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Ali Emrouznejad's Data Envelopment Analysis

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    • 1 – Abstract
    • 2 – Introduction
    • 3 – Relative efficiency measurement
    • 4 – Weights to determine relative efficiency
    • 5 – Solutions to the DEA model
    • 6 – Graphical representation
    • 7 – The dual DEA model
    • 8 – Issues in DEA
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  • COOPER Framework
    • A Unified Process for Non-parametric Projects
    • Introduction
    • What is COOPER-framework?
    • Systematic presentation of the COOPER-framework
    • Concepts and objectives phase
    • On structuring data
    • Operational models
    • Performance comparison
    • Evaluation
    • Result and deployment
    • Conclusion
    • Download
  • DEA Survey paper
    • -Abstract
    • 1 – Introduction
    • 2- DEA bibliography
    • 3 – DEA publication statistics
      • 3.1. Statistics based on different years
      • 3.2. Statistics based on different journals
      • 3.3. Statistics based on different authors
      • 3.4. Statistics based on keywords used
      • 3.5. Statistics based on page numbers (size)
    • 4 – Current studies and future trends
    • 5 – Conclusions and discussions
    • Full paper – Download

Talluri S, SK Vickery and CL Droge (2003). “Transmuting Performance on Manufacturing Dimensions into Business Performance: An Exploratory Analysis of Efficiency Using DEA.” Int J Production Research 41(10): 2107-2123.

Thakur T, SG Deshmukh and SC Kaushik (2005). “Cost Benchmarking of Indian Electric Distribution Utilities Based on Data Envelopment Analysis.? in Iee Conference Publication, Institution of Electrical Engineers, Stevenage, SG1 2AY, UK. 5: 255-258.

Talluri S, MM Whiteside and SJ Seipel (2000). “A Nonparametric Stochastic Procedure for Fms Evaluation.” EJOR 124(3): 529-538.

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Talluri S, MM Whiteside and SJ Seipel (2000). “A Nonparametric Stochastic Procedure for Fms Evaluation.” EJOR 124(3): 529-538.

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Mergoni, A. A. Emrouznejad, and K. De Witte (2025) Fifty years of Data Envelopment Analysis, European Journal of Operational Research, 326 (3): 389-412, https://doi.org/10.1016/j.ejor.2024.12.049.


(CLICK HERE)
DEA Workshop: Efficiency and Productivity Assessment in Higher Education and Public Services: DEA, Machine Learning, and AI, April 16-17, 2026, Aston University, UK


DEA Course (CLICK HERE)
Dates:
Friday, June 12, 2026 – 10.00 to 17.30 (UK time)
Saturday, June 13, 2026 – 10.00 to 17.30 (UK time)
Presenters:
Professor Emmanuel Thanassoulis &
Professor Ali Emrouznejad


W W Cooper (Tributes)
by Ali Emrouznejad & Rajiv Banker


Follow us at the Centre for Business Analytics in Practice (CBAP) – University of Surrey


History of DEA from its developer
William W Cooper

Emrouznejad, A.(2016) Big Data Optimization: Recent Developments and Challenges, Springer


Emrouznejad, A. K. Petridis, and V. Charles (2023). Data Envelopment Analysis with GAMS: A Handbook on Productivity Analysis, and Performance Measurement, Springer, ISBN: 978-3-031-30700-3, https://doi.org/10.1007/978-3-031-30701-0

Order at Amazon – Download GAMS codes



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PIM-DEA SOFTWARE

Performance Improvement Management Software – PIM-DEA software


Emrouznejad A. & E. Cabanda (2014)
Managing Service Productivity : Uses of Frontier Efficiency Methodologies and MCDM for Improving Service Performance, Springer

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Emrouznejad, A. & W. Ho(2017) Fuzzy Analytic Hierarchy Process. CRC Press Publisher: Taylor & Francis.

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Advances in the Theory and Applications of Performance Measurement and Management: Proceedings of DEA45Download


Emrouznejad, A. & M. Tavana (2014)
Performance Measurement with Fuzzy DEA, Springer

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Emrouznejad A. & W. Ho (2012) Applied Operational Research with SAS, including SAS DEA software, Taylor & Francis.

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Osman, I. H., A. L. Anouze & A. Emrouznejad (2014)
Strategic Performance Management &
Measurement Using DEA. IGI Global, USA.

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@1995-2012 [Ali Emrouznejad]

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