Concepedia

Predictive Performance Analytics

Predictive Performance Analytics is a form of performance analytics that employs statistical modeling and machine learning techniques to forecast future performance outcomes based on historical and real-time data.

186

Publications

11.4K

Citations

611

Authors

280

Institutions

Publications per year

2017–2026

118

Parents

Publications

186

Modeling the performance prediction problem in industrial and organizational psychology.

John P. Campbell · 1990 · 1.5K citations

, , +12

Bias in data‐driven artificial intelligence systems—An introductory survey

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 989 citations · Full text

, , +17

The role of digital technologies for the service transformation of industrial companies

Marco Ardolino, Mario Rapaccini, Nicola Saccani et al. · International Journal of Production Research · 2017 · 694 citations · Full text

, , +11

Measuring the predictive performance of computer-controlled infusion pumps

John R. Varvel, David L. Donoho, Steven L. Shafer · Journal of Pharmacokinetics and Biopharmaceutics · 1992 · 483 citations

, , +8

Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning

Archana Ganapathi, Harumi Kuno, Umeshwar Dayal et al. · Proceedings - International Conference on Data Engineering · 2009 · 322 citations

, , +16

1–5 of 186

Authors

611

  1. HN
    Hoang Nguyen

    Queensland University of Technology, Australia

    2 publications · 64 citations

    2

    h-index

  2. MD
    Marlon Dumas

    University of Tartu, Estonia

    2 publications · 64 citations

    2

    h-index

  3. UD
    Umeshwar Dayal

    Hewlett-Packard (United States), United States

    2 publications · 350 citations

    2

    h-index

  4. AC
    Adolfo Crespo Márquez

    Universidad de Sevilla, Spain

    2 publications · 60 citations

    2

    h-index

  5. PC
    Paul Comitz

    Boeing (United States), United States

    2 publications · 62 citations

    2

    h-index

1–5 of 611

Institutions

280

  1. IBM (United States)

    Armonk, United States

    4 h-index

    4 publications

    115 citations

  2. Embry–Riddle Aeronautical University

    Daytona, United States

    3 h-index

    3 publications

    80 citations

  3. Hewlett-Packard (United States)

    Palo Alto, United States

    3 h-index

    10 publications

    1.2K citations

  4. Duke University

    Durham, United States

    3 h-index

    7 publications

    259 citations

  5. University of British Columbia

    Vancouver, Canada

    3 h-index

    13 publications

    491 citations

  6. University of California, Berkeley

    Berkeley, United States

    3 h-index

    8 publications

    2.4K citations

  7. Stanford University

    Stanford, United States

    3 h-index

    3 publications

    662 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    3 publications

    92 citations

1–8 of 280

Venues

  1. Journal of Quantitative Analysis in Sports

    5 publications · 119 citations

    5

    h-index

  2. Computers in Industry

    2 publications · 60 citations

    2

    h-index

  3. Journal of Business and Economic Statistics

    JBES · 2 publications · 48 citations

    2

    h-index

  4. PubMed

    Repository · 3 publications · 210 citations

    2

    h-index

  5. SSRN Electronic Journal

    Repository · 2 publications · 70 citations

    2

    h-index

1–5