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Browsing DIU Faculty Publication by Author "Islam, Mirajul"

Browsing DIU Faculty Publication by Author "Islam, Mirajul"

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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 ...
  • DCNN Based Disease Prediction of Lychee Tree 
    Islam, Saiful; Akter, Shornaly; Islam, Mirajul; Rahman, Md. Arifur (Springer, 2023-04-17)
    Tree disease classification is needed to determine the affected leaves as it controls the economic importance of the trees and their products and decreases their eco-friendly eminence. The lychee tree is affected by some ...
  • Deep Learning Based Classification System for Recognizing Local Spinach 
    Islam, Mirajul; Ria, Nushrat Jahan; Ani, Jannatul Ferdous; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Springer, 2022-01-03)
    A deep learning model gives an incredible result for image processing by studying from the trained dataset. Spinach is a leaf vegetable that contains vitamins and nutrients. In our research, a Deep learning method has been ...
  • Diabetes Among Adults in Bangladesh 
    Chowdhury, Muhammad Abdul Baker; Islam, Mirajul; Rahman, Jakia; Uddin, Md Jamal; Haque, Md. Rabiul (Daffodil International University, 2022-08-05)
    Objective/research question To investigate the change in the prevalence and risk factors of diabetes among adults in Bangladesh between 2011 and 2018. Design The study used two waves of nationally representative ...
  • Dual Band Antenna Design and Prediction of Resonance Frequency Using Machine Learning Approaches 
    Haque, Md. Ashraful; Sarker, Nayan; Singh, Narinderjit Singh Sawaran; Rahman, Md Afzalur; Hasan, Md. Nahid; Islam, Mirajul; Zakariya, Mohd Azman; Paul, Liton Chandra; Sharker, Adiba Haque; Abro, Ghulam E. Mustafa; Hannan, Md; Pk, Ripon (Scopus, 22-10-18)
    An inset fed-microstrip patch antenna (MPA) with a partial ground structure is constructed and evaluated in this paper. This article covers how to evaluate the performance of the designed antenna by using a combination ...
  • Urban insights into mental health: 
    Shahjahan, Md; Islam, Md. Mazharul; Islam, Mirajul; Das, Kumer Pial (Daffodil International University, 2023-11)
    This study investigates the prevalence of depression and anxiety symptoms among urban adults in Bangladesh and explores the associated socio-demographic factors. An online cross-sectional survey was conducted from March ...

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