Multi-attention Generative Adversarial Network for multi-step vegetation indices forecasting using multivariate time series

被引：0
|
作者：
Ferchichi, Aya [1 ]
Abbes, Ali Ben [1 ]
Barra, Vincent [2 ]
Rhif, Manel [1 ]
Farah, Imed Riadh [1 ]
机构：
[1] University of Manouba, ENSI, RIADI laboratory, Campus Universitaire de la Manouba, Manouba,2010, Tunisia
[2] Clermont Auvergne University, CNRS, UMR 6158, LIMOS, Clermont-Ferrand,63000, France
来源：
Engineering Applications of Artificial Intelligence | 2024年 / 128卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
44
引用
收藏
相关论文
共 50 条
  • [11] A Multivariate Time Series Prediction Schema based on Multi-attention in recurrent neural network
    Yin, Xiang
    Han, Yanni
    Sun, Hongyu
    Xu, Zhen
    Yu, Haibo
    Duan, Xiaoyu
    2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2020, : 717 - 723
  • [12] Spatiotemporal graph neural network for multivariate multi-step ahead time-series forecasting of sea temperature
    Kim, Jinah
    Kim, Taekyung
    Ryu, Joon-Gyu
    Kim, Jaeil
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 126
  • [13] A generative adversarial neural network with multi-attention feature extraction for fundus lesion segmentation
    Haiying Yuan
    Mengfan Dai
    Cheng Shi
    Minghao Li
    Haihang Li
    International Ophthalmology, 2023, 43 : 5079 - 5090
  • [14] A generative adversarial neural network with multi-attention feature extraction for fundus lesion segmentation
    Yuan, Haiying
    Dai, Mengfan
    Shi, Cheng
    Li, Minghao
    Li, Haihang
    INTERNATIONAL OPHTHALMOLOGY, 2023, 43 (12) : 5079 - 5090
  • [15] MA-GANet: A Multi-Attention Generative Adversarial Network for Defocus Blur Detection
    Jiang, Zeyu
    Xu, Xun
    Zhang, Le
    Zhang, Chao
    Foo, Chuan Sheng
    Zhu, Ce
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 31 : 3494 - 3508
  • [16] Multi-step forecasting of ocean wave height using gate recurrent unit networks with multivariate time series
    Li, Xinfang
    Cao, Jinfeng
    Guo, Jihong
    Liu, Chao
    Wang, Wen
    Jia, Zhen
    Su, Tianyun
    OCEAN ENGINEERING, 2022, 248
  • [17] Multi-step forecasting strategies for wind speed time series
    Rodriguez, Hector
    Medrano, Manuel
    Morales Rosales, Luis
    Peralta Penunuri, Gloria
    Jose Flores, Juan
    PROCEEDINGS OF THE XXII 2020 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC 2020), VOL 4, 2020,
  • [18] Adversarial self-attentive time-variant neural networks for multi-step time series forecasting
    Gao, Changxia
    Zhang, Ning
    Li, Youru
    Lin, Yan
    Wan, Huaiyu
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 231
  • [19] A Recurrent Neural Network based Generative Adversarial Network for Long Multivariate Time Series Forecasting
    Tang, Peiwang
    Zhang, Qinghua
    Zhang, Xianchao
    PROCEEDINGS OF THE 2023 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, ICMR 2023, 2023, : 181 - 189
  • [20] Multi-Attention Integrated Convolutional Network for Anomaly Detection of Time Series
    Zhang, Jing
    Wang, Chao
    Zhang, Xianbo
    Li, Zezhou
    2022 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2022), 2022, : 91 - 96
12345