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Browsing by Subject "Data analysis"

Browsing by Subject "Data analysis"

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  • Predictive Analysis of Sleeps Impact on Mental Health 
    Sami, Abdullah Md (Daffodil International University, 2024-01-20)
    The significant influence of sleep on cognitive and emotional state is acknowledged by this research, which explores the complex relationship among sleep patterns & mental health outcomes. Through the identification of ...
  • Problems and Possibilities of Gtm: A Study on EFL Teaching Learning at Secondary Schools of Bangladesh 
    Ulfat, Fariha (Daffodil International University, 22-12-21)
    The present study experimentally investigate the problems and issues of Grammar translation method in Bangladesh Secondary schools in the viewpoint of EFL teaching learning process . The researcher applied mix method along ...
  • Road Accident Data Analysis of National Highway N1 and N2 
    Hossain, Md. Estiak; Ahmmed, Razu; Hasan, Md. Rashedul; Shimul, Kousher Hasan (Daffodil International University, 2020-07-30)
    In recent years, the road accident has become a global problem and marked as the ninth prominent cause of death in the world. Due to the enormous number of road accidents every year, it has become a major problem in ...
  • Selectively Oversampling Difficult Positive Samples from Imbalanced Data for Preprocessing 
    Mahin, Md.; Rukhsara, Lamia; Kabir, Md. Yasin; Rahman, H M Mostafizur; Islam, Md Jahidul; Khatun, Ayesha; Kabir, Sumaiya (22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)
    Oversampling is a procedure traditionally has been applied to train machine learning classifiers for a better performance in presence of class imbalance. This work suggests a new insight for oversampling imbalanced data. ...
  • Stock Market Analysis Using Linear Regression and Decision Tree Regression 
    Karim, Rezaul; Alam, Md Khorshed; Hossain, Md Rezaul (2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA), IEEE, 2021-08-23)
    In business, the Stock market or Share market is a more perplexing and sophisticated way to do business. Every business owner wants to reduce the risk and make an immense profit using an effective way. The bank sector, ...
  • A Study on the Recruitment & Selection Process of Dutchbangla Bank Limited 
    Hayder, MD Ali (Daffodil International University, 23-02-18)
    Adopting a multi-level research approach, this study aims to investigate the recruitment and selection process of DBBL The study follows a quantitative method. Data we collected through a self-administered questionnaire ...
  • A Survey on Dimensionality Reduction Techniques for Time-Series Data 
    Ashraf, Mohsena; Anowar, Farzana; Setu, Jahanggir H.; Chowdhury, Atiqul I.; Ahmed, Eshtiak (IEEE, 2023-04-24)
    Data analysis in modern times involves working with large volumes of data, including time-series data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ...

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