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An exploratory data analysis approach for analyzing financial accounting data using machine learning
16 references·2 citing·58 second hopsampled
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References

  • 1982The Choice Between Equity and Debt: An Empirical Study1,103 cited
  • 2019Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities1,101 cited
  • 2021Machine learning in the Chinese stock market593 cited
  • 2010An Adaptive Network-Based Fuzzy Inference System (ANFIS) for the prediction of stock market return: The case of the Istanbul Stock Exchange426 cited
  • 2022Stock market index prediction using deep Transformer model371 cited
  • 2021The applications of artificial neural networks, support vector machines, and long–short term memory for stock market prediction261 cited
  • 2014Influence Analysis of Return on Assets (ROA), Return on Equity (ROE), Net Profit Margin (NPM), Debt To Equity Ratio (DER), and current ratio (CR), Against Corporate Profit Growth In Automotive In Indonesia Stock Exchange195 cited
  • 2022Forecasting directional movements of stock prices for intraday trading using LSTM and random forests187 cited
  • 2015Infer, Predict, and Assure: Accounting Opportunities in Data Analytics172 cited
  • 2022Deep Learning-based Integrated Framework for stock price movement prediction147 cited
  • 2023Prediction based mean-value-at-risk portfolio optimization using machine learning regression algorithms for multi-national stock markets141 cited
  • 2021IoT data visualization for business intelligence in corporate finance124 cited
  • 1998Short-term traders and liquidity:

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122 cited
  • 2020Profit Growth : Impact of Net Profit Margin, Gross Profit Margin and Total Assests Turnover96 cited
  • 2022Management accounting and the concepts of exploratory data analysis and unsupervised machine learning: a literature study and future directions96 cited
  • 2022Supply chain analytics adoption: Determinants and impacts on organisational performance and competitive advantage94 cited
  • Cited by

    • 2023A two-phase confirmatory factor analysis and structural equation modelling for customer-based brand equity framework in the smartphone industry20 cited
    • 2024Predicting Financial Performance in the IT Industry with Machine Learning: ROA and ROE Analysis17 cited