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Machine learning In the financial industry: A bibliometric approach to evidencing applications
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Machine learning In the financial industry: A bibliometric approach to evidencing applications (2023)Machine learning In the financial industr…The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an…How to conduct a bibliometric analysis: An overview and guidelines (2021)How to conduct a bibliometric…The Unprecedented Stock Market Impact of COVID-19 (2020)The Unprecedented Stock Marke…Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach (2020)Investigating the emerging CO…Machine learning in energy economics and finance: A review (2019)Machine learning in energy ec…Forty-five years of Journal of Business Research: A bibliometric analysis (2019)Forty-five years of Journal o…Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach (2019)Forecasting SMEs' credit risk…A bibliometric review of sukuk literature (2019)A bibliometric review of suku…Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning (2018)Study on a prediction of P2P …Mining corporate annual reports for intelligent detection of financial statement fraud – A comparative study of machine learning methods (2017)Mining corporate annual repor…Citation-based clustering of publications using CitNetExplorer and VOSviewer (2017)Citation-based clustering of …A deep learning framework for financial time series using stacked autoencoders and long-short term memory (2017)A deep learning framework for…Factors affecting number of citations: a comprehensive review of the literature (2016)Factors affecting number of c…Detecting Management Fraud in Public Companies (2010)Detecting Management Fraud in…Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Software survey: VOSviewer, a…Co‐Authorship in Management and Organizational Studies: An Empirical and Network Analysis* (2006)Co‐Authorship in Management a…The Impact of Cash Holding Decisions on Firm Performance in the IT Industry (2025)The Impact of Cash Holding De…CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Mapping the backbone of science (2005)How to normalize cooccurrence data? An analysis of some well‐known similarity measures (2009)The Strength of Weak Ties (1973)The External Control of Organizations: A Resource Dependence Perspective (1979)External Control of Organizations: Resource Dependence Perspective (2011)Bibliometric Methods in Management and Organization (2013)The History and Meaning of the Journal Impact Factor (2006)Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar (2007)Can Tweets Predict Citations? Metrics of Social Impact Based on Twitter and Correlation with Traditional Metrics of Scientific Impact (2011)Science of science (2018)Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World (2021)A unified approach to mapping and clustering of bibliometric networks (2010)Visualizing Bibliometric Networks (2014)A Bibliometric Review of Research on Educational Administration: Science Mapping the Literature, 1960 to 2018 (2019)Circular economy business models: The state of research and avenues ahead (2020)Guidelines for Bibliometric‐Systematic Literature Reviews: 10 steps to combine analysis, synthesis and theory development (2024)Forecasting stock market movement direction with support vector machine (2004)Deep learning for event-driven stock prediction (2015)Computational Intelligence and Financial Markets: A Survey and Future Directions (2016)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)Applications of deep learning in stock market prediction: Recent progress (2021)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Why we buy what we buy: A theory of consumption values (1991)An index to quantify an individual's scientific research output (2005)Digital Transformation: An Overview of the Current State of the Art of Research (2021)Guidelines for advancing theory and practice through bibliometric research (2022)COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach (2020)Feverish Stock Price Reactions to COVID-19* (2020)Financial contagion during COVID–19 crisis (2020)Inequality in the impact of the coronavirus shock: Evidence from real time surveys (2020)Artificial intelligence in supply chain management: A systematic literature review (2020)Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case (2020)Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak (2020)Bibliometric Analysis: The Main Steps (2024)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021)PRISMA2020 : An R package and Shiny app for producing PRISMA 2020‐compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis (2022)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)Artificial intelligence in education: A systematic literature review (2024)
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References

  • 2021The PRISMA 2020 statement: an updated guideline for reporting systematic reviews119,202 cited
  • 2009Software survey: VOSviewer, a computer program for bibliometric mapping24,911 cited
  • 2021How to conduct a bibliometric analysis: An overview and guidelines18,918 cited
  • 2017Citation-based clustering of publications using CitNetExplorer and VOSviewer3,101 cited
  • 2020Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach1,237 cited
  • 2017A deep learning framework for financial time series using stacked autoencoders and long-short term memory1,177 cited
  • 2019Forty-five years of Journal of Business Research: A bibliometric analysis1,118 cited
  • 2016Factors affecting number of citations: a comprehensive review of the literature1,003 cited
  • 2020The Unprecedented Stock Market Impact of COVID-19903 cited
  • 2006Co‐Authorship in Management and Organizational Studies: An Empirical and Network Analysis*805 cited
  • 2019Machine learning in energy economics and finance: A review463 cited
  • 2018Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning444 cited
  • 2019Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach387 cited

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2010
Detecting Management Fraud in Public Companies
369 cited
  • 2017Mining corporate annual reports for intelligent detection of financial statement fraud – A comparative study of machine learning methods337 cited
  • 2019A bibliometric review of sukuk literature280 cited
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    • 2025The Impact of Cash Holding Decisions on Firm Performance in the IT Industry10 cited