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Browsing by Subject "Insomnia"

Browsing by Subject "Insomnia"

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  • Machine Learning Approach for Insomnia Early Diagnosis in Perspective of Bangladesh 
    Tasfia, Orin (Daffodil International University, 2024-01-01)
    This research addresses the early detection of insomnia in Bangladesh, focusing on young adults affected by extensive phone and social media use. Using machine learning techniques like Logistic Regression, SVM, Decision ...
  • Predicting Insomnia Using Multilayer Stacked Ensemble Model 
    Zulfiker, Md. Sabab; Kabir, Nasrin; Biswas, Al Amin; Chakraborty, Partha (Scopus, 2021)
    Different forms of sleep disorders have become major health problems among people around the world, and insomnia is one of them. It is a physical condition in which a person faces difficulties to fall asleep at night. It ...
  • Predicting Sleep Disturbance During Covid-19 in Bangladesh 
    Quais, Imrul (©Daffodil International University, 2022-03-03)
    The COVID-19 virus is now considered a hot topic among researchers around the world. Globally, the COVID-19 pandemic has had a serious impact on human life since it began. As a result of this virus, sleeping patterns ...
  • Predicting Sleep Disturbance During Covid-19 in Bangladesh 
    Quais, Imrul (©Daffodil International University, 2022-01-27)
    The COVID-19 virus is now considered a hot topic among researchers around the world. Globally, the COVID-19 pandemic has had a serious impact on human life since it began. As a result of this virus, sleeping patterns ...
  • Prediction of Chronic Insomnia using Machine Learning Techniques 
    Islam, Md. Muhaiminul; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (Scopus, 2020)
    The world is changed extremely over the last decade by the power of technology. Consequently, human lives are undergoing multiple changes that have both positive and negative effects on human health. A lot of virtual ...
  • A Systematic Way of Collecting Data of Insomniac Patients 
    Islam, Md. Muhaiminul; Masum, Abu Kaisar Mohammad; Abujar, Sheikh; Hossain, Syed Akhter (IEEE, 2020-07)
    Insomnia (a sleeping disorder) can also be defined as sleeplessness that means facing trouble in falling or staying asleep. In this 20 th century, this disorder is very common among the olds and also teenagers. This disorder ...

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