Browsing 2023 by Issue Date

Browsing 2023 by Issue Date

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  • 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 ...
  • 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) ...
  • 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 ...
  • 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 ...
  • 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, ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • An Efficient Deep Learning-based approach for Recognizing Agricultural Pests in the Wild 
    Mahjabin, Mohammad Ratul; Rahman, Md Sabbir; Raf, Mohtasim Hadi (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    One of the biggest challenges that the farmers go through is to fight insect pests during agricultural product yields. The problem can be solved easily and avoid economic losses by taking timely preventive measures. This ...
  • 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 ...
  • Efficient Leader Head Selection In Vanet By Minimizing Message Overhead 
    Aboubakar, Mouhammad; Mamoudou, Abdoulaye; Nom, Aminata (2023-05-30)
    Vehicular Ad-hoc Networks (VANETs) require efficient leader head selection algorithms to optimize network management tasks and communication overhead In this paper, we offer a proactive approach technique to reduce message ...
  • 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)
  • Dialog Generation with Conversational Agent in the Context of Task-Oriented using a Transformer Architecture 
    Petouo, Faysal Mounir; Arafat, Yaya Issa (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The use of conversational agents has become increasingly popular in recent years due to their ability to mimic human-like interactions in Human Com puter Interaction (HCI) and provide personalized assistance to users. How ...
  • Deep Learning Approach: Image Captioning in French and Arabic Language 
    Keita, Abdoulaye; Hamadou, Mohaman Dairou; Asag, Mazen Abdulwahab Mahyoub Salem (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    This research report introduces a novel dataset of French captions translated from the Flickr30k dataset using different translation models, namely we have Google Trans late and the powerful Transformers: T5 Small and T5 ...
  • Fake News Detection in Bengali Language using Transfer Learning Approach 
    Sadat, S M Abu Rafi; Srijon, Al Muhtasim; Dihan, Hasnaine Ahmed (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The rapid proliferation of fake news poses grave consequences for civil discourse, political environments, and social cohesion. From public elections to mob vio lence, fake news has been leveraged to achieve personal and ...
  • 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 ...
  • 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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