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Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
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  
A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network 期刊论文
PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2024, 卷号: 9, 期号: 6, 页码: 1-18
作者:  Yi, Zhenxiao;  Wang, Shi;  Li, Zhaoting;  Wang, Licheng;  Wang, Kai
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Accuracy  Recurrent neural networks  Computational modeling  Time series analysis  Predictive models  Supercapacitors  Feature extraction  Prediction algorithms  Convolutional neural networks  Long short term memory  state of health  re-maining useful life  honey badger algorithm  recurrent dropout  
An Unsupervised Long- and Short-Term Sparse Graph Neural Network for Multisensor Anomaly Detection 期刊论文
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 14, 页码: 23088-23097
作者:  Miao, Qiucheng;  Wang, Dandan;  Xu, Chuanfu;  Zhan, Jun;  Wu, Chengkun
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Sensors  Anomaly detection  Time series analysis  Sensor systems  Graph neural networks  Correlation  Sensor fusion  Graph neural network (GNN)  long-term  short-term  skip-gate recurrent unit (skip-GRU)  
Spatial-Temporal Graph Network for Video Crowd Counting 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 228-241
作者:  Wu, Zhe;  Zhang, Xinfeng;  Tian, Geng;  Wang, Yaowei;  Huang, Qingming
收藏  |  浏览/下载：42/0  |  提交时间：2023/07/12
Computational modeling  Predictive models  Analytical models  Long short term memory  Optical flow  Integrated circuit modeling  Head  Video-based crowd counting  spatiotemporal graph attention  multi-scale module  
Statistical Inference of Dynamic Conditional Generalized Pareto Distribution with Weather and Air Quality Factors 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 9, 页码: 25
作者:  Huang, Chunli;  Zhao, Xu;  Cheng, Weihu;  Ji, Qingqing;  Duan, Qiao;  Han, Yufei
收藏  |  浏览/下载：43/0  |  提交时间：2022/12/07
generalized Pareto distribution  peaks over threshold  dynamic conditional autoregressive modeling  threshold selection  long short-term memory  
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  
Long Short-Term Relation Transformer With Global Gating for Video Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2726-2738
作者:  Li, Liang;  Gao, Xingyu;  Deng, Jincan;  Tu, Yunbin;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：56/0  |  提交时间：2022/12/07
Transformers  Cognition  Visualization  Feature extraction  Decoding  Task analysis  Semantics  Video captioning  relational reasoning  long short-term graph  transformer  
Collaborative Local-Global Learning for Temporal Action Proposal 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021, 卷号: 12, 期号: 5, 页码: 14
作者:  Zhu, Yisheng;  Han, Hu;  Liu, Guangcan;  Liu, Qingshan
收藏  |  浏览/下载：50/0  |  提交时间：2022/06/21
Temporal action proposal generation  untrimmed videos  long short-term memory  attention mechanism  
Happy Emotion Recognition From Unconstrained Videos Using 3D Hybrid Deep Features 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 35524-35538
作者:  Samadiani, Najmeh;  Huang, Guangyan;  Hu, Yu;  Li, Xiaowei
收藏  |  浏览/下载：52/0  |  提交时间：2021/12/01
Feature extraction  Emotion recognition  Face recognition  Videos  Three-dimensional displays  Long short term memory  Visualization  Facial landmarks  facial expression recognition  long short term memory  multi-layer neural networks  happy emotion recognition