Concepedia

Interaction Feature Construction

Interaction Feature Construction is a feature engineering technique that generates new features by systematically combining existing variables through multiplicative or functional interactions to capture synergistic relationships not representable by individual features alone.

8

Publications

485

Citations

38

Authors

22

Institutions

Publications per year

2017–2026

4

Parents

Publications

8

Learning an Image-Based Motion Context for Multiple People Tracking

Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova et al. · 2014 · 290 citations

, , +16

Paradigm shift: unified and associative feature-based concurrent and collaborative engineering

Gang Chen, Georg Thimm · Journal of Intelligent Manufacturing · 2008 · 94 citations

, , +16

Feature construction from synergic pairs to improve microarray-based classification

Blaise Hanczar, Jean‐Daniel Zucker, Corneliu Hénégar et al. · Bioinformatics · 2007 · 21 citations · Full text

, , +15

DeepARV: ensemble deep learning to predict drug-drug interaction of clinical relevance with antiretroviral therapy

Thao Pham, Mohamed Ghafoor, Sandra Grañana‐Castillo et al. · npj Systems Biology and Applications · 2024 · 21 citations · Full text

, , +14

Product modeling framework based on interaction feature pair

Zhijia Xu, Jie Zhang, Yuan Li et al. · Computer-Aided Design · 2013 · 20 citations

, , +11

1–5 of 8

Authors

38

  1. TP
    Thao Pham

    Sorbonne Université, France

    1 publications · 21 citations

    1

    h-index

  2. RM
    Raihani Mohamed

    Universiti Putra Malaysia, Malaysia

    1 publications · 12 citations

    1

    h-index

  3. MG
    Mohamed Ghafoor

    Lung Institute, United States

    1 publications · 21 citations

    1

    h-index

  4. ZX
    Zhijia Xu

    South China University of Technology, China

    1 publications · 20 citations

    1

    h-index

  5. BH
    Blaise Hanczar

    Informatique, BioInformatique, Systèmes Complexes, France

    1 publications · 21 citations

    1

    h-index

1–5 of 38

Institutions

22

  1. Xi'an Polytechnic University

    Xi'an, China

    1 h-index

    1 publications

    20 citations

  2. Imperial College London

    London, United Kingdom

    1 h-index

    1 publications

    21 citations

  3. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    2 publications

    188 citations

  4. University of Liverpool

    Liverpool, United Kingdom

    1 h-index

    8 publications

    168 citations

  5. Donghua University

    Shanghai, China

    1 h-index

    1 publications

    12 citations

  6. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    1 h-index

    5 publications

    60 citations

  7. Dalian University of Technology

    Dalian, China

    1 h-index

    3 publications

    45 citations

  8. Sorbonne Université

    Paris, France

    1 h-index

    4 publications

    84 citations

1–8 of 22

Venues

  1. Computer-Aided Design

    1 publications · 20 citations

    1

    h-index

  2. AIP conference proceedings

    1 publications · 12 citations

    1

    h-index

  3. Applied Soft Computing

    1 publications · 12 citations

    1

    h-index

  4. Briefings in Bioinformatics

    1 publications · 15 citations

    1

    h-index

  5. Journal of Intelligent Manufacturing

    1 publications · 94 citations

    1

    h-index

1–5