Concepedia

Performance Metric Analysis

Performance Metric Analysis is a systematic academic methodology that belongs to the category of performance evaluation techniques, distinguished by its focus on the identification, quantification, and interpretation of specific metrics used to assess the effectiveness, efficiency, or behavior of parametric models or systems under varying conditions.

213

Publications

11.3K

Citations

626

Authors

344

Institutions

Publications per year

2017–2026

71

Parents

Publications

213

A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

Alexei Botchkarev · Interdisciplinary Journal of Information Knowledge and Management · 2019 · 611 citations · Full text

, , +13

Designing performance measures: a structured approach

Andy Neely, Huw Richards, John Mills et al. · International Journal of Operations & Production Management · 1997 · 594 citations

, , +16

State of the art literature review on performance measurement

Sai Nudurupati, Umit Bititci, Felix T.S. Chan · Computers & Industrial Engineering · 2010 · 470 citations

, , +13

Multiple Perspectives of Performance Measures

Robert H. Chenhall, Kim Langfield‐Smith · European Management Journal · 2007 · 406 citations

, , +14

Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology

Alexei Botchkarev · arXiv (Cornell University) · 2018 · 391 citations · Full text

, , +12

1–5 of 213

Authors

626

  1. YJ
    Yaochu Jin

    University of Surrey, United Kingdom

    3 publications · 301 citations

    3

    h-index

  2. RC
    Ran Cheng

    Southern University of Science and Technology, China

    3 publications · 301 citations

    3

    h-index

  3. YT
    Ye Tian

    Anhui University, China

    3 publications · 301 citations

    3

    h-index

  4. XZ
    Xingyi Zhang

    Anhui University, China

    3 publications · 301 citations

    3

    h-index

  5. UB
    Umit Bititci

    University of Strathclyde, United Kingdom

    3 publications · 768 citations

    3

    h-index

1–5 of 626

Institutions

344

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    120 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    9 publications

    3.1K citations

  3. University of Strathclyde

    Glasgow, United Kingdom

    4 h-index

    7 publications

    1.4K citations

  4. Qatar University

    Doha, Qatar

    3 h-index

    3 publications

    341 citations

  5. Brigham and Women's Hospital

    Boston, United States

    3 h-index

    7 publications

    184 citations

  6. University of Connecticut

    Storrs, United States

    3 h-index

    6 publications

    242 citations

  7. University of New Orleans

    New Orleans, United States

    3 h-index

    5 publications

    390 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    5 publications

    97 citations

1–8 of 344

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 562 citations

    4

    h-index

  2. ACM SIGMETRICS Performance Evaluation Review

    PER · 3 publications · 146 citations

    3

    h-index

  3. Production and Operations Management

    POMS · 3 publications · 107 citations

    3

    h-index

  4. 3

    h-index

  5. Journal of Management & Governance

    2 publications · 54 citations

    2

    h-index

1–5