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Predictive audit analytics
16 references·0 citing·49 second hop
Predictive audit analytics (2013)Predictive audit analyticsPredictive Analytics in Information Systems Research (2010)Predictive Analytics in Infor…The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)The comparisons of data minin…Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis (2008)Explaining and Forecasting On…Audit support systems and decision aids: Current practice and opportunities for future research (2007)Audit support systems and dec…Continuous monitoring of business process controls: A pilot implementation of a continuous auditing system at Siemens (2006)Continuous monitoring of busi…Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry (2005)Fuzzy Delphi and back-propaga…Credit risk modeling with affine processes (2005)Credit risk modeling with aff…From Density to Destiny: Using Spatial Dimension of Sales Data for Early Prediction of New Product Success (2004)From Density to Destiny: Usin…Shredded Reputation: The Cost of Audit Failure (2002)Shredded Reputation: The Cost…KRiskSM: A Computerized Decision Aid for Client Acceptance and Continuance Risk Assessments (2002)KRiskSM: A Computerized Decis…Credit scoring using the hybrid neural discriminant technique (2002)Credit scoring using the hybr…Reliance on Decision Aids: An Examination of Auditors' Assessment of Management Fraud. 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(1992)Using Segmentation to Improve…Forecasting and testing in co-integrated systems (1987)Forecasting and testing in co…Forecasting Sales by Exponentially Weighted Moving Averages (1960)Forecasting Sales by Exponent…Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Forecasting with artificial neural networks: (1998)Neural network credit scoring models (2000)Building credit scoring models using genetic programming (2005)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Machine Learning in Financial Crisis Prediction: A Survey (2011)Putting Continuous Auditing Theory into Practice: Lessons from Two Pilot Implementations (2008)Continuous Auditing in ERP System Environments: The Current State and Future Directions (2010)The New Industrial Engineering: Information Technology and Business Process Redesign (2011)Toward Effective Big Data Analysis in Continuous Auditing (2015)Agency Problems, Auditing, and the Theory of the Firm: Some Evidence (1983)Information quality and the valuation of new issues (1986)Auditor brand name reputations and industry specializations (1995)Market and Political/Regulatory Perspectives on the Recent Accounting Scandals (2009)Audit Quality and Auditor Reputation: Evidence from Japan (2012)Every Little Helps? 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References

  • 1960Forecasting Sales by Exponentially Weighted Moving Averages2,117 cited
  • 1987Forecasting and testing in co-integrated systems1,896 cited
  • 1996Reducing the Cost of Demand Uncertainty Through Accurate Response to Early Sales889 cited
  • 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients881 cited
  • 2010Predictive Analytics in Information Systems Research676 cited
  • 2002Shredded Reputation: The Cost of Audit Failure514 cited
  • 2002Credit scoring using the hybrid neural discriminant technique355 cited
  • 2006Continuous monitoring of business process controls: A pilot implementation of a continuous auditing system at Siemens300 cited
  • 1992Using Segmentation to Improve Sales Forecasts Based on Purchase Intent: Which "Intenders" Actually Buy?297 cited
  • 2007Audit support systems and decision aids: Current practice and opportunities for future research205 cited
  • 1997Reliance on Decision Aids: An Examination of Auditors' Assessment of Management Fraud.196 cited
  • 2005Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry170 cited
  • 2004From Density to Destiny: Using Spatial Dimension of Sales Data for Early Prediction of New Product Success170 cited
  • 2005Credit risk modeling with affine processes

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159 cited
  • 2008Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis128 cited
  • 2002KRiskSM: A Computerized Decision Aid for Client Acceptance and Continuance Risk Assessments123 cited
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