Concepedia

Knowledge Discovery

Knowledge Discovery is the systematic academic process of identifying, extracting, and interpreting previously unknown, valid, and actionable patterns or insights from structured or unstructured data within the broader domains of Knowledge Creation, Knowledge Networks, and Knowledge Reuse.

2.8K

Publications

214.8K

Citations

6.7K

Authors

2K

Institutions

Publications per year

2017–2026

590

Parents

Children

Publications

2.8K

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

, , +17

Data mining and knowledge discovery: making sense out of data

U.M. Feyyad · IEEE Expert · 1996 · 4.7K citations

, , +12

From Data Mining to Knowledge Discovery in Databases

1996 · 4.7K citations

, , +10

Knowledge engineering: Principles and methods

Rudi Studer, V. Richard Benjamins, Dieter Fensel · Data & Knowledge Engineering · 1998 · 3.6K citations

, , +11

Knowledge and the Flow of Information.

William P. Alston, Fred Dretske · The Philosophical Review · 1983 · 3.3K citations

, , +10

1–5 of 2.8K

Authors

6.7K

  1. DJ
    Diane J. Cook

    Washington State University, United States

    18 publications · 1.6K citations

    15

    h-index

  2. LB
    Lawrence B. Holder

    The University of Texas at Arlington, United States

    18 publications · 1.5K citations

    15

    h-index

  3. GP
    Gregory Piatetsky-Shapiro

    TE Laboratories (Ireland), Ireland

    15 publications · 6.3K citations

    14

    h-index

  4. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    17 publications · 3.2K citations

    14

    h-index

  5. UM
    Usama M. Fayyad

    Jet Propulsion Laboratory, United States

    14 publications · 7.5K citations

    13

    h-index

1–5 of 6.7K

Institutions

2K

  1. Carnegie Mellon University

    Pittsburgh, United States

    26 h-index

    87 publications

    8.3K citations

  2. New York University

    New York, United States

    23 h-index

    36 publications

    9.6K citations

  3. Stanford University

    Stanford, United States

    20 h-index

    56 publications

    4.6K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    19 h-index

    49 publications

    2.8K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    18 h-index

    55 publications

    1.6K citations

  6. University of Washington

    Seattle, United States

    17 h-index

    39 publications

    2.9K citations

  7. University of Southern California

    Los Angeles, United States

    17 h-index

    31 publications

    5.9K citations

  8. University of Technology Sydney

    Sydney, Australia

    17 h-index

    35 publications

    2K citations

1–8 of 2K

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 43 publications · 17K citations

    31

    h-index

  2. Expert Systems with Applications

    51 publications · 3.2K citations

    26

    h-index

  3. Knowledge-Based Systems

    36 publications · 1.7K citations

    23

    h-index

  4. Communications of the ACM

    21 publications · 4.9K citations

    20

    h-index

  5. Scientometrics

    23 publications · 1.8K citations

    18

    h-index

1–5