Concepedia

Data Transformation Pipelines

Data Transformation Pipelines is a methodological framework within data engineering that orchestrates the systematic processing, cleaning, enrichment, and structuring of raw data into curated, analytics-ready formats for downstream consumption in a Data Lakehouse Architecture.

179

Publications

11K

Citations

675

Authors

320

Institutions

Publications per year

2017–2026

103

Parents

Publications

179

PGDSpider: an automated data conversion tool for connecting population genetics and genomics programs

Heidi E. L. Lischer, Laurent Excoffier · Bioinformatics · 2011 · 1.4K citations · Full text

, , +13

Informatics and Data Mining Tools and Strategies for the Human Connectome Project

Daniel S. Marcus, John Harwell, Timothy R. Olsen et al. · Frontiers in Neuroinformatics · 2011 · 779 citations · Full text

, , +16

ShortRead: a bioconductor package for input, quality assessment and exploration of high-throughput sequence data

Martin Morgan, Simon Anders, Michael Lawrence et al. · Bioinformatics · 2009 · 589 citations · Full text

, , +17

Optimally estimating the sample standard deviation from the five‐number summary

Jiandong Shi, Dehui Luo, Hong Weng et al. · Research Synthesis Methods · 2020 · 576 citations

, , +14

<tt>VariantAnnotation</tt> : a <tt>Bioconductor</tt> package for exploration and annotation of genetic variants

Valerie Obenchain, Michael Lawrence, Vincent J. Carey et al. · Bioinformatics · 2014 · 390 citations · Full text

, , +12

1–5 of 179

Authors

675

  1. GP
    Gilberto Pastorello

    Lawrence Berkeley National Laboratory, United States

    3 publications · 48 citations

    3

    h-index

  2. IF
    Ihab F. Ilyas

    University of Waterloo, Canada

    3 publications · 77 citations

    3

    h-index

  3. ZJ
    Zhongjun Jin

    University of Michigan, United States

    3 publications · 152 citations

    3

    h-index

  4. MM
    Martin Morgan

    Washington State University, United States

    2 publications · 979 citations

    2

    h-index

  5. ZZ
    Zijian Zheng

    Microsoft (United States), United States

    2 publications · 120 citations

    2

    h-index

1–5 of 675

Institutions

320

  1. University of Waterloo

    Waterloo, Canada

    5 h-index

    8 publications

    222 citations

  2. National University of Singapore

    Singapore, Singapore

    5 h-index

    7 publications

    320 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    7 publications

    247 citations

  4. University of Michigan

    Ann Arbor, United States

    4 h-index

    10 publications

    554 citations

  5. Fred Hutch Cancer Center

    Seattle, United States

    3 h-index

    13 publications

    6.1K citations

  6. King's College London

    London, United Kingdom

    3 h-index

    5 publications

    185 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    13 publications

    945 citations

  8. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    87 citations

1–8 of 320

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 7 publications · 175 citations

    7

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 6 publications · 273 citations

    6

    h-index

  3. Bioinformatics

    5 publications · 2.4K citations

    5

    h-index

  4. arXiv (Cornell University)

    Repository · 4 publications · 69 citations

    4

    h-index

  5. Expert Systems with Applications

    4 publications · 114 citations

    4

    h-index

1–5