Concepedia

Empirical Evaluation

Empirical Evaluation is a systematic academic method that belongs to the class of evaluation approaches relying on observable and measurable evidence, distinguished by its application of experimental, observational, or case-based data to assess the validity, effectiveness, or performance of architectural artifacts, decisions, or processes.

13.5K

Publications

944.2K

Citations

32.3K

Authors

5.4K

Institutions

Publications per year

2017–2026

4.1K

Parents

Publications

13.5K

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Jun‐Young Chung, Çağlar Gülçehre, Kyunghyun Cho et al. · arXiv (Cornell University) · 2014 · 10.8K citations · Full text

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Fast algorithms for mining association rules

Rakesh Agrawal, Ramakrishnan Srikant · 1998 · 10.8K citations

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An Empirical Evaluation of Accounting Income Numbers

Ray Ball, Philip Brown · Journal of Accounting Research · 1968 · 6.6K citations

, , +11

Large-Scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, Sanketh Shetty et al. · 2014 · 6.3K citations

, , +15

Isolation Forest

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · 2008 · 5.6K citations

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1–5 of 13.5K

Authors

32.3K

  1. MH
    Mark Harman

    University College London, United Kingdom

    40 publications · 3.4K citations

    31

    h-index

  2. GR
    Gregg Rothermel

    University of Nebraska–Lincoln, United States

    40 publications · 3.3K citations

    29

    h-index

  3. DL
    David Lo

    Singapore Management University, Singapore

    33 publications · 2.2K citations

    26

    h-index

  4. TN
    Tien N. Nguyen

    Iowa State University, United States

    30 publications · 2.4K citations

    25

    h-index

  5. AO
    Alessandro Orso

    Georgia Institute of Technology, United States

    27 publications · 2.2K citations

    24

    h-index

1–5 of 32.3K

Institutions

5.4K

  1. Carnegie Mellon University

    Pittsburgh, United States

    55 h-index

    291 publications

    32.2K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    51 h-index

    209 publications

    18.1K citations

  3. University of British Columbia

    Vancouver, Canada

    43 h-index

    167 publications

    12.4K citations

  4. Stanford University

    Stanford, United States

    43 h-index

    137 publications

    29.8K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    42 h-index

    143 publications

    17.6K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    42 h-index

    178 publications

    13.6K citations

  7. University of Michigan

    Ann Arbor, United States

    41 h-index

    158 publications

    16.6K citations

  8. Google (United States)

    Mountain View, United States

    41 h-index

    117 publications

    48.2K citations

1–8 of 5.4K

Venues

  1. IEEE Transactions on Software Engineering

    TSE · 118 publications · 12.6K citations

    59

    h-index

  2. arXiv (Cornell University)

    Repository · 342 publications · 40.8K citations

    59

    h-index

  3. SSRN Electronic Journal

    Repository · 260 publications · 10.4K citations

    50

    h-index

  4. Empirical Software Engineering

    76 publications · 4.3K citations

    37

    h-index

  5. Sustainability

    111 publications · 4.3K citations

    35

    h-index

1–5