Thesis: Recent submissions

  • 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, ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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)
  • 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 ...
  • 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 ...
  • 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 ...
  • Blockchain based Message Dissemination in Vehicular Ad Hoc Networks 
    Muntaha, Sidratul; Maliat, Ramisa; Haider, Urbana Musharrat (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Vehicular Adhoc Networks (VANETs) is a promising research interest in the field of wireless networks. It is an application of the principle of Mobile Adhoc Networks (MANETs). It is used to provide services such as road ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • ChartSumm: A large scale benchmark for Chart to Text Summarization 
    Rahman, Raian; Hasan, Rizvi; Farhad, Abdullah Al (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30)
    Information visualization such as bar- and line-charts are quite popular for understanding large tabular data. But, interpreting information solely with different visualization techniques can also be difficult due to ...
  • Bioinformatics Analysis of Differentially Expressed Gene's in Breast Cancer Using DESeq2 
    Malick, Sow Bocar Amadou; Conteh, Fatoumatta; Sawo, Muhammed (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30)
    Differential Gene Expression Analysis is a strong tool for determining if genes in two or more sample groups are expressed at significantly different levels. To estimate gene counts and identify deferentially expressed ...
  • Detection of Lung Adenocarcinoma Cancer based on RNA-seq gene expression data using LIMMA and TabNet 
    Rahman, Faysal Bin; Anjum, Farhan; Khan, Musaddiq Hasan Fatin (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30)
    Lung cancer is one of the deadliest diseases of the world to this date with the highest mortality rate amidst all other forms of cancer. Detection of cancer in early stages is crucial for cancer treatment. Progress in ...
  • Blockchain for Electronic Health Record 
    Farah, Radwan Mohamed; Atiku, Ali Umar (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30)
    Blockchain may additionally reinvent the technique victim’s electronic fitness statistics are distributed and kept via imparting more secure mechanisms for reallocate peer-to-peer (P2P). That means to help and simplicity ...
  • Emotion Detection in Online Social networks: Using Deep Learning Approach 
    Khalid, Tarik; Djibrine, Mahamat; Mohamed, Hafso (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2022-05-30)
    Emotion recognition is one of the most difficult jobs in the Natural Language Processing (NLP) sector since it relies significantly on contextual information and mixed emotions in a sentence during the emotion detection ...

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