Browsing 2023 by Title

Browsing 2023 by Title

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  • Improving Weight Excitation for ConvNets and MLP Mixer 
    Mahbub, Ridwan; Anuva, Samiha Shafiq; Khan, Ifrad Towhid (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    To improve the representational power of convolutional neural networks, several attention mechanisms have been introduced in recent years. These attention mecha- nisms are calculated on input feature maps by enhancing ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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)
    Medical image synthesis has emerged as a promising technique in the field of healthcare, enabling the generation of realistic medical images for various applica tions. This study focuses on medical image synthesis using ...
  • 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 ...
  • Object Detector for Waste Detection by Modifying Feature Pyramid Networks to Enhance Feature Fusion 
    Monjur, Ocean; Shams, Mohammad Galib; Mahmud, Faysal (2023-05-30)
  • Online Voting System in Nigeria 
    Ibrahim, Adamu; Bello, Abdulsalam; Musa, Idris (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The "Online Voting Software" initiative seeks to simplify voting in Nigeria. Currently, ballots are cast on paper, and because the counting is done by hand, it takes a long time. Votes that are not trustworthy might ...
  • 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 ...
  • 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 ...
  • Predicting cancer origins with DNA Methylation 
    Djoumoi, Chaanraoui Ben; Charif, Charif Abdallah Yahaya; Youssouf, Rabianti Said (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
  • 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 ...
  • Preventing Data Loss using Raft Consensus Algorithm in a Decentralized Database System 
    Hafiz, Md. Muhtaseen; Zaman, A.K.M Nafiz; Shaf, Md Shadman (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    In today’s digital era, decentralized database management systems have gained significant attention due to their ability to provide scalability, fault tolerance, and improved performance. However, ensuring data integrity, ...
  • 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 ...
  • Real-Time Multiple Object Tracking with Hierarchical Attention 
    Bashar, Mk; Islam, Samia; Hussain, Kashifa Kawaakib (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Multiple object tracking (MOT) is a crucial task in computer vision, with applications in fields such as surveillance, robotics, and autonomous systems. Accurate MOT is essential for maintaining situational awareness in ...
  • 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 ...
  • Sarcasm Generation with Emoji: A Multi-Modular Framework Incorporating Valence Reversal & Semantic Incongruity 
    Sogir, Tasmia Binte; Kader, Faria Binte; Nujat, Nafisa Hossain (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Sarcasm pertains to the subtle form of language that individuals use to express the op posite of what is implied. We present a novel architecture for sarcasm generation with emoji from a non-sarcastic input sentence. We ...
  • 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)
  • Sleep Stage Classification From Polysomnography (PSG) Data 
    Asuman, Ssewankambo; Bello, Yahya; Hamadou, Faissal (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Sleep staging is an essential aspect of sleep assessment and disease diagnosis. Polysomnography(PSG) is commonly used to record electroencephalography(EEG) signals, which produce distinct patterns during different sleep ...
  • Sleep Stage Classification With Machine learning Models (RandomForestClassifier and DecisionTreeClassifier) 
    Jawo, Musa S; Jasseh, Haddy; Abdifatah, Ismahan (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Automated classification of sleep stages is in demand to overcome the limitations of manual sleep stage classification. Analyzing sleep stages manually using neurophysiological signals and inspecting visually is very ...

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