Concepedia

Experimentation Pipelines

Experimentation Pipeline is a structured computational framework that orchestrates the sequential execution, management, and evaluation of experimental workflows in systematic empirical research, distinguishing itself by integrating automated stages for hypothesis testing, data processing, model training, validation, and result aggregation within an experimentation platform.

93

Publications

7.4K

Citations

533

Authors

264

Institutions

Publications per year

2017–2026

47

Parents

Publications

93

The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments

Krzysztof J. Gorgolewski, Tibor Auer, Vince D. Calhoun et al. · Scientific Data · 2016 · 1.9K citations · Full text

, , +16

The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud

Katherine Wolstencroft, Robert Haines, Donal Fellows et al. · Nucleic Acids Research · 2013 · 682 citations · Full text

, , +16

Tslearn, A Machine Learning Toolkit for Time Series Data

Romain Tavenard, Johann Faouzi, Gilles Vandewiele et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2020 · 422 citations · Full text

, , +15

Overlapping experiment infrastructure

Diane Tang, Ashish Agarwal, Deirdre O'Brien et al. · 2010 · 319 citations

, , +8

An online database for plant image analysis software tools

Guillaume Lobet, Xavier Draye, Claire Périlleux · Plant Methods · 2013 · 235 citations · Full text

, , +9

1–5 of 93

Authors

533

  1. JF
    Juliana Freire

    New York University, United States

    3 publications · 152 citations

    3

    h-index

  2. ES
    Emily S. Kappenman

    University of California, Davis, United States

    2 publications · 249 citations

    2

    h-index

  3. DS
    Dennis Shasha

    New York University, United States

    2 publications · 137 citations

    2

    h-index

  4. JA
    Jessica A. Turner

    Georgia State University, United States

    2 publications · 1.9K citations

    2

    h-index

  5. CK
    Christian Kröher

    University of Hildesheim, Germany

    2 publications · 28 citations

    2

    h-index

1–5 of 533

Institutions

264

  1. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    53 publications

    6.7K citations

  2. Stanford University

    Stanford, United States

    6 h-index

    37 publications

    13.2K citations

  3. University of Oxford

    Oxford, United Kingdom

    6 h-index

    9 publications

    2.2K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    11 publications

    734 citations

  5. University of Washington

    Seattle, United States

    5 h-index

    12 publications

    2.7K citations

  6. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    5 h-index

    29 publications

    4.7K citations

  7. University of California, Irvine

    Irvine, United States

    5 h-index

    6 publications

    2.2K citations

  8. Argonne National Laboratory

    Lemont, United States

    5 h-index

    28 publications

    2.1K citations

1–8 of 264

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 136 citations

    3

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 89 citations

    3

    h-index

  3. Nucleic Acids Research

    3 publications · 759 citations

    3

    h-index

  4. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 2 publications · 44 citations

    2

    h-index

  5. F1000Research

    2 publications · 52 citations

    2

    h-index

1–5