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Bankruptcy Prediction of Construction Businesses: Towards a Big Data Analytics Approach
16 references·4 citing·31 second hop
Bankruptcy Prediction of Construction Businesses: Towards a Big Data Analytics Approach (2015)Bankruptcy Prediction of Construction Bus…Mining big data (2013)Mining big dataFrom Databases to Big Data (2012)From Databases to Big DataUnderstanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)Understanding Big Data: Analy…The pathologies of big data (2009)The pathologies of big dataComparing four bankruptcy prediction models: Logit, quadratic interval logit, neural and fuzzy neural networks (2009)Comparing four bankruptcy pre…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems (2005)35 years of studies on busine…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…A genetic algorithm application in bankruptcy prediction modeling (2002)A genetic algorithm applicati…The data warehouse toolkit: practical techniques for building dimensional data warehouses (1996)The data warehouse toolkit: p…Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction (1996)Integration of case-based for…Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Corporate distress diagnosis:…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Bankruptcy prediction for private firms in developing economies: a scoping review and guidance for future research (2021)Bankruptcy prediction for pri…Application of Predictive Analytics at Financial Institutions: A Systematic Literature Review (2019)Application of Predictive Ana…A framework for big data analytics approach to failure prediction of construction firms (2018)A framework for big data anal…Methodological approach of construction business failure prediction studies: a review (2016)Methodological approach of co…Financial Ratios As Predictors of Failure (1966)Conditional logit analysis of qualitative choice behavior (1972)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)The effects of government ownership on bank lending (2003)Fuzzy sets (1965)Measuring the efficiency of decision making units (1978)Fuzzy sets (1996)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using artificial neural network models in stock market index prediction (2011)Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model (2016)Big data: A review (2013)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Big Data technologies: A survey (2017)Forecasting with artificial neural networks: (1998)Neural network credit scoring models (2000)Application of data mining techniques in customer relationship management: A literature review and classification (2008)Big Data and supply chain management: a review and bibliometric analysis (2016)Data colonialism through accumulation by dispossession: New metaphors for daily data (2016)Algorithms at Work: The New Contested Terrain of Control (2019)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Consumer credit-risk models via machine-learning algorithms (2010)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches (2013)Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study (2016)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 2011Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data1,467 cited
  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 1994Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)1,059 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 200535 years of studies on business failure: an overview of the classic statistical methodologies and their related problems795 cited
  • 2009The pathologies of big data680 cited
  • 2013Mining big data677 cited
  • 1996The data warehouse toolkit: practical techniques for building dimensional data warehouses551 cited
  • 2012From Databases to Big Data509 cited
  • 2002A genetic algorithm application in bankruptcy prediction modeling386 cited

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  • 2009Comparing four bankruptcy prediction models: Logit, quadratic interval logit, neural and fuzzy neural networks164 cited
  • 1996Integration of case-based forecasting, neural network, and discriminant analysis for bankruptcy prediction149 cited
  • Cited by

    • 2016Methodological approach of construction business failure prediction studies: a review31 cited
    • 2021Bankruptcy prediction for private firms in developing economies: a scoping review and guidance for future research29 cited
    • 2018A framework for big data analytics approach to failure prediction of construction firms23 cited
    • 2019Application of Predictive Analytics at Financial Institutions: A Systematic Literature Review18 cited