Concepedia

Feature Engineering For Knowledge Graphs

Feature Engineering for Knowledge Graphs is a methodological framework within domain-specific feature design that systematically constructs and transforms structural, semantic, and relational attributes from knowledge graph data to enhance the performance of machine learning models in knowledge-driven tasks.

20

Publications

768

Citations

79

Authors

40

Institutions

Publications per year

2017–2026

13

Parents

Publications

20

Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks

Krzysztof Krawiec · Genetic Programming and Evolvable Machines · 2002 · 178 citations

, , +15

Neuro-symbolic representation learning on biological knowledge graphs

Mona Alshahrani, Omar Maddouri, Akira R. Kinjo et al. · Bioinformatics · 2017 · 151 citations · Full text

, , +14

Brainwash: A data system for feature engineering

Michael R. Anderson, Dolan Antenucci, Victor Bittorf et al. · 2013 · 103 citations

, , +10

A knowledge graph empowered online learning framework for access control decision-making

Mingshan You, Jiao Yin, Hua Wang et al. · World Wide Web · 2022 · 78 citations · Full text

, , +17

The knowledge graph as the default data model for learning on heterogeneous knowledge

Xander Wilcke, Peter Bloem, Victor de Boer · Data Science · 2017 · 72 citations · Full text

, , +16

1–5 of 20

Authors

79

  1. EB
    Elisa Bertino

    Purdue University West Lafayette, United States

    1 publications · 78 citations

    1

    h-index

  2. JC
    Jiaoyan Chen

    University of Oxford, United Kingdom

    1 publications · 19 citations

    1

    h-index

  3. NZ
    Ningyu Zhang

    Zhejiang University, China

    1 publications · 19 citations

    1

    h-index

  4. MA
    Martin Atzmueller

    University of Kassel, Germany

    1 publications · 12 citations

    1

    h-index

  5. JV
    Jan Vanthienen

    KU Leuven, Belgium

    1 publications · 10 citations

    1

    h-index

1–5 of 79

Institutions

40

  1. Battelle

    Columbus, United States

    1 h-index

    3 publications

    48 citations

  2. AT&T (United States)

    Bedminster, United States

    1 h-index

    1 publications

    15 citations

  3. Robert Bosch (Taiwan)

    Taipei, Taiwan

    1 h-index

    3 publications

    72 citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    19 citations

  5. KU Leuven

    Leuven, Belgium

    1 h-index

    2 publications

    20 citations

  6. Arizona State University

    Tempe, United States

    1 h-index

    3 publications

    48 citations

  7. University of Information Technology and Management in Rzeszow

    Rzeszów, Poland

    1 h-index

    2 publications

    26 citations

  8. Zhejiang Lab

    Hangzhou, China

    1 h-index

    3 publications

    57 citations

1–8 of 40

Venues

  1. IEEE Internet of Things Journal

    1 publications · 23 citations

    1

    h-index

  2. IEEE Access

    1 publications · 29 citations

    1

    h-index

  3. Knowledge-Based Systems

    1 publications · 39 citations

    1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 28 citations

    1

    h-index

  5. Bioinformatics

    1 publications · 151 citations

    1

    h-index

1–5