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Innovative machine learning approaches for complexity in economic forecasting and SME growth: A comprehensive review
16 references·0 citing·57 second hopsampled
Innovative machine learning approaches for complexity in economic forecasting and SME growth: A comprehensive review (2025)Innovative machine learning approaches fo…Machine learning in business and finance: a literature review and research opportunities (2024)Machine learning in business …Exploring the role of organizational creativity and open innovation in enhancing SMEs performance (2023)Exploring the role of organiz…Artificial neural networks in supply chain management, a review (2023)Artificial neural networks in…What Drives Economic Growth across European Countries? A Multimodal Approach (2022)What Drives Economic Growth a…Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years (2022)Sources of SMEs Financing and…Forecasting SMEs’ credit risk in supply chain finance with a sampling strategy based on machine learning techniques (2022)Forecasting SMEs’ credit risk…Digitalization of Small and Medium-Sized Enterprises and Economic Growth: Evidence for the EU-27 Countries (2022)Digitalization of Small and M…Determinants of Economic Growth across the European Union: A Panel Data Analysis on Small and Medium Enterprises (2022)Determinants of Economic Grow…Rethinking SME default prediction: a systematic literature review and future perspectives (2021)Rethinking SME default predic…Surveying business uncertainty (2020)Surveying business uncertaintyForecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19 (2020)Forecasting temporal world re…Forecasting of Real GDP Growth Using Machine Learning Models: Gradient Boosting and Random Forest Approach (2020)Forecasting of Real GDP Growt…Economic uncertainty before and during the COVID-19 pandemic (2020)Economic uncertainty before a…Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach (2019)Forecasting SMEs' credit risk…Words are the New Numbers: A Newsy Coincident Index of the Business Cycle (2018)Words are the New Numbers: A …Predicting China’s SME Credit Risk in Supply Chain Finance Based on Machine Learning Methods (2016)Predicting China’s SME Credit…Comparing Predictive Accuracy (1994)Comparing Predictive Accuracy (1995)When Is a Liability Not a Liability? 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References

  • 2020Economic uncertainty before and during the COVID-19 pandemic989 cited
  • 2019Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach387 cited
  • 2020Forecasting of Real GDP Growth Using Machine Learning Models: Gradient Boosting and Random Forest Approach259 cited
  • 2020Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19238 cited
  • 2018Words are the New Numbers: A Newsy Coincident Index of the Business Cycle180 cited
  • 2020Surveying business uncertainty169 cited
  • 2021Rethinking SME default prediction: a systematic literature review and future perspectives149 cited
  • 2022Forecasting SMEs’ credit risk in supply chain finance with a sampling strategy based on machine learning techniques126 cited
  • 2022Digitalization of Small and Medium-Sized Enterprises and Economic Growth: Evidence for the EU-27 Countries121 cited
  • 2023Exploring the role of organizational creativity and open innovation in enhancing SMEs performance97 cited
  • 2023Artificial neural networks in supply chain management, a review96 cited
  • 2024Machine learning in business and finance: a literature review and research opportunities96 cited
  • 2022Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years76 cited

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  • 2022What Drives Economic Growth across European Countries? A Multimodal Approach63 cited
  • 2022Determinants of Economic Growth across the European Union: A Panel Data Analysis on Small and Medium Enterprises54 cited
  • 2016Predicting China’s SME Credit Risk in Supply Chain Finance Based on Machine Learning Methods53 cited
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