Concepedia

Temporal Feature Design

Temporal Feature Design is a domain-specific feature engineering methodology that distinguishes itself by explicitly modeling time-dependent patterns and sequential dynamics inherent in temporal data to enhance predictive performance in time-aware machine learning tasks.

23

Publications

682

Citations

84

Authors

47

Institutions

Publications per year

2017–2026

10

Parents

Publications

23

Classification of Dynamic Contrast-Enhanced Magnetic Resonance Breast Lesions by Support Vector Machines

Jacob Levman, Tony Kin Shun Leung, Petrina A. Causer et al. · IEEE Transactions on Medical Imaging · 2008 · 105 citations · Full text

, , +16

Improving defect prediction using temporal features and non linear models

Abraham Bernstein, Jayalath Ekanayake, Martin Pinzger · 2007 · 83 citations

, , +16

CU-TMP

Steven Bethard, James Martin · 2007 · 75 citations · Full text

, , +17

Multivariate Time Series Classification with Temporal Abstractions

Iyad Batal, Lucia Sacchi, Riccardo Bellazzi et al. · 2009 · 55 citations

, , +17

DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration

Guobing Zou, Tengfei Li, Ming Jiang et al. · Knowledge-Based Systems · 2021 · 40 citations

, , +16

1–5 of 23

Authors

84

  1. CL
    Chengjun Liu

    Chongqing Medical University, China

    1 publications · 11 citations

    1

    h-index

  2. HS
    Hang Shi

    New Jersey Institute of Technology, United States

    1 publications · 11 citations

    1

    h-index

  3. CL
    Chenyang Liu

    Tsinghua University, China

    1 publications · 13 citations

    1

    h-index

  4. SB
    Steven Bethard

    University of Arizona, United States

    1 publications · 75 citations

    1

    h-index

  5. KB
    Ksenia Balabaeva

    ITMO University, Russia

    1 publications · 27 citations

    1

    h-index

1–5 of 84

Institutions

47

  1. Sant Gadge Baba Amravati University

    Amravati, India

    1 h-index

    1 publications

    10 citations

  2. New York University

    New York, United States

    1 h-index

    1 publications

    11 citations

  3. Sichuan University

    Chengdu, China

    1 h-index

    3 publications

    84 citations

  4. ITMO University

    St Petersburg, Russia

    1 h-index

    2 publications

    54 citations

  5. Network Technologies (United States)

    Aurora, United States

    1 h-index

    1 publications

    12 citations

  6. China Medical University

    Taichung, Taiwan

    1 h-index

    2 publications

    22 citations

  7. Hainan University

    Haikou, China

    1 h-index

    1 publications

    12 citations

  8. National Chengchi University

    Taipei, Taiwan

    1 h-index

    1 publications

    11 citations

1–8 of 47

Venues

  1. Neurocomputing

    1 publications · 28 citations

    1

    h-index

  2. International Journal of Crowd Science

    1 publications · 29 citations

    1

    h-index

  3. Knowledge-Based Systems

    1 publications · 40 citations

    1

    h-index

  4. International Journal of Vehicular Technology

    1 publications · 14 citations

    1

    h-index

  5. ArXiv.org

    Repository · 1 publications · 15 citations

    1

    h-index

1–5