Thesis: Recent submissions

  • Efficient Ensemble-Based Approaches to Personal Health Mention Detection 
    Nower, Nuzhat; Kamal, Fida; Khan, Alvi Aveen (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-04-30)
    An important component of public health surveillance is the analysis of personal health-related posts on social media platforms, known as Personal Health Mention (PHM) Detection. PHM detection is essential to quickly ...
  • Bangla Dataset Generation for Natural Language Inference 
    Islam, Md. Shohidul; Khan, Abdun Nayeem; Nizami, Md Shaidur Rahman (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Understanding entailment and contradiction is fundamental to understanding nat ural language, and inference about entailment and contradiction is a valuable test ing ground for the development of semantic representations. ...
  • Object Detector for Waste Detection by Modifying Feature Pyramid Networks to Enhance Feature Fusion 
    Monjur, Ocean; Shams, Mohammad Galib; Mahmud, Faysal (2023-05-30)
  • Improving Zero-Shot Semantic Segmentation using Dynamic Kernels 
    Tajwar, Tauseef; Rahman, Muftiqur; Chowdhury, Taukir Azam (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Zero-shot Semantic Segmentation (ZS3) is a daunting task since it requires segmenting items into classes that were never seen during training. One popular method is to divide ZS3 into two sub-tasks: creating mask suggestions ...
  • 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)
    Internet of Things (IoT) devices are currently on the rise, with homes and businesses constantly adding and replacing old mechanisms with new, smart IoT devices. How ever, security vulnerabilities are also becoming more ...
  • Visual Robustness Analysis and Caption Ranking for Zero-shot Visual Question Answering 
    Tashdeed, Ishmam; Md. Farhan, Ishmam; Saadad, Talukdar Asir (2023-05-30)
  • Dark Triad detection and analysis from social media text 
    Morsalina; Fairoz, Fariha; Anjum, Fariha (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The increased use of social media platform usage such as Facebook has given an oppor tunity to express one’s thoughts and ideas to everyone. Social media posts can be used as a medium for determining different psychological ...
  • An Efficient Feature Extraction Method For Static Malware Analysis Using PE Header Files 
    Hossain, Onamika; Dhruba, Sadia Tasnim; Jalal, Fabiha (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Detecting malware is crucial for safeguarding various devices, ranging from per sonal computers to large-scale systems,because computer systems continue to face serious security concerns from an increasing number of malware ...
  • Misogyny Detection in Social Media for Under-Resourced Bangla Language 
    Kader, Md. Wasif; Jamil, Chowdhury Farhan; Abir, Md. Tanvir Hasan (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    This study presents a new strategy based on Natural Language Processing (NLP) techniques for detecting and mitigating misogyny on social media. In this study a dataset was constructed of 3.8 million instances of hate ...
  • Blood Cancer Prediction using Leukemia Microarray Gene Data and Deep Learning 
    Hossain, MD Mehdad; Siddiquee, MD Abul Kalam; Hossain, Muhammad Yeasin (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-30)
    The diagnosis of blood cancer with the use of any leukemia microarray gene se quence data and a machine learning approach is one of the most important fields of medical research. More advancements are needed to obtain the ...
  • Sentiment Analysis on Bengali News Comments Using Transformer Based Deep Learning Model 
    Anik, Shahriar Hasan; Zamal, Jawad Ibne; Shikder, Md. Wahid (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-10)
  • Ultrasound Images Resolution Enhancement using Generative Adversarial Network 
    Jarif, Afeef Ahmed; Md Intiser Ali, Chowdhury; Chowdhury, Muhammad Jawad (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    This thesis focuses on enhancing ultrasound scan resolution and image quality, particularly for the detection of breast cancer. During pregnancy, diagnostic ultrasound is frequently used to examine internal organs ...
  • A Machine Learning approach to Data Augmentation with Semantic Similarity on a Low-Resource Language 
    Islam, Shah Jawad; Chowdhury, Mohammad Abrar; Alam, Taufiqul (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The augmentation of data in low-resource languages gained significant importance re cently, primarily because of scarcity of datasets or the presence of highly unbalanced datasets. In the case of the Bengali language, the ...
  • 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 ...
  • Variational Mathematical Reasoning: Enhancing Math Word Problem Solvers with Linguistic Variants and Disentangled Attention 
    Raiyan, Syed Rifat; Faiyaz, Md. Nafis; Kabir, Shah Md. Jawad (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The art of mathematical reasoning stands as one of the most fundamental pillars of intellectual and scientific advancement, being a central catalyst in the cultivation of human ingenuity. Researchers have recently published ...
  • IoT Devices Authentication using Blockchain Technology 
    Nadege, Kone Awa; Housseini, Halima; Ibrahim, Ubada Abbas Bao (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The Internet of Things (IoT) has brought revolution the way we live and work, but with this revolution it has also brought new security challenges. IoT devices often lack strong authentication mechanisms, making them ...
  • Overview of WLAN security Vulnerabilities 
    Mhadjou, Abdoulhamid (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The development of wireless network systems has made it easier to communicate using electromagnetic waves, which has led to the removal of the main obstacles to portable communication. In the modern day, where every ...
  • Multihop Factual Claim Verification Using Natural Language Prompts 
    Rahman, Md. Mezbaur (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-06-30)
    Verifying a claim/statement using facts as evidence can be challenging, especially when the evidence consists of multiple sentences, making it difficult for NLP models to understand long-range dependencies. Most of the ...
  • Predicting Sleep Disorder using Raw Multi-Channel EEG signal 
    Jarif, Afnan; Rahman, Asfi; Prima, Tasfia Tabassum (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Accurate sleep stage scoring and finding relevant feature form multi-channel EEG signal form different subject (healthy and unhealthy) is complex task. In recent years, deep learning, a type of machine learning that ...
  • An Empirical Study of the Impact of Developer Proficiency on Bug fixing Efficiency and Accuracy 
    Hissan, Khairatun; Hasan, Adiba; Sananda, Fatema-tuz-Zohora (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    In the modern software systems’ evolution, solving bugs efficiently and reducing the life cycle of a bug has become increasingly essential. The developer’s proficiency has a huge impact in this case. So our target is to ...

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