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A novel artificial intelligent approach: comparison of machine learning tools and algorithms based on optimization DEA Malmquist productivity index for eco-efficiency evaluation
16 references·7 citing·37 second hop
A novel artificial intelligent approach: comparison of machine learning tools and algorithms based on optimization DEA Malmquist productivity index for eco-efficiency evaluation (2021)A novel artificial intelligent approach: …A green home health care supply chain: New modified simulated annealing algorithms (2019)A green home health care supp…Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries (2016)Productivity Growth, Technica…Impact of energy conservation policies on the green productivity in China’s manufacturing sector: Evidence from a three-stage DEA model (2016)Impact of energy conservation…Total-factor carbon emission performance of the Chinese transportation industry: A bootstrapped non-radial Malmquist index analysis (2014)Total-factor carbon emission …Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition (2013)Provincial allocation of carb…The necessity of distinguishing weak and strong disposability among undesirable outputs in DEA: Environmental performance of Chinese coal-fired power plants (2010)The necessity of distinguishi…DEA models with undesirable inputs and outputs (2009)DEA models with undesirable i…Linear programming models for measuring economy-wide energy efficiency performance (2008)Linear programming models for…Eco-efficiency analysis of industrial system in China: A data envelopment analysis approach (2008)Eco-efficiency analysis of in…Additive efficiency decomposition in two-stage DEA (2008)Additive efficiency decomposi…Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan (2007)Efficiency decomposition in t…An empirical analysis of energy efficiency in China's iron and steel sector (2007)An empirical analysis of ener…Eco-efficiency analysis of power plants: An extension of data envelopment analysis (2003)Eco-efficiency analysis of po…DEA Malmquist productivity measure: New insights with an application to computer industry (2003)DEA Malmquist productivity me…Estimating the linkage between energy efficiency and productivity (2000)Estimating the linkage betwee…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…Empowering Manufacturing Environments with Process Mining-Based Statistical Process Control (2024)Empowering Manufacturing Envi…Input/Output Variables Selection in Data Envelopment Analysis: A Shannon Entropy Approach (2022)Input/Output Variables Select…Design of a Distribution Network in a Multi-product, Multi-period Green Supply Chain System Under Demand Uncertainty (2022)Design of a Distribution Netw…Assessing the eco-efficiency of complex forestry enterprises using LCA/time-series DEA methodology (2022)Assessing the eco-efficiency …An integrated artificial intelligence model for efficiency assessment in pharmaceutical companies during the COVID-19 pandemic (2022)An integrated artificial inte…Developing a Novel Integrated Generalised Data Envelopment Analysis (DEA) to Evaluate Hospitals Providing Stroke Care Services (2021)Developing a Novel Integrated…A Novel Hybrid Parametric and Non-Parametric Optimisation Model for Average Technical Efficiency Assessment in Public Hospitals during and Post-COVID-19 Pandemic (2021)A Novel Hybrid Parametric and…The Measurement of Productive Efficiency (1957)Manufacturing Firms in Developing Countries: How Well Do They Do, and Why? (2000)A global Malmquist-Luenberger productivity index (2010)China statistical yearbook (1988)An Introduction to Efficiency and Productivity Analysis (1998)An Introduction to Efficiency and Productivity Analysis (2005)Industrial energy efficiency with CO2 emissions in China: A nonparametric analysis (2012)Measuring China’s regional energy and carbon emission efficiency with DEA models: A survey (2016)Review of methodologies and polices for evaluation of energy efficiency in high energy-consuming industry (2016)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Assessing farming eco-efficiency: A Data Envelopment Analysis approach (2010)Environmental efficiency analysis of transportation system in China: A non-radial DEA approach (2013)Data envelopment analysis application in sustainability: The origins, development and future directions (2017)Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach (1989)Total-factor energy efficiency of regions in China (2005)Measuring economy-wide energy efficiency performance: A parametric frontier approach (2011)Does environmental regulation affect energy efficiency in China's thermal power generation? Empirical evidence from a slacks-based DEA model (2013)Treating Progress Functions as a Managerial Opportunity (1984)The Measurement of Efficiency of Production (1985)Tightening Environmental Standards: The Benefit-Cost or the No-Cost Paradigm? (1995)Technological change and the Environment (2003)A mathematical programming approach to constructing composite indicators (2007)Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA (2014)Measuring the efficiency of decision-making units (1979)A survey of DEA applications (2012)Network data envelopment analysis: A review (2014)On the estimation of technical inefficiency in the stochastic frontier production function model (1982)Toward a New Conception of the Environment-Competitiveness Relationship (1995)Environmental regulation, industrial innovation and green development of Chinese manufacturing: Based on an extended CDM model (2017)Can low-carbon city construction facilitate green growth? Evidence from China's pilot low-carbon city initiative (2019)Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors (2019)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A slacks-based measure of efficiency in data envelopment analysis (2001)A literature study for DEA applied to energy and environment (2016)The effects of three types of environmental regulation on eco-efficiency: A cross-region analysis in China (2016)Measuring performance of two-stage network structures by DEA: A review and future perspective (2009)Data envelopment analysis 1978–2010: A citation-based literature survey (2012)
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References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 2016Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries4,276 cited
  • 2007Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan1,369 cited
  • 2008Additive efficiency decomposition in two-stage DEA704 cited
  • 2003Eco-efficiency analysis of power plants: An extension of data envelopment analysis598 cited
  • 2008Eco-efficiency analysis of industrial system in China: A data envelopment analysis approach485 cited
  • 2008Linear programming models for measuring economy-wide energy efficiency performance473 cited
  • 2016Impact of energy conservation policies on the green productivity in China’s manufacturing sector: Evidence from a three-stage DEA model370 cited
  • 2000Estimating the linkage between energy efficiency and productivity347 cited
  • 2007An empirical analysis of energy efficiency in China's iron and steel sector316 cited
  • 2009DEA models with undesirable inputs and outputs304 cited
  • 2014Total-factor carbon emission performance of the Chinese transportation industry: A bootstrapped non-radial Malmquist index analysis262 cited
  • 2003DEA Malmquist productivity measure: New insights with an application to computer industry198 cited
  • 2010

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The necessity of distinguishing weak and strong disposability among undesirable outputs in DEA: Environmental performance of Chinese coal-fired power plants
196 cited
  • 2019A green home health care supply chain: New modified simulated annealing algorithms195 cited
  • 2013Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition192 cited
  • Cited by

    • 2021A Novel Hybrid Parametric and Non-Parametric Optimisation Model for Average Technical Efficiency Assessment in Public Hospitals during and Post-COVID-19 Pandemic53 cited
    • 2022Design of a Distribution Network in a Multi-product, Multi-period Green Supply Chain System Under Demand Uncertainty49 cited
    • 2021Developing a Novel Integrated Generalised Data Envelopment Analysis (DEA) to Evaluate Hospitals Providing Stroke Care Services46 cited
    • 2022Input/Output Variables Selection in Data Envelopment Analysis: A Shannon Entropy Approach38 cited
    • 2022Assessing the eco-efficiency of complex forestry enterprises using LCA/time-series DEA methodology38 cited
    • 2022An integrated artificial intelligence model for efficiency assessment in pharmaceutical companies during the COVID-19 pandemic35 cited
    • 2024Empowering Manufacturing Environments with Process Mining-Based Statistical Process Control16 cited