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Probabilistic neural networks for the identification of qualified audit opinions · Study

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ArticleProbabilistic neural networks for the identification of qualified audit opinions

Chrysovalantis Gaganis2005

Article2005

Probabilistic neural networks for the identification of qualified audit opinions

Chrysovalantis Gaganis · Fotios Pasiouras · Michael Doumpos

78 citations·0/0 files stored·Expert Systems with Applications

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Auditing, Earnings Management, Governance Forecasting Techniques and Applications Financial Distress and Bankruptcy Prediction

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References

1981Auditor size and audit quality 2018What's In A Name? Malay Seals As Onomastic Sources 2000Does size matter? The influence of large clients on office-level auditor reporting decisions 2003Credit rating analysis with support vector machines and neural networks: a market comparative study 1999Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis 1992Neural Networks: A New Tool for Predicting Thrift Failures*2002Application of neural networks to an emerging financial market: forecasting and trading the Taiwan Stock Index 1998Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis.

Cited by

2011A new class of hybrid models for time series forecasting 2010Municipal credit rating modelling by neural networks 2023Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis 2007Identifying Qualified Auditors' Opinions: A Data Mining Approach 2007A comparison of nearest neighbours, discriminant and logit models for auditing decisions

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2006Multicriteria decision support methodologies for auditing decisions: The case of qualified audit reports in the UKarticle · 16 shared references 2005Explaining qualifications in audit reports using a support vector machine methodologyarticle · 16 shared references 2009Classification techniques for the identification of falsified financial statements: a comparative analysisarticle · 14 shared references 2007A comparison of nearest neighbours, discriminant and logit models for auditing decisionsarticle · 10 shared references 2006Auditee and audit firm characteristics as determinants of audit qualificationsarticle · 9 shared references 2007Identifying Qualified Auditors' Opinions: A Data Mining Approacharticle · 9 shared references

Details

Year2005

Typearticle

Published2005-12-28

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations78

Files0 public / 0

ShelfAuditing, Earnings Management, Governance

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doi10.1016/j.eswa.2005.11.003

openalex_workW2089407495

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2011A Comparison of PNN and SVM for Stock Market Trend Prediction using Economic and Technical Information

2020Predicting Audit Opinion in Consolidated Financial Statements with Artificial Neural Networks

2012Identifying qualified audit opinions by artificial neural networks