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TS-STNN: Spatial-temporal neural network based on tree structure for traffic flow prediction 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2023, 卷号: 177, 页码: 16
作者:  Lv, Yang;  Lv, Zhiqiang;  Cheng, Zesheng;  Zhu, Zhanqi;  Rashidi, Taha Hossein
收藏  |  浏览/下载：6/0  |  提交时间：2023/12/04
STAM: A SpatioTemporal Attention Based Memory for Video Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 2354-2367
作者:  Chang, Zheng;  Zhang, Xinfeng;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：6/0  |  提交时间：2023/12/04
Global spatiotemporal information  spatio temporal receptive field  3D convolutional neural network  spatiotemporal attention  sequence learning  video prediction  
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction 期刊论文
CONNECTION SCIENCE, 2022, 卷号: 34, 期号: 1, 页码: 1252-1272
作者:  Zhao, Chuan;  Li, Xin;  Shao, Zezhi;  Yang, HongJi;  Wang, Fei
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network  
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 151, 页码: 8
作者:  Pu, Xiaorong;  Yi, Peng;  Chen, Kecheng;  Ma, Zhaoqi;  Zhao, Di;  Ren, Yazhou
收藏  |  浏览/下载：11/0  |  提交时间：2023/07/12
Electroencephalography  Artifact removal  Transformer  
Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:  Fang, Yuchen;  Zhao, Fang;  Qin, Yanjun;  Luo, Haiyong;  Wang, Chenxing
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Forecasting  Correlation  Convolution  Roads  Transformers  Predictive models  Task analysis  Traffic forecasting  spatio-temporal joint transformer  diffusion convolution network  
Neural Network Pruning by Recurrent Weights for Finance Market 期刊论文
ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 卷号: 22, 期号: 3, 页码: 23
作者:  Pei, Songwen;  Wu, Yusheng;  Guo, Jin;  Qiu, Meikang
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
Channel pruning  neural networks  recurrent weights  finance market  
R-CTM: A data-driven macroscopic simulation model for heterogeneous traffic 期刊论文
COMPUTER ANIMATION AND VIRTUAL WORLDS, 2022, 页码: 11
作者:  Liu, Jingyao;  Deng, Zhigang;  Mao, Tianlu;  Wang, Zhaoqi
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
cell transmission models  heterogeneous traffic flow  macroscopic traffic modeling  recurrent neural networks  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 7, 页码: 13
作者:  Wang, Xun;  Liu, Jiali;  Zhang, Chaogang;  Wang, Shudong
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
deep learning  compound-protein interactions  compound properties  protein preperties  IC50 value  
TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 8, 页码: 17
作者:  Wang, Xun;  Zhang, Zhiyuan;  Zhang, Chaogang;  Meng, Xiangyu;  Shi, Xin;  Qu, Peng
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
phosphorylation site prediction  transformer  post-translational modifications