DSpace at IUT Library: Recent submissions

  • 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 ...
  • Damaged Building Detection Using Global Local Attention 
    Khadija, Nejd (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • Underwater Image Enhancement based on Residual and Adversarial Network 
    Rahman, Md Tosadduk; Tanha, Md. Tawratur Rashid; Hossain, Ishrak (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Due to the complexity and constraints of the underwater environment, underwa ter picture enhancement is a difficult task. In order to improve underwater images that have problems with low contrast, blurriness, and color ...
  • Vulnerability Analysis of WebAssembly Binaries 
    Saif, Farhan; Sikder, Shihab; Kabeer, Adib Abrar (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The evolution of web technologies has brought forth innovative coding structures, among which JavaScript and WebAssembly stand out prominently. This paper presents Wasmosys, a state-of-the-art source code analyzer designed ...
  • Recognizing Traffic Signs using Fine-tuning Based Few-Shot Object Detection 
    Rahman, Md. Atiqur; Asad, Nahian Ibn; Omi, Md. Mushfiqul Haque (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The most critical task for the Advanced Driver Assistance System (ADAS) which is generally used in autonomous vehicles is to develop a reliable and fast Traffic Sign Recognition (TSR) system. TSR identifies the traffic ...
  • 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 ...

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