logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Bidirectional linear recurrent models for sequence-level multisource fusion

delete2025-08-29
delete0
PRE
AI
Q
Qisai Liu
Z
Zhanhong Jiang
M
Md Zahid Hasan
J
Joshua R. Waite
C
Chao Liu
A
Aditya Balu
S
Soumik Sarkar *
DOI：10.1016/j.inffus.2025.103601delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• 提出一种双向线性循环模型，以利用前向和后向LRUs。 • 该方法在序列逼近和稳定性方面证明了其普适性。 • 使用序列图像和时间序列数据集以及许多基线验证我们的方法。 • 引入首个基于LRU的时间序列预测基准。

期刊

Information Fusion 封面图
Information Fusion
IF:
15.5
论文数:
4.2K
被引数:
2.7W

机构

D
Department of Electrical and Computer Engineering
学者数:
812
论文数: 433
被引数: 6
D
Department of Energy and Power Engineering
学者数:
24
论文数: 12
被引数: 0
D
department of mechanical engineering
学者数:
4.2K
论文数: 2.1K
被引数: 1
T
translational ai center
学者数:
6
论文数: 2
被引数: 0
学者 查看更多机构
引用论文

引用论文

CMMamba: channel mixing Mamba for time series forecastingCMMamba: 用于时间序列预测的通道混合Mamba
errJOURNAL OF BIG DATA
IF6.4
err2024-10-29
err0
PREAI
errLi, Qiang; Qin, Jiwei; Cui, Daishun; Sun, Dezhi; Wang, Dacheng
err分享
err收藏
Spatiotemporal Fusion Transformer for large-scale traffic forecasting用于大规模交通预测的时空融合变换器
errINFORMATION FUSION
IF15.5
err2024-07-01
err2
PREAI
errWang, Zhenghong; Wang, Yi; Jia, Furong; Zhang, Fan; Klimenko, Nikita; Wang, Leye; He, Zhengbing; Huang, Zhou; Liu, Yu
err分享
err收藏
Bidirectional Molecule Generation with Recurrent Neural Networks
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2020-01-06
err124
errOAAI
errGrisoni, Francesca; Moret, Michael; Lingwood, Robin; Schneider, Gisbert
err分享
err收藏
Long-Term Wind Power Forecasting Using Tree-Based Learning Algorithms基于树形学习算法的长期风电功率预测
errIEEE ACCESS
IF3.6
err2020-01-01
err85
errOAAI
errAhmadi, Amirhossein; Nabipour, Mojtaba; Mohammadi-Ivatloo, Behnam; Amani, Ali Moradi; Rho, Seungmin; Piran, Md. Jalil
err分享
err收藏
Estimating Ocean Surface Currents With Machine Learning
errFrontiers in Marine Science
IF0
err2021-06-09
err0
errOAAI
errAnirban Sinha; Ryan Abernathey
err分享
err收藏
Bidirectional recurrent neural networks双向递归神经网络
errIEEE Transactions on Signal Processing
IF0
err1997-01-01
err0
errOAAI
errM. Schuster; K.K. Paliwal
err分享
err收藏
Universal approximation using feedforward neural networks: A survey of some existing methods, and some new results使用前馈神经网络的通用逼近: 对一些现有方法的调查以及一些新结果
errNEURAL NETWORKS
IF6.3
err1998-01-01
err437
PREAI
errScarselli, F; Tsoi, AC
err分享
err收藏
Bidirectional GRU networks-based next POI category prediction for healthcare基于双向GRU网络的医疗保健下一个POI类别预测
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2021-10-11
err82
errOAAI
errLiu, Yuwen; Song, Zuolong; Xu, Xiaolong; Rafique, Wajid; Zhang, Xuyun; Shen, Jun; Khosravi, Mohammad R.; Qi, Lianyong
err分享
err收藏
A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures递归神经网络综述: LSTM单元和网络架构
errNeural Computation
IF0
err2019-07-01
err0
PREAI
errYong Yu; Xiaosheng Si; Changhua Hu; Jianxun Zhang
err分享
err收藏
A survey of transformers变压器的调查
errAI Open
IF0
err2022-01-01
err0
errOAAI
errTianyang Lin; Yuxin Wang; Xiangyang Liu; Xipeng Qiu
err分享
err收藏
学者 查看更多内容