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A Hybrid Long Short-Term Memory-Graph Convolutional Network Model for Enhanced Stock Return Prediction: Integrating Temporal and Spatial Dependencies 期刊论文
MATHEMATICS, 2025, 卷号: 13, 期号: 7, 页码: 13
作者:  Shi, Songze;  Li, Fan;  Li, Wei
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
LSTM  GCN  machine learning  temporal information  spatial information  stock return prediction  
Dynamic LSTM-Based Channel Quality Indicators Prediction for LEO Satellite Communication 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 12, 页码: 3285-3289
作者:  Li, Hongguang;  Sui, Yuze;  Liu, Yaoqi;  Zhou, Yiqing;  Shi, Jinglin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Signal to noise ratio  Interference  Long short term memory  Predictive models  Training  Low earth orbit satellites  Hidden Markov models  LEO  LSTM  CQI  online training  
Synthesizing Mesh Deformation Sequences With Bidirectional LSTM 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 4, 页码: 1906-1916
作者:  Qiao, Yi-Ling;  Lai, Yu-Kun;  Fu, Hongbo;  Gao, Lin
收藏  |  浏览/下载：45/0  |  提交时间：2022/12/07
Strain  Shape  Three-dimensional displays  Animation  Feature extraction  Machine learning  Computer architecture  Mesh deformation  mesh sequences  LSTM  deep learning  shape generation  
A Hierarchical LSTM-Based Indoor Geomagnetic Localization Algorithm 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 2, 页码: 1227-1237
作者:  Wang, Liying;  Luo, Haiyong;  Wang, Qu;  Shao, Wenhua;  Zhao, Fang
收藏  |  浏览/下载：50/0  |  提交时间：2022/12/07
Location awareness  Sensors  Fingerprint recognition  Smart phones  Wireless communication  Buildings  Wireless fidelity  Location-based service  indoor geomagnetic positioning  data augmentation  hierarchical LSTM network  
Multi-Distributed Speech Emotion Recognition Based on Mel Frequency Cepstogram and Parameter Transfer 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2022, 卷号: 31, 期号: 1, 页码: 155-167
作者:  Lin Long;  Tan Liang
收藏  |  浏览/下载：47/0  |  提交时间：2022/12/07
Speech emotion recognition (SER)  Machine learning  Mel frequency cepstogram (MFCC)  Parameter transfer  Long short-term memory (LSTM)  Inception-v3  
Deep Learning-Based Traffic Safety Solution for a Mixture of Autonomous and Manual Vehicles in a 5G-Enabled Intelligent Transportation System 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 7, 页码: 4337-4347
作者:  Yu, Keping;  Lin, Long;  Alazab, Mamoun;  Tan, Liang;  Gu, Bo
收藏  |  浏览/下载：58/0  |  提交时间：2021/12/01
Mixed traffic  big data  5G  deep learning  LSTM  SoftMax  intention recognition  
A Spatial-Temporal Positioning Algorithm Using Residual Network and LSTM 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 11, 页码: 9251-9261
作者:  Wang, Rongrong;  Luo, Haiyong;  Wang, Qu;  Li, Zhaohui;  Zhao, Fang;  Huang, Jingyu
收藏  |  浏览/下载：168/0  |  提交时间：2020/12/10
Wireless fidelity  Feature extraction  Fingerprint recognition  Residual neural networks  Deep learning  Robustness  Degradation  Convolutional neural network (CNN)  indoor positioning  long short-term memory (LSTM)  residual network  spatial-temporal  
A Prediction Model for Ultra-Short-Term Output Power of Wind Farms Based on Deep Learning 期刊论文
INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2020, 卷号: 15, 期号: 4, 页码: 18
作者:  Wang, Y. S.;  Gao, J.;  Xu, Z. W.;  Luo, J. D.;  Li, L. X.
收藏  |  浏览/下载：73/0  |  提交时间：2020/12/10
wind power  output power  ultra-short-term prediction  deep learning (DL)  long short-term memory (LSTM) model  
A LSTM Algorithm Estimating Pseudo Measurements for Aiding INS during GNSS Signal Outages 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 24
作者:  Fang, Wei;  Jiang, Jinguang;  Lu, Shuangqiu;  Gong, Yilin;  Tao, Yifeng;  Tang, Yanan;  Yan, Peihui;  Luo, Haiyong;  Liu, Jingnan
收藏  |  浏览/下载：69/0  |  提交时间：2020/12/10
LSTM  INS  GNSS integrated navigation system  GNSS outage  pseudo measurement estimating  
Spatio-Temporal Memory Attention for Image Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 7615-7628
作者:  Ji, Junzhong;  Xu, Cheng;  Zhang, Xiaodan;  Wang, Boyue;  Song, Xinhang
收藏  |  浏览/下载：69/0  |  提交时间：2020/12/10
Image captioning  spatio-temporal relationship  attention transmission  memory attention  LSTM