Concepedia

Composite Feature Construction

Composite Feature Construction is a feature engineering methodology that involves the creation of new features through the systematic combination of two or more primitive or derived features, distinguished by its explicit focus on generating higher-level representations that capture synergistic or interactive information beyond the sum of individual components.

42

Publications

1.6K

Citations

150

Authors

67

Institutions

Publications per year

2017–2026

15

Parents

Publications

42

Using spatio-temporal information in API calls with machine learning algorithms for malware detection

Faraz Ahmed, Haider Hameed, Muhammad Shafiq et al. · 2009 · 155 citations

, , +16

EvoFIT

Charlie D. Frowd, Peter Hancock, Derek Carson · ACM Transactions on Applied Perception · 2004 · 135 citations

, , +7

Identifying 5-methylcytosine sites in RNA sequence using composite encoding feature into Chou's PseKNC

M. Fazli Sabooh, Nadeem Iqbal, Mukhtaj Khan et al. · Journal of Theoretical Biology · 2018 · 111 citations

, , +13

Integrating audio and visual information to provide highly robust speech recognition

M. Tomlinson, Martin Russell, N. Michael Brooke · 2002 · 108 citations

, , +15

The relative importance of external and internal features of facial composites

Charlie D. Frowd, Vicki Bruce, Alex H. McIntyre et al. · British Journal of Psychology · 2006 · 94 citations

, , +13

1–5 of 42

Authors

150

  1. CD
    Charlie D. Frowd

    University of Lancashire, United Kingdom

    2 publications · 229 citations

    2

    h-index

  2. CT
    Chinae Thammarongtham

    King Mongkut's University of Technology Thonburi, Thailand

    2 publications · 68 citations

    2

    h-index

  3. SL
    Supatcha Lertampaiporn

    King Mongkut's University of Technology Thonburi, Thailand

    2 publications · 68 citations

    2

    h-index

  4. PH
    Peter Hancock

    University of Stirling, United Kingdom

    2 publications · 229 citations

    2

    h-index

  5. MD
    Marcus Dittrich

    University of Würzburg, Germany

    1 publications · 65 citations

    1

    h-index

1–5 of 150

Institutions

67

  1. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    2 publications

    108 citations

  2. University of Stirling

    Stirling, United Kingdom

    2 h-index

    6 publications

    687 citations

  3. King Mongkut's University of Technology Thonburi

    Bangkok, Thailand

    2 h-index

    9 publications

    326 citations

  4. Center for Responsible Travel

    Washington, United States

    1 h-index

    1 publications

    30 citations

  5. Abdul Wali Khan University Mardan

    Mardan, Pakistan

    1 h-index

    4 publications

    444 citations

  6. Xidian University

    Xi'an, China

    1 h-index

    8 publications

    248 citations

  7. Universidade de Santiago de Compostela

    Santiago de Compostela, Spain

    1 h-index

    3 publications

    39 citations

  8. Peking University

    Beijing, China

    1 h-index

    1 publications

    14 citations

1–8 of 67

Venues

  1. IEEE Access

    2 publications · 59 citations

    2

    h-index

  2. Journal of Physics Conference Series

    1 publications · 11 citations

    1

    h-index

  3. 1

    h-index

  4. Journal of Networks

    JNW · 1 publications · 26 citations

    1

    h-index

  5. ACM Transactions on Applied Perception

    TAP · 1 publications · 135 citations

    1

    h-index

1–5