Concepedia

Partial Autocorrelation Features

Partial Autocorrelation Features is a time series feature engineering method that quantifies the direct linear dependence between an observation and its lagged values at a specific lag, after removing the effect of intermediate lags, thereby isolating the unique correlation at each lag order.

10

Publications

529

Citations

31

Authors

18

Institutions

Publications per year

2017–2026

7

Parents

Publications

10

Building Energy Consumption Prediction: An Extreme Deep Learning Approach

Chengdong Li, Zixiang Ding, Dongbin Zhao et al. · Energies · 2017 · 293 citations · Full text

, , +17

Unobtrusive and Multimodal Wearable Sensing to Quantify Anxiety

Yali Zheng, Tracy C. H. Wong, Billy H. K. Leung et al. · IEEE Sensors Journal · 2016 · 71 citations

, , +16

An ensemble‐driven long short‐term memory model based on mode decomposition for carbon price forecasting of all eight carbon trading pilots in China

Wei Sun, Zhaoqi Li · Energy Science & Engineering · 2020 · 35 citations · Full text

, , +16

Influence of Data Sampling Frequency on Household Consumption Load Profile Features: A Case Study in Spain

Jesús C. Hernández, F. Sánchez-Sutil, Antonio Caño et al. · Sensors · 2020 · 28 citations · Full text

, , +16

Novel Financial Capital Flow Forecast Framework Using Time Series Theory and Deep Learning: A Case Study Analysis of Yu’e Bao Transaction Data

Xiaoxian Yang, Shunyi Mao, Honghao Gao et al. · IEEE Access · 2019 · 27 citations · Full text

, , +17

1–5 of 10

Authors

31

  1. PO
    Piotr Omenzetter

    University of Aberdeen, United Kingdom

    1 publications · 17 citations

    1

    h-index

  2. SM
    Shunyi Mao

    Shanghai Polytechnic University, China

    1 publications · 27 citations

    1

    h-index

  3. SO
    Seyed Omid Shahdi

    Qazvin Islamic Azad University, Iran

    1 publications · 14 citations

    1

    h-index

  4. MM
    Mahmood Mohassel Feghhi

    University of Tabriz, Iran

    1 publications · 14 citations

    1

    h-index

  5. ZB
    Zhiquan Bai

    Shandong University, China

    1 publications · 10 citations

    1

    h-index

1–5 of 31

Institutions

18

  1. Universidad de Jaén

    Jaén, Spain

    1 h-index

    3 publications

    84 citations

  2. University of Tabriz

    Tabriz, Iran

    1 h-index

    2 publications

    28 citations

  3. Hainan University

    Haikou, China

    1 h-index

    1 publications

    27 citations

  4. Shanghai Polytechnic University

    Shanghai, China

    1 h-index

    1 publications

    27 citations

  5. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    2 publications

    586 citations

  6. Qazvin Islamic Azad University

    Qazvin, Iran

    1 h-index

    1 publications

    14 citations

  7. Shanghai Medical Information Center

    Shanghai, China

    1 h-index

    1 publications

    27 citations

  8. University of Talca

    Talca, Chile

    1 h-index

    1 publications

    28 citations

1–8 of 18

Venues

  1. IET Image Processing

    1 publications · 14 citations

    1

    h-index

  2. IEEE Sensors Journal

    1 publications · 71 citations

    1

    h-index

  3. IEEE Access

    1 publications · 27 citations

    1

    h-index

  4. Energies

    1 publications · 293 citations

    1

    h-index

  5. Structural Health Monitoring

    SHM · 1 publications · 17 citations

    1

    h-index

1–5