Browsing 2023 by Title

Browsing 2023 by Title

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  • 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 ...
  • 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) ...
  • 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 ...
  • 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 ...
  • 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 ...
  • A Diverse and Explainable Multi-hop QA Dataset for Bengali Language 
    Intiser, Md. Aseer; Islam, Mohammad Munimul; Salehin, Md. Reyanus (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Bengali is a resource-scare language with a scarcity of quality data sets both in single and multi-hp question answering. In an approach to fill that gap, we want to take a little step by generating a reading comprehension ...
  • 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 ...
  • An Ensemble Method for Cancer Classification and Identification of Cancer-Specific Genes from Genomic Data 
    Rizwan, Siana; Tabassum, Farzana; Islam, Sabrina (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    Classifying cancer using gene expression can be an important tool for under standing the specific characteristics of a patient’s cancer and for guiding the most appropriate treatment approach. By identifying the specific ...
  • Evaluation of User Experience of Bangladesh E-government Services: A Student’s Perspective 
    Imtiaz, Nafiz; Rahman, Ibtid; Robe, Md. Adnan Rahman (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    With the government striving to make the country digitally driven, the Bangladesh Na tional Digital Architecture (BNDA) framework was made to ensure improved and more user-friendly services. The e-services of the Bangladesh ...
  • Exploring The Effect of Code Coverage And Maintainability for Identifying Software Testability 
    Abrar, Md. Fahim; Alam, Muntasir Bin (Department of Computer Science and Engineering(CSE), Islamic University of Technology(IUT), Board Bazar, Gazipur-1704, Bangladesh, 2023-05-30)
    The ability of code to reveal its flaws, especially during automated testing, is known as software testability. The program being tested must be able to with stand testing. The coverage of the test data provided by a ...
  • 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 ...

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