Concepedia

Domain Knowledge Integration

Domain Knowledge Integration is the systematic incorporation of domain-specific insights, principles, or constraints into the design or adaptation of computational models, distinguishing it from general or domain-agnostic feature engineering approaches.

1.4K

Publications

75.7K

Citations

5.1K

Authors

1.4K

Institutions

Publications per year

2017–2026

596

Parents

Publications

1.4K

Neural Architectures for Named Entity Recognition

Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al. · 2016 · 4.4K citations · Full text

, , +16

Transferring, Translating, and Transforming: An Integrative Framework for Managing Knowledge Across Boundaries

Paul R. Carlile · Organization Science · 2004 · 3K citations

, , +17

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Anuj Karpatne, Gowtham Atluri, James H. Faghmous et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 1.5K citations · Full text

, , +17

Exploring Intuition and its Role in Managerial Decision Making

Erik Dane, Michael G. Pratt · Academy of Management Review · 2007 · 1.5K citations

, , +17

Explainable Machine Learning for Scientific Insights and Discoveries

Ribana Roscher, Bastian Bohn, Marco F. Duarte et al. · IEEE Access · 2020 · 973 citations · Full text

, , +15

1–5 of 1.4K

Authors

5.1K

  1. TC
    Tat‐Seng Chua

    National University of Singapore, Singapore

    8 publications · 465 citations

    8

    h-index

  2. AS
    Amit Sheth

    Wright State University, United States

    8 publications · 199 citations

    8

    h-index

  3. AG
    Amélie Gyrard

    Wright State University, United States

    5 publications · 175 citations

    5

    h-index

  4. RD
    Randall Davis

    Massachusetts Institute of Technology, United States

    5 publications · 284 citations

    5

    h-index

  5. RS
    Rainer Stiefelhagen

    Karlsruhe Institute of Technology, Germany

    4 publications · 158 citations

    4

    h-index

1–5 of 5.1K

Institutions

1.4K

  1. Carnegie Mellon University

    Pittsburgh, United States

    21 h-index

    75 publications

    25.4K citations

  2. Stanford University

    Stanford, United States

    19 h-index

    45 publications

    5.3K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    18 h-index

    48 publications

    1.7K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    17 h-index

    36 publications

    1.6K citations

  5. Tsinghua University

    Beijing, China

    17 h-index

    73 publications

    5.8K citations

  6. Harbin Institute of Technology

    Harbin, China

    15 h-index

    56 publications

    2K citations

  7. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    51 publications

    2.8K citations

  8. University of Michigan

    Ann Arbor, United States

    14 h-index

    37 publications

    1.1K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 40 publications · 1.4K citations

    21

    h-index

  2. IEEE Access

    18 publications · 1.5K citations

    15

    h-index

  3. BMC Bioinformatics

    13 publications · 681 citations

    13

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 13 publications · 437 citations

    12

    h-index

  5. PubMed

    Repository · 11 publications · 212 citations

    10

    h-index

1–5