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Browsing Articles by Author "Bijoy, Md. Hasan Imam"

Browsing Articles by Author "Bijoy, Md. Hasan Imam"

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  • Approach of Different Classification Algorithms to Compare in N-gram Feature between Bangla Good and Bad Text Discourses 
    Bitto, Abu Kowshir; Bijoy, Md. Hasan Imam; Khan, Saima; Mahmud, Imran; Biplob, Khalid Been Badruzzaman (Springer, 2023-05-31)
    Bangla Natural Language Processing (BNLP) is a newish challenge in Artificial Intelligence. With the rapid expansion of the Bangla language, it is now adopted on a variety of platforms, including social media, communication ...
  • Bangla Font Recognition using Transfer Learning Method 
    Hasan, Md. Sakibul; Rabbi, Golam; Islam, Rejoan; Bijoy, Md. Hasan Imam; Hakim, Md. Azizul (Daffodil International University, 2023-01-03)
    Font detection and similar font suggestions are essential in computer vision, document analysis, pattern recognition, web development, and core work for graphics designers and UX-UI engineers. Even though Bangla is one of ...
  • Bitcoin Trading Indicator: A Machine Learning Driven Real Time Bitcoin Trading Indicator for the Crypto Market 
    Rahaman, Ashikur; Bitto, Abu Kowshir; Biplob, Khalid Been Md. Badruzzaman; Bijoy, Md. Hasan Imam; Jahan, Nusrat; Mahmud, Imran (Institute of Advanced Engineering and Science (IAES), 2023-06-18)
    As opposed to other fiat currencies, bitcoin has no relationship with banks. Its price fluctuation is largely influenced by fresh blocks, news, mining information, support or resistance levels, and public opinion. Therefore, ...
  • CryptoAR: Scrutinizing the Trend and Market of Cryptocurrency Using Machine Learning Approach on Time Series Data 
    Bitto, Abu Kowshir; Mahmud, Imran; Bijoy, Md. Hasan Imam; Jannat, Fatema Tuj; Arman, Md. Shohel; Shohug, Md. Mahfuj Hasan; Jahan, Hasnur (Scopus, 22-11)
    Cryptocurrencies are encrypted digital or virtual money used to avoid counterfeiting and double spending. The scope of this study is to evaluate cryptocurrencies and forecast their price in the context of the currency rate ...
  • A Data-Driven Approach to Forecasting Bangladesh Next-Generation Economy 
    Shohug, Md. Mahfuj Hasan; Bitto, Abu Kowshir; Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Rahaman, Ashikur (Springer, 2023-05-16)
    Bangladesh is the most populous country on the planet. We recognized Bangladesh as an independent sovereign country, yet despite its large population, Bangladesh lags far behind the world’s wealthiest nations. In the ...
  • KGR-Rainfall: Temperature-Based Rainfall Prediction in Bangladesh with Novel KGR Stacking Ensemble 
    Bitto, Abu Kowshir; Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Shuvo, Subrata Das; Das, Aka; Chowdhury, Amit (IEEE, 2023-07-06)
    Climate change factors such as wet or dry, cold or warm seasons have a significant impact on both the economy and culture. Extreme rainfall events have historically posed a major threat to many parts of the world. In ...
  • Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior 
    Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Chowdhury, Shanjida; Islam, Khairul (Daffodil International University, 2023-04-09)
    Travel insurance covers the expenses and losses related to travelling which is helpful security for travelers domestically or abroad. The goal of the study is to see whether a consumer is interested in buying travel insurance ...
  • MKRF Stacking-Voting 
    Bijoy, Md. Hasan Imam; Pramanik, Anik; Rahman, Md. Sadekur; Hasan, Mehedi; Akhi, Sumiya Alam; Rahman, Md. Mahbubur (Daffodil International University, 2022-07-19)
    Data mining is most efficient when used deliberately to achieve a corporate goal, answer business or research questions, or contribute to a problem-solving solution. Data mining aids in the accurate prediction of outcomes, ...
  • Prediction of Internet User Satisfaction Levels in Bangladesh Using Data Mining and Analysis of Influential Factors 
    Bijoy, Md. Hasan Imam; Akhi, Sumiya Alam; Nayeem, Ali Ashraf; Rahman, Md. Mahbubur; Mia, Md. Jueal (Daffodil International University, 2022-04-02)
    Today the world has already acknowledged as a global village by the inter-net which has technologically evolved into a significant performance instrument for individuals, businesses, and countries seeking to achieve ...
  • RBS 
    Bijoy, Md. Hasan Imam; Hasan, Md. Rakibul; Rabbani, Masud (Scopus, 2020)
    In modern technology or practical application, all things are gradually arranged. Therefore, in this paper, we attempt to establish a new sorting algorithm and compare it with some other standard sorting algorithms by their ...
  • Refute the Decision of Auto-Promotion and Real Facts of Digital Online Classes during the Pandemic in Bangladesh 
    Hasan, Mehedi; Bijoy, Md. Hasan Imam; Akhi, Sumiya Alam (Scopus, 2020)
    This present research paper is to evaluate the effect and feedback from the people of all professions towards the steps ‘Auto-Promotion’ and ‘Using of online platforms for conducting academic activities’ during the COVID-19 ...
  • Tumor-Net: convolutional neural network modeling for classifying brain tumors from MRI images 
    Bitto, Abu Kowshir; Bijoy, Md. Hasan Imam; Yesmin, Sabina; Mahmud, Imran (Daffodil International University, 2023-04)
    Abnormal brain tissue or cell growth is known as a brain tumor. One of the body's most intricate organs is the brain, where billions of cells work together. As a head tumor grows, the brain suffers damage due to its ...
  • Tumor-TL: A Transfer Learning Approach for Classifying Brain Tumors from MRI Images 
    Bitto, Abu Kowshir; Bijoy, Md. Hasan Imam; Yesmin, Sabina; Mia, Md. Jueal (2023-06)
    An intracranial tumor is another name for a brain tumor, is a fast cell proliferation and uncontrolled bulk of tissue, and seems unaffected by the mechanisms that normally govern normal cells. The identification and ...

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