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A Novel Machine Learning Approach Combined with Optimization Models for Eco-efficiency Evaluation
16 references·8 citing·36 second hop
A Novel Machine Learning Approach Combined with Optimization Models for Eco-efficiency Evaluation (2020)A Novel Machine Learning Approach Combine…Efficiency evaluation and dynamic evolution of China’s regional green economy: A method based on the Super-PEBM model and DEA window analysis (2020)Efficiency evaluation and dyn…The impact of Engineering, Procurement and Construction (EPC) Phases on Project Performance: A Case of Large-scale Residential Construction Project (2019)The impact of Engineering, Pr…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…Eco-efficiency of the world cement industry: A data envelopment analysis (2011)Eco-efficiency of the world c…China’s regional energy and environmental efficiency: A DEA window analysis based dynamic evaluation (2011)China’s regional energy and e…Total-factor energy efficiency in developing countries (2010)Total-factor energy efficienc…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…A sequential Malmquist–Luenberger productivity index: Environmentally sensitive productivity growth considering the progressive nature of technology (2010)A sequential Malmquist–Luenbe…Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis (2009)Exploring the existence of Ku…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…Eco-efficiency analysis of power plants: An extension of data envelopment analysis (2003)Eco-efficiency analysis of po…Data Envelopment Analysis Theory, Methodology and Applications (1997)Data Envelopment Analysis The…A developmental study of data envelopment analysis in measuring the efficiency of maintenance units in the U.S. air forces (1984)A developmental study of data…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…Forestry Resource Efficiency, Total Factor Productivity Change, and Regional Technological Heterogeneity in China (2024)Forestry Resource Efficiency,…Scientometric review and analysis of recent approaches to stock market forecasting: Two decades survey (2022)Scientometric review and anal…Design of a Distribution Network in a Multi-product, Multi-period Green Supply Chain System Under Demand Uncertainty (2022)Design of a Distribution Netw…Window data envelopment analysis approach: A review and bibliometric analysis (2021)Window data envelopment analy…Support vector frontiers: A new approach for estimating production functions through support vector machines (2021)Support vector frontiers: A n…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…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 intelligen…The Measurement of Productive Efficiency (1957)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)The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity (1982)Does internet development improve green total factor energy efficiency? Evidence from China (2021)Energy efficiency and sustainable development goals (SDGs) (2021)Productivity and Undesirable Outputs: A Directional Distance Function Approach (1997)Characteristics of a polluting technology: theory and practice (2004)Metafroniter energy efficiency with CO 2 emissions and its convergence analysis for China (2015)Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries (2016)Technology advance and the carbon dioxide emission in China – Empirical research based on the rebound effect (2016)The internal-structural effects of different types of environmental regulations on China's green total-factor productivity (2022)Data Envelopment Analysis: Theory, Methodology, and Applications (1994)How industrialization and urbanization process impacts on CO 2 emissions in China: Evidence from nonparametric additive regression models (2015)Environmental regulation and environmental productivity: The case of China (2016)Resource abundance, industrial structure, and regional carbon emissions efficiency in China (2019)Measuring the efficiency of decision-making units (1979)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)Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas (1986)Data Envelopment Analysis: History, Models, and Interpretations (2011)Dynamic DEA with network structure: A slacks-based measure approach (2013)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A slacks-based measure of efficiency in data envelopment analysis (2001)Regional environmental efficiency evaluation in China: Analysis based on the Super-SBM model with undesirable outputs (2012)Environmental performance evaluation with big data: theories and methods (2016)Estimation of eco-efficiency and its influencing factors in Guangdong province based on Super-SBM and panel regression models (2017)Slack-adjusted efficiency measures and ranking of efficient units (1996)Measuring Efficiency in Local Government: An Analysis of New South Wales Municipalities' Domestic Waste Management Function (2001)Performance evaluation of the English Premier Football League with data envelopment analysis (2006)
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References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 1984A developmental study of data envelopment analysis in measuring the efficiency of maintenance units in the U.S. air forces728 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
  • 2010Total-factor energy efficiency in developing countries407 cited
  • 2011China’s regional energy and environmental efficiency: A DEA window analysis based dynamic evaluation384 cited
  • 1997Data Envelopment Analysis Theory, Methodology and Applications330 cited
  • 2009DEA models with undesirable inputs and outputs304 cited
  • 2010A sequential Malmquist–Luenberger productivity index: Environmentally sensitive productivity growth considering the progressive nature of technology230 cited
  • 2009Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis230 cited
  • 2010The necessity of distinguishing weak and strong disposability among undesirable outputs in DEA: Environmental performance of Chinese coal-fired power plants196 cited
  • 2013Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition

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192 cited
  • 2011Eco-efficiency of the world cement industry: A data envelopment analysis189 cited
  • 2020Efficiency evaluation and dynamic evolution of China’s regional green economy: A method based on the Super-PEBM model and DEA window analysis120 cited
  • 2019The impact of Engineering, Procurement and Construction (EPC) Phases on Project Performance: A Case of Large-scale Residential Construction Project115 cited
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    • 2021Support vector frontiers: A new approach for estimating production functions through support vector machines59 cited
    • 2021Window data envelopment analysis approach: A review and bibliometric analysis56 cited
    • 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
    • 2024Forestry Resource Efficiency, Total Factor Productivity Change, and Regional Technological Heterogeneity in China41 cited