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Maritime greenhouse gas emission estimation and forecasting through AIS data analytics: a case study of Tianjin port in the context of sustainable development 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 17
作者:  Xie, Wenxin;  Li, Yong;  Yang, Yang;  Wang, Peng;  Wang, Zhishan;  Li, Zhaoxuan;  Mei, Qiang;  Sun, Yaqi
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
greenhouse gas  emission inventory  AIS  transformer  emission prediction  
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
基于LpTransformer网络的手语动画拼接模型 期刊论文
计算机科学, 2023, 卷号: 50, 期号: 9, 页码: 184
作者:  黄涵强;  邢云冰;  沈建飞;  范非易
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
Sign language animation splicing  Deep learning  LpTransformer  Splicing position  Transition frames  手语动画拼接  深度学习  LpTransformer  拼接位置  过渡帧  
Geographical spatial analysis and risk prediction based on machine learning for maritime traffic accidents: A case study of Fujian sea area 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 20
作者:  Yang, Yang;  Shao, Zheping;  Hu, Yu;  Mei, Qiang;  Pan, Jiacai;  Song, Rongxin;  Wang, Peng
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Geographical spatial analysis  Maritime accident  Fujian sea area  Machine learning  Accident prediction  
Spatial-temporal fusion graph framework for trajectory similarity computation 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 23
作者:  Zhou, Silin;  Han, Peng;  Yao, Di;  Chen, Lisi;  Zhang, Xiangliang
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Trajectory  Similarity search  Spatial network  Deep learning  Spatio-temporal  
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：22/0  |  提交时间：2022/12/07
generalized Pareto distribution  peaks over threshold  dynamic conditional autoregressive modeling  threshold selection  long short-term memory  
CGCNImp: a causal graph convolutional network for multivariate time series imputation 期刊论文
PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23
作者:  Liu, Caizheng;  Cui, Guangfan;  Liu, Shenghua
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
Multivariate time series imputation  Graph causal analysis  Graph neural network  Deep neural network  
Predicate-attention neural model for Chinese semantic role labeling 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2022, 卷号: 99, 页码: 12
作者:  Song, Heng;  Wang, Shi;  Liu, Yu;  Wang, Ya
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Chinese semantic role labeling  Attention mechanism  Argument identification  Argument classification  Semantic parsing  
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：22/0  |  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  
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：25/0  |  提交时间：2022/12/07
phosphorylation site prediction  transformer  post-translational modifications