farhad (Comilla University, 2025-02-01)
    Diseases impact a larger proportion of crops, which makes agricultural output difficult. Early illness detection and prediction can lead to increased production. The fruit guava is cultivated in tropical and subtropical ...
  • Fine-Tuning Large Language Models to generate websites in specific tech stack 
    Md Najmul Islam Nayeem (Comilla University, 2025-02-01)
    The rapid advancement of pre-trained Large Language Models (LLMs) has unlocked significant potential in automating domain-specific tasks. Despite their widespread adoption, fine-tuning LLMs for specialized applications ...
  • Fashion Trend Analysis & Recommendation System 
    Afrin, Sadia (Comilla University, 2025-02-01)
    In order to ease the issue of information overload, which has become a potential concern for many Internet users, it is necessary to filter, prioritize, and efficiently distribute pertinent information on the Internet, ...
  • Fashion Trend Analysis & Recommendation System 
    Hasan, Md. Rashedul (Comilla University, 2025-02-01)
    In order to ease the issue of information overload, which has become a potential concern for many Internet users, it is necessary to filter, prioritize, and efficiently distribute pertinent information on the Internet, ...
  • Enhancing Cybersecurity with Biometric Systems and Blockchain Integration 
    Akter, Salma (Comilla University, 2025-02-02)
    Strong and safe identity management systems are essential in the age of digital transformation to combat growing cybersecurity risks including impersonation, identity theft, and illegal data breaches. Due to their reliance ...
  • ENHANCED NETWORK SECURITY SYSTEM USING FIRWALLS 
    Sadik, Abdulla Al (Comilla University, 2025-02-01)
    The Internet and computer networks are exposed to an adding number of security risks. With new types of attacks appearing continually, developing flexible and adaptive security acquainted approaches is a severe challenge. ...
  • E-commerce and its Benefits 
    Hossainv, MD Mozammel (Comilla University, 2025-02-01)
  • Development of a Healthcare Chatbot System 
    Rahman, Md. Tareq (Comilla University, 2025-02-01)
    In order to live a better life, healthcare is crucial. Technology has never played a more importan role in healthcare as patients and medical professionals negotiate the public health crises. Users are typically not ...
  • Comparative Analysis of Fruits Disease Detection using Different types of CNN Architecture 
    Islam, Md. Tohidul; Alam, Kursed (Comilla University, 2025-02-01)
    Fruit diseases faces significant challenges to agricultural productivity, leading to substantial economic losses globally. Early and accurate detection of these diseases is crucial for effective management and prevention. ...
  • Classifying Spam Email Using Machine Learning 
    Sana, Priyosree (Comilla University, 2025-02-01)
    Email is a widely used method of transferring data and information via digital devices. Email is widely used for data communication between servers by millions of users worldwide. Unwanted emails, or spam, have become a ...
  • A Comparative Analysis of Identifying Multi Class Toxic Comment Classification Utilizing Deep Learning and Machine Learning Technologies 
    Sarker, Sajib (Comilla University, 2025-01-01)
    Despite extensive efforts to prevent and manage malicious human behavior, there are still many compelling issues in cyber platforms. When such individuals live in a world where technology is rapidly developing and where ...
  • 5G Technology and Future in Bangladesh 
    Hasan, Md. Faysal (Comilla University, 2025-02-01)
  • ICT and its Economic Growth in SAARC Countries Impact on 
    Majumder, Shapan Chandra; Miah, Md. Mamun (Comilla University, 2020-12-01)
    The aim of this study is to investigate the impact of ICT on economic growth In SAARC countries. It used ARDK technique to analyze the data which range from 2001 to 2018.The result extracted from the ARDL model shows that ...
  • Exploring Cultural Belife and Practices Assciated with Maternal Health Care : 
    Chodhury, N.M. Rabiul Awal; Haque, Mohammad Ainul; Nasrin, Shamema (Comilla University, 2020-12-01)
    Maternal health issues have always been a key concern of any health care system. Though historically healthcare system of Bangladesh are mostly focused on mother and child health, but still this concern require more attention ...

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