Concepedia

Trend Features

Trend Features is a time series feature extraction method that quantifies the underlying long-term progression or directional movement in a time series by distinguishing itself from seasonal and cyclical components through the isolation of systematic, non-repeating patterns over time.

101

Publications

4.6K

Citations

348

Authors

169

Institutions

Publications per year

2017–2026

57

Parents

Publications

101

Deep Air Quality Forecasting Using Hybrid Deep Learning Framework

Shengdong Du, Tianrui Li, Yan Yang et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 470 citations

, , +16

Using support vector machine with a hybrid feature selection method to the stock trend prediction

Ming-Chi Lee · Expert Systems with Applications · 2009 · 301 citations

, , +16

Analyzing feature trajectories for event detection

Qi He, Kuiyu Chang, Ee‐Peng Lim · 2007 · 209 citations · Full text

, , +16

Application of wrapper approach and composite classifier to the stock trend prediction

Chenn‐Jung Huang, Deli Yang, Ya‐Wen Chuang · Expert Systems with Applications · 2007 · 163 citations

, , +16

A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning

Shengdong Du, Tianrui Li, Xun Gong et al. · International Journal of Computational Intelligence Systems · 2020 · 137 citations · Full text

, , +16

1–5 of 101

Authors

348

  1. SD
    Shengdong Du

    Southwest Jiaotong University, China

    5 publications · 819 citations

    5

    h-index

  2. TL
    Tianrui Li

    Southwest Jiaotong University, China

    5 publications · 819 citations

    5

    h-index

  3. WP
    Witold Pedrycz

    University of Alberta, Canada

    4 publications · 253 citations

    4

    h-index

  4. SH
    Shi‐Jinn Horng

    National Taiwan University of Science and Technology, Taiwan

    4 publications · 721 citations

    4

    h-index

  5. XG
    Xun Gong

    Southwest Jiaotong University, China

    3 publications · 302 citations

    3

    h-index

1–5 of 348

Institutions

169

  1. University of Alberta

    Edmonton, Canada

    5 h-index

    7 publications

    399 citations

  2. National Taiwan University of Science and Technology

    Taipei, Taiwan

    4 h-index

    4 publications

    752 citations

  3. Southwest Jiaotong University

    Chengdu, China

    4 h-index

    13 publications

    2.4K citations

  4. Shandong University of Science and Technology

    Qingdao, China

    3 h-index

    10 publications

    270 citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    5 publications

    393 citations

  6. Harbin Institute of Technology

    Harbin, China

    3 h-index

    10 publications

    515 citations

  7. Minnan Normal University

    Zhangzhou, China

    3 h-index

    3 publications

    205 citations

  8. Beijing Normal University

    Beijing, China

    3 h-index

    10 publications

    653 citations

1–8 of 169

Venues

  1. IEEE Transactions on Fuzzy Systems

    TFS · 4 publications · 266 citations

    4

    h-index

  2. Expert Systems with Applications

    3 publications · 498 citations

    3

    h-index

  3. Applied Sciences

    3 publications · 138 citations

    3

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 126 citations

    3

    h-index

  5. IEEE Transactions on Industrial Informatics

    2 publications · 70 citations

    2

    h-index

1–5