Browsing 2023 by Title

Browsing 2023 by Title

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  • 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. ...
  • 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 ...
  • 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 ...
  • 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)
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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)

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