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Browsing Articles by Author "Khushbu, Sharun Akter"

Browsing Articles by Author "Khushbu, Sharun Akter"

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  • BTSD: A Curated Transformation of Sentence Dataset for Text Classification in Bangla Language 
    Das, Rajesh Kumar; Islam, Mirajul; Khushbu, Sharun Akter (Elsevier, 2023-07-24)
    The Bangla Transformation of Sentence Classification dataset addresses the resource gap in natural language processing (NLP) for the Bangla language by providing a curated resource for Bangla sentence classification. With ...
  • A Comprehensive Study of DCNN Algorithms-based Transfer Learning for Human Eye Cataract Detection 
    Jidan, Omar Jilani; Paul, Susmoy; Roy, Anirban; Khushbu, Sharun Akter; Islam, Mirajul; Badhon, S.M. Saiful Islam (IJACSA, 2023-06-01)
    This study presents a comparative analysis of different deep convolutional neural network (DCNN) architectures, including VGG19, NASNet, ResNet50, and MobileNetV2, with and without data augmentation, for the automatic ...
  • The Corporeality of Infotainment on Fans Feedback Towards Sports Comment Employing Convolutional Long-Short Term Neural Network 
    Saha, Uchchhwas; Mahmud, Md. Shihab; Shimu, Sumaia; Eva, Shabikun Naher; Khushbu, Sharun Akter; Asif, Imtiaz Ahmmed (Daffodil International University, 2022-05-27)
    In ODIs, World Cups and T-20 matches of various sports like Football, Cricket, Hockey, Basketball and Badminton, fans express their feelings and emotions towards the players by posting their status on social media like ...
  • Covid-19 in Bangladesh 
    Khushbu, Sharun Akter; Keya, Mumenun Nessa; Abujar, Sheikh; Hossain, Syed Akhter; Masum, Abu Kaisar Mohammad (Procedia Computer Science, Elsevier, 2020)
    A global pandemic on March 11th of 2020, which was initially renowned by the World Health Organization (WHO) revealed the coronavirus (the COVID-19 epidemic). Coronavirus was flown in -December 2019 in Wuhan, Hubei region ...
  • A Deep Learning Based Assistive System to Classify COVID-19 Face Mask for Human Safety with YOLOv3 
    Bhuiyan, Md. Rafiuzzaman; Khushbu, Sharun Akter; Islam, Md. Sanzidul (IEEE, 2020-07)
    Computer vision learning pay a high attention due to global pandemic COVID-19 to enhance public health service. During the fatality, tiny object detection is a more challenging task of computer vision, as it recruits the ...
  • Neural Network Based Bengali News Headline Multi Classification System 
    Khushbu, Sharun Akter; Masum, Abu Kaisar Mohammad; Hossain, Syed Akhter (11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020 , IEEE, 2020-07-01)
    The modern era is gradually developing in all sectors. Moreover, development is necessary to research. Accordingly natural language processing is the expanding area of process text. At present year, memorizing the data is ...
  • Predicting the Appropriate Category of Bangla and English Books for Online Book Store Using Deep Learning 
    Islam, Md. Majedul; Khushbu, Sharun Akter; Islam, Md. Sanzidul (Scopus, 2021)
    At the era of this technology, we are seeking every stuff online first. Book was the best friend to us, still, it is. But this changed the way and medium by which we are being engaged with the book. Nowadays bookselling ...
  • Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19 
    Lucky, Effat Ara Easmin; Sany, Md. Mahadi Hasan; Keya, Mumenunnesa; Rahaman, Md. Moshiur; Happy, Umme Habiba; Khushbu, Sharun Akter; Hasan, Md. Arid (Daffodil International University, 2022-04-20)
    By trade we usually mean the exchange of goods between states and countries. International trade acts as a barometer of the economic prosperity index and every country is overly dependent on resources, so international ...
  • A Study on Dengue Fever in Bangladesh: 
    Islam, Md. Sanzidul; Khushbu, Sharun Akter; Rabby, Akm Shahariar Azad; Bhuiyan, Touhid (5th International Conference on Intelligent Computing and Control Systems (ICICCS), IEEE, 2021-05-26)
    The “2019 Dengue Outbreak” was a nationwide pandemic situation in Bangladesh, particularly in Dhaka city. About 179 people died and 101,354 confirmed dengue cases were found all over the country. The developing countries ...
  • A Study Review of Neural Audio Speech Transposition over Language Processing 
    Khushbu, Sharun Akter; Ajmain, Moshfiqur Rahman; Rahman, Mahafozur; Noori, Sheak Rashed Haider (IEEE, 2023-04-17)
    Natural Language processing is the advancement of Artificial Intelligence in the modern technological era. Machine Translation this is the vast majority of languages transformation among human languages and computer ...
  • Survey-Based Machine Learning Approaches to Diagnosis of Hair Fall Disorder in Bangladeshi Community 
    Khatun, Mst. Farhana; Ajmain, Moshfiqur Rahman; Khushbu, Sharun Akter; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (Daffodil International University, 2022-12-29)
    Hair symbolizes the beauty of women and men. All of us are jealous of our hair. We lose hair at a young age due to some mistakes or irregularities. Lots of men and women all over the world are suffering from hair falling ...
  • Toward an Enhanced Bengali Text Classification Using Saint and Common Form 
    Ria, Nushrat Jahan; Khushbu, Sharun Akter; Yousuf, Mohammad Abu; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2020)
    Language processing tool has been strengthened by the measurements of text classification. Due to this concern many approaches investigate through the text documentation problem. Behalf of this conception we have focused ...

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