Concepedia

Data Exploration

Data Exploration is a systematic analytical process within the domain of interactive data analysis that involves the iterative examination and visualization of datasets to identify patterns, anomalies, and underlying structures without predefined hypotheses.

1.1K

Publications

100.5K

Citations

3.9K

Authors

1.3K

Institutions

Publications per year

2017–2026

441

Parents

Publications

1.1K

A protocol for data exploration to avoid common statistical problems

Alain F. Zuur, Elena N. Ieno, Chris S. Elphick · Methods in Ecology and Evolution · 2009 · 8.1K citations · Full text

, , +17

mixOmics: An R package for ‘omics feature selection and multiple data integration

Florian Rohart, Benoît Gautier, Amrit Singh et al. · PLoS Computational Biology · 2017 · 3.9K citations · Full text

, , +17

An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.

Carolin Strobl, James D. Malley, Gerhard Tutz · Psychological Methods · 2009 · 2.6K citations · Full text

, , +17

<b>unmarked</b>: An<i>R</i>Package for Fitting Hierarchical Models of Wildlife Occurrence and Abundance

Richard B. Chandler · Journal of Statistical Software · 2011 · 2.2K citations · Full text

, , +14

Anvi’o: an advanced analysis and visualization platform for ‘omics data

A. Murat Eren, Özcan C. Esen, Christopher Quince et al. · PeerJ · 2015 · 2.1K citations · Full text

, , +17

1–5 of 1.1K

Authors

3.9K

  1. AP
    Aditya Parameswaran

    Stanford University, United States

    11 publications · 369 citations

    11

    h-index

  2. KM
    Kwan‐Liu Ma

    University of California, Davis, United States

    10 publications · 375 citations

    10

    h-index

  3. BS
    Ben Shneiderman

    University of Maryland, College Park, United States

    9 publications · 626 citations

    9

    h-index

  4. DA
    Daniel A. Keim

    University of Konstanz, Germany

    8 publications · 2.8K citations

    8

    h-index

  5. BL
    Bongshin Lee

    Microsoft (United States), United States

    8 publications · 566 citations

    8

    h-index

1–5 of 3.9K

Institutions

1.3K

  1. Microsoft (United States)

    Redmond, United States

    22 h-index

    47 publications

    3.3K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    18 h-index

    43 publications

    4.5K citations

  3. University of California, Davis

    Davis, United States

    16 h-index

    60 publications

    2K citations

  4. Harvard University Press

    Cambridge, United States

    16 h-index

    37 publications

    2.1K citations

  5. University of Maryland, College Park

    College Park, United States

    14 h-index

    34 publications

    1.8K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    14 h-index

    56 publications

    2.7K citations

  7. The University of Melbourne

    Melbourne, Australia

    13 h-index

    28 publications

    11.1K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    28 publications

    1.8K citations

1–8 of 1.3K

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 72 publications · 7.6K citations

    41

    h-index

  2. arXiv (Cornell University)

    Repository · 26 publications · 1.1K citations

    19

    h-index

  3. BMC Bioinformatics

    20 publications · 1.7K citations

    17

    h-index

  4. Bioinformatics

    21 publications · 3.1K citations

    16

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 17 publications · 525 citations

    13

    h-index

1–5