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A data envelopment analysis-based approach for data preprocessing
9 references·2 citing·36 second hop
A data envelopment analysis-based approach for data preprocessing (2005)A data envelopment analysis-based approac…The measurement of technical efficiency: a neural network approach (2004)The measurement of technical …Adaptive non-parametric efficiency frontier analysis: a neural-network-based model (2002)Adaptive non-parametric effic…Relating information technology investment to organizational performance: a causal model analysis (1997)Relating information technolo…The potential use of DEA for credit applicant acceptance systems (1996)The potential use of DEA for …A Comparison of Data Envelopment Analysis and Artificial Neural Networks as Tools for Assessing the Efficiency of Decision Making Units (1996)A Comparison of Data Envelopm…A Maximum Decisional Efficiency Estimation Principle (1995)A Maximum Decisional Efficien…Comparing the Modeling Performance of Regression and Neural Networks as Data Quality Varies: A Business Value Approach (1993)Comparing the Modeling Perfor…Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Some Models for Estimating Te…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…Best performance modeling using complementary DEA-ANN approach (2016)Best performance modeling usi…Performance modeling of mobile phone providers: a DEA-ANN combined approach (2014)Performance modeling of mobil…The Measurement of Productive Efficiency (1957)Formulation and estimation of stochastic frontier production function models (1977)Performance assessment of electric power generations using an adaptive neural network algorithm (2007)An integrated Data Envelopment Analysis–Artificial Neural Network–Rough Set Algorithm for assessment of personnel efficiency (2010)Bank efficiency estimation in China: DEA-RENNA approach (2021)The Measurement of Efficiency of Production (1985)Modeling the efficiency of top Arab banks: A DEA–neural network approach (2007)Assess and prognosticate green house gas emissions from agricultural production of EU countries, by implementing, DEA Window analysis and artificial neural networks (2017)Super efficiency SBM-DEA and neural network for performance evaluation (2021)Recent developments in DEA (1990)Determining sources of relative inefficiency in heterogeneous samples: Methodology using Cluster Analysis, DEA and Neural Networks (2010)Exploring the predictive potential of artificial neural networks in conjunction with DEA in railroad performance modeling (2016)Foundations of Behavioral Research (1974)Organizational Strategy, Structure, and Process (1978)EQS : structural equations program manual (1989)An initial assessment of the influence of IT on TQM: a multiple case study (2003)The information and communication technologies productivity impact on the UK hotel sector (2003)Evaluation of information technology investment: a data envelopment analysis approach (2004)A Class of Solutions for Group Decision Problems (1973)Decision Systems for Inventory Management and Production Planning (1979)Decision analysis and behavioral research (1986)Multiple criteria ABC inventory classification using two virtual items (2011)The bank loan approval decision from multiple perspectives (2012)A review of the literature on DEA models under common set of weights (2020)Financial Ratios As Predictors of Failure (1966)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)Simulation Modeling and Analysis. (1983)Data quality in neural network models: effect of error rate and magnitude of error on predictive accuracy (1999)Using Neural Networks to Understand Service Risk in the Holiday Product (1999)Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption (2003)An acceptance system decision rule with data envelopment analysis (1998)A potential use of data envelopment analysis for the inverse classification problem (2002)A fuzzy decision support system for credit scoring (2016)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A slacks-based measure of efficiency in data envelopment analysis (2001)A slacks-based measure of super-efficiency in data envelopment analysis (2002)
this work references cited by second hop

References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 1984Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis16,773 cited
  • 1996A Comparison of Data Envelopment Analysis and Artificial Neural Networks as Tools for Assessing the Efficiency of Decision Making Units196 cited
  • 1993Comparing the Modeling Performance of Regression and Neural Networks as Data Quality Varies: A Business Value Approach108 cited
  • 2004The measurement of technical efficiency: a neural network approach89 cited
  • 1997Relating information technology investment to organizational performance: a causal model analysis86 cited
  • 2002Adaptive non-parametric efficiency frontier analysis: a neural-network-based model85 cited
  • 1996The potential use of DEA for credit applicant acceptance systems72 cited
  • 1995A Maximum Decisional Efficiency Estimation Principle58 cited

Cited by

  • 2014Performance modeling of mobile phone providers: a DEA-ANN combined approach40 cited
  • 2016Best performance modeling using complementary DEA-ANN approach38 cited

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