Concepedia

Time-aware Forecasting

Time-Aware Forecasting is a time series prediction methodology that explicitly incorporates irregular temporal intervals and timestamp information into the modeling process to enhance forecasting accuracy for non-uniformly sampled data.

21

Publications

624

Citations

76

Authors

42

Institutions

Publications per year

2017–2026

10

Parents

Publications

21

DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series

Qingxiong Tan, Mang Ye, Baoyao Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 121 citations · Full text

, , +13

Determination of temporal information granules to improve forecasting in fuzzy time series

Lizhu Wang, Xiaodong Liu, Witold Pedrycz et al. · Expert Systems with Applications · 2013 · 80 citations

, , +11

Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa et al. · 2020 · 57 citations

, , +17

A time-aware dynamic service quality prediction approach for services

Ying Jin, Yiwen Zhang · Tsinghua Science & Technology · 2019 · 44 citations · Full text

, , +10

FAST: Financial News and Tweet Based Time Aware Network for Stock Trading

Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal et al. · 2021 · 36 citations · Full text

, , +16

1–5 of 21

Authors

76

  1. RS
    Ramit Sawhney

    Indraprastha Institute of Information Technology Delhi, India

    2 publications · 93 citations

    2

    h-index

  2. DP
    Dino Pedreschi

    University of Pisa, Italy

    2 publications · 40 citations

    2

    h-index

  3. FG
    Fosca Giannotti

    University of Pisa, Italy

    2 publications · 40 citations

    2

    h-index

  4. SA
    Shivam Agarwal

    Indraprastha Institute of Information Technology Delhi, India

    2 publications · 93 citations

    2

    h-index

  5. RG
    Riccardo Guidotti

    University of Pisa, Italy

    2 publications · 40 citations

    2

    h-index

1–5 of 76

Institutions

42

  1. Dalian University of Technology

    Dalian, China

    2 h-index

    6 publications

    204 citations

  2. Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

    Pisa, Italy

    2 h-index

    6 publications

    122 citations

  3. University of Pisa

    Pisa, Italy

    2 h-index

    6 publications

    120 citations

  4. University of Science and Technology of China

    Hefei, China

    1 h-index

    2 publications

    64 citations

  5. Dalian University

    Dalian, China

    1 h-index

    2 publications

    22 citations

  6. Qatar Airways (Qatar)

    Doha, Qatar

    1 h-index

    2 publications

    22 citations

  7. Zhejiang University of Finance and Economics

    Hangzhou, China

    1 h-index

    3 publications

    48 citations

  8. Fu Jen Catholic University

    Taipei, Taiwan

    1 h-index

    1 publications

    26 citations

1–8 of 42

Venues

  1. Sensors

    1 publications · 23 citations

    1

    h-index

  2. Social Network Analysis and Mining

    1 publications · 19 citations

    1

    h-index

  3. 1

    h-index

  4. Expert Systems with Applications

    1 publications · 80 citations

    1

    h-index

  5. 1

    h-index

1–5