Thesis: Recent submissions

  • Hybrid Deep Learning Model for Bispectral Index Estimation using EEG Signal 
    Ibrahim, Md. Shoaib Shahriar; Chowdhury, Majidul Islam; Rahman, Md. Ashikur (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2024-07-04)
    Electroencephalography (EEG) plays a crucial role as a neurophysiological tool in anesthesia, offering invaluable insights into brain activity and responses during surgical procedures. Key to this role is the Bispectral ...
  • Exploratory Analysis of Developer Sentiment On Open Source Projects 
    Siam, Md. Kawsar Ahamed; Rahman, Mahmudur; Hassan, Moudud (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2024-09-17)
    Issue-tracking platforms such as Jira and Bugzilla have become essential in large- scale software development. Prominent organizations in the Open Source Software (OSS) landscape, such as Apache and Mozilla, make heavy ...
  • Scalable Blockchain System for Industrial Internet of Things 
    Faisal, Fahim; Rahman, Mishal Al (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2024-01-01)
    Blockchain being a trustless medium makes the flow of data much easier and more secure. Blockchain can be used in various sectors like health, finance, agriculture, supply chain, etc. Recently the integration of blockchain ...
  • Analysis on LLMs Performance for Code Summarization 
    Ahsan, Salman; Mazumder, Md. Muktadir; Akib, Md. Ahnaf (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2024-07-08)
    The goal of code summarizing is to produce concise source code descriptions in natural language. Deep learning has been used more and more recently in software engineering, particularly for tasks like code creation and ...
  • Development of A Code Search Engine Using Natural Language Processing Technique 
    Khan, Mohammad Abdullah Matin (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-12-30)
    The advent of large-scale pre-trained language models has revolutionized the field of natural language processing, enabling significant advancements in various applications, including code retrieval systems. This report ...
  • Machine learning based computa tional offloading in the Fog Cloud Internet of Things ecosystems 
    Alli, Adam A. (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Internet of Things (IoT) is the new prototype that is shaping Information and Communication Technologies (ICT) in a new direction. The rate of adaptability, ingenuity, and expansion is promising to bring connectivity to ...
  • A peer to peer blockchain based approach for blood donation community 
    Kamal, Minhaz; Abdullah, Chowdhury Mohammad; Shaiara, Fairuz (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • PPoS: An Optimized Consensus Protocol for IoT Devices 
    Anan, Tasnim Ferdous; Mahi, Abdullah Ibne Masud; Arnob, Tausif Khan (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • Medical Image Synthesis using Generative Adversarial Network 
    Risha, Antara; Islam, Shaira Saiyara; Tahsin, Anika (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • Real time Gaze Tracking in Remote Proctoring: A Study of Appearance-based Gaze Estimation 
    Onim, Nafiul; Shahid, Mirza Sadaf; Quayes, Muhammad Rafsan (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Our thesis aims to address the critical issue of academic dishonesty in online examinations by proposing a proctoring system that integrates eye gaze tracking technology for the detection of suspicious behavior. The study ...
  • A Diverse and Explainable Multi-hop QA Dataset for Bengali Language 
    Intiser, Md. Aseer; Islam, Mohammad Munimul; Salehin, Md. Reyanus (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Bengali is a resource-scare language with a scarcity of quality data sets both in single and multi-hp question answering. In an approach to fill that gap, we want to take a little step by generating a reading comprehension ...
  • Evaluation of User Experience of Bangladesh E-government Services: A Student’s Perspective 
    Imtiaz, Nafiz; Rahman, Ibtid; Robe, Md. Adnan Rahman (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    With the government striving to make the country digitally driven, the Bangladesh Na tional Digital Architecture (BNDA) framework was made to ensure improved and more user-friendly services. The e-services of the Bangladesh ...
  • Joint Position-based Anomaly Detection using Graph Convolution Network 
    Haque, Md. Wasiul; Siddique, Mohammed Afzal; Saju, Md. Hasan (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • Attack and Anomaly Detection in IoT Devices using Federated Learning 
    Adib, Mosabbir Sadman; Raf, Moshiur; Pranto, MD Jabear Hossain (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-04-30)
    There has been a lot of focus from governments, universities, and businesses in recent years on the intersection of cybersecurity and machine learning (ML) for the Internet of Things (IoT). The Internet of Things (IoT) ...
  • An Ensemble Method for Cancer Classification and Identification of Cancer-Specific Genes from Genomic Data 
    Rizwan, Siana; Tabassum, Farzana; Islam, Sabrina (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Classifying cancer using gene expression can be an important tool for under standing the specific characteristics of a patient’s cancer and for guiding the most appropriate treatment approach. By identifying the specific ...
  • Exploring The Effect of Code Coverage And Maintainability for Identifying Software Testability 
    Abrar, Md. Fahim; Alam, Muntasir Bin (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The ability of code to reveal its flaws, especially during automated testing, is known as software testability. The program being tested must be able to with stand testing. The coverage of the test data provided by a ...
  • Capturing Spectral and Long-term Contextual Information for Speech Emotion Recognition Using Deep Learning Techniques 
    Haque, Md. Maksudul; Islam, Samiul; Sadat, Abu Jobayer Md. (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Traditional approaches in speech emotion recognition, such as LSTM, CNN, RNN, SVM, and MLP, have limitations such as difficulty capturing long-term dependen cies in sequential data, capturing the temporal dynamics, and ...
  • Human Facial Emotion Recognition Using Multi-head Cross Attention Network and Attention Consistency 
    Rahman, Md. Shakib Ur; Rafin, Dilir Daiyan; Hasan, Kazi Sajid (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    In this report we discuss some methodologies related to facial expression recog nition(FER). Facial expressions can be recognized with the help of collective representation of multiple facial regions and proper decoding ...
  • Seamless Service Migration in Cloud Edge Networks with QUIC 
    Amio, Zibran Zarif; Choudhury, Fida Waseque; Mohaimen, Mohammed (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Cloud computing is hoped to replace traditional computing paradigms in the near future, as the Internet becomes a more integral part of our lives, more and more computing resources are being hosted in the cloud. One of ...
  • Answer-agnostic Bangla Question-answer Pair Generation Using Transformer-based Approaches 
    Altaf, Md Sajid; Ekram, Syed Mohammed Sartaj; Rahman, Adham Arik (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    High-resource languages, such as English, have access to a plethora of datasets with various question-answer types resembling real-world reading comprehension. However, there is a severe lack of diverse and comprehensive ...

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