Concepedia

Domain-specific Feature Construction

Domain-Specific Feature Construction is a time series feature engineering method that incorporates domain knowledge to derive informative and interpretable features from raw temporal data, distinguishing itself from generic feature extraction techniques by its reliance on contextual, application-specific principles.

29

Publications

1K

Citations

96

Authors

39

Institutions

Publications per year

2017–2026

18

Parents

Publications

29

Structure analysis of soccer video with hidden Markov models

Lexing Xie, Shih‐Fu Chang, Ajay Divakaran et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2002 · 225 citations

, , +16

A domain feature decoupling network for rotating machinery fault diagnosis under unseen operating conditions

Tianyu Gao, Jingli Yang, Wenmin Wang et al. · Reliability Engineering & System Safety · 2024 · 78 citations

, , +13

IHS RandD Belarus: Cross-domain extraction of product features using CRF

Maryna Chernyshevich · 2014 · 59 citations

, , +7

Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation

Jianxin Lin, Zhibo Chen, Yingce Xia et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 57 citations

, , +14

Item categorization in the e-commerce domain

Dan Shen, Jean David Ruvini, Manas Somaiya et al. · 2011 · 47 citations

, , +14

1–5 of 29

Authors

96

  1. DV
    Daniel Vassallo

    University of Notre Dame, United States

    2 publications · 53 citations

    2

    h-index

  2. HJ
    Harindra J. S. Fernando

    University of Notre Dame, United States

    2 publications · 53 citations

    2

    h-index

  3. RK
    Raghavendra Krishnamurthy

    Pacific Northwest National Laboratory, United States

    2 publications · 53 citations

    2

    h-index

  4. FD
    Fernando D. Garcia

    Universidade Estadual Paulista (Unesp), Brazil

    1 publications · 29 citations

    1

    h-index

  5. MY
    Mang Ye

    Wuhan University, China

    1 publications · 18 citations

    1

    h-index

1–5 of 96

Institutions

39

  1. Pacific Northwest National Laboratory

    Richland, United States

    2 h-index

    2 publications

    53 citations

  2. University of Notre Dame

    Notre Dame, United States

    2 h-index

    6 publications

    159 citations

  3. Beijing Electronic Science and Technology Institute

    Beijing, China

    2 h-index

    2 publications

    100 citations

  4. Universidade de Sorocaba

    Sorocaba, Brazil

    1 h-index

    4 publications

    116 citations

  5. Fraunhofer Institute for Computer Graphics Research

    Darmstadt, Germany

    1 h-index

    2 publications

    44 citations

  6. Hosei University

    Tokyo, Japan

    1 h-index

    3 publications

    30 citations

  7. Universidade Estadual Paulista (Unesp)

    São Paulo, Brazil

    1 h-index

    4 publications

    116 citations

  8. Zhejiang University of Technology

    Hangzhou, China

    1 h-index

    4 publications

    160 citations

1–8 of 39

Venues

  1. Advanced Engineering Informatics

    2 publications · 51 citations

    2

    h-index

  2. Wind energy science

    WES · 1 publications · 43 citations

    1

    h-index

  3. Computational Brain & Behavior

    1 publications · 10 citations

    1

    h-index

  4. PLoS ONE

    1 publications · 38 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 14 citations

    1

    h-index

1–5