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DiamondNet: A Neural-Network-Based Heterogeneous Sensor Attentive Fusion for Human Activity Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 11
作者:  Zhu, Yida;  Luo, Haiyong;  Chen, Runze;  Zhao, Fang
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Convolutional denoising autoencoders (CDAEs)  global-attention mechanism  graph convolutional networks  human activity recognition (HAR)  multisensor modality  self-attention mechanism  
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:  Gao, Chenlong;  Chen, Yiqiang;  Jiang, Xinlong;  Hu, Lisha;  Zhao, Zhicheng;  Zhang, Yuxin
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Human activity recognition  Spatial-temporal attention  Bilinear pooling  Low-redundancy  
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  
Vehicle-cluster-based opportunistic relays for data collection in intelligent transportation systems 期刊论文
COMPUTER NETWORKS, 2023, 卷号: 220, 页码: 13
作者:  Sun, Sheng;  Zhang, Zengqi;  Pan, Quyang;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
Intelligent transportation system  Channel allocation  Device association  
TAEffect: Quantifying interaction risks in trust-enabled communication systems 期刊论文
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2022, 页码: 20
作者:  Lu, Yunfeng;  Fan, Xinxin;  Jing, Quanliang
收藏  |  浏览/下载：20/0  |  提交时间：2023/07/12
adverse effect  communication systems  interactive networks  network percolation  trust management  
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：35/0  |  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  
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  
DeepCS: Training a deep learning model for cervical spondylosis recognition on small-labeled sensor data 期刊论文
NEUROCOMPUTING, 2022, 卷号: 472, 页码: 24-34
作者:  Wang, Nana;  Luo, Chunjie;  Huang, Xi;  Huang, Yunyou;  Zhan, Jianfeng
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Cervical spondylosis recognition  High-dimensional time series sensor data  Convolutional neural network  Network architecture search  Feature extraction  
Tactile-Based Fabric Defect Detection Using Convolutional Neural Network With Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:  Bin Fang;  Long, Xingming;  Sun, Fuchun;  Liu, Huaping;  Zhang, Shixin;  Fang, Cheng
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Fabrics  Feature extraction  Frequency-domain analysis  Tactile sensors  Cameras  Visualization  Sensors  Attention mechanism  defect detection  vision-based tactile sensor  
Traffic-Aware Task Offloading Based on Convergence of Communication and Sensing in Vehicular Edge Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 24, 页码: 17762-17777
作者:  Qi, Yanli;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Pan, Zhengang
收藏  |  浏览/下载：33/0  |  提交时间：2022/06/21
Task analysis  Sensors  Servers  Wireless sensor networks  Wireless communication  Data communication  Cameras  Convergence of communication and sensing  overall response time (ORT)  traffic-aware task offloading  vehicular network