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Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y. Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：46/0  |  提交时间：2023/05/05
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction  
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 4, 页码: 3832-3845
作者:  Tang, Yunbo;  Chen, Dan;  Zuo, Yiping;  Lu, Xiaoqiang;  Ranjan, Rajiv;  Zomaya, Albert Y.;  Yao, Quanming;  Li, Xiaoli
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：57/0  |  提交时间：2023/04/04
Electroencephalography  Bayes methods  Tensors  Brain modeling  Feature extraction  Time series analysis  Time-frequency analysis  Multivariate time series  Bayesian factorization  sparsity prior  structural feature construction  
Dense Convolutional Network and Its Application in Medical Image Analysis 期刊论文
BIOMED RESEARCH INTERNATIONAL, 2022, 卷号: 2022
作者:  Zhou, Tao;  Ye, XinYu;  Lu, HuiLing;  Zheng, Xiaomin;  Qiu, Shi;  Liu, YunCan
Adobe PDF(2822Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/06/06
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited) 期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:  Xiong, Feng;  He, Di;  Liu, Yujie;  Qi, Meijie;  Gao, Peng;  Zhang, Zhoufeng;  Liu, Lixin
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：171/0  |  提交时间：2021/12/13
Pneumonia image classification  Convolution neural network  Deep learning  VGG19  Support vector machine  eXtreme Gradient Boosting  
Using CNN and HHT to Predict Blood Pressure Level Based on Photoplethysmography and Its Derivatives 期刊论文
BIOSENSORS-BASEL, 2021, 卷号: 11, 期号: 4
作者:  Sun, Xiaoxiao;  Zhou, Liang;  Chang, Shendong;  Liu, Zhaohui
Adobe PDF(2639Kb)  |  收藏  |  浏览/下载：206/8  |  提交时间：2021/05/18
blood pressure  photoplethysmography  derivatives of PPG  convolutional neural network  ensemble empirical mode decomposition  
Patient-specific ECG classification by deeper CNN from generic to dedicated 期刊论文
NEUROCOMPUTING, 2018, 卷号: 314, 页码: 336-346
作者:  Li, Yazhao;  Pang, Yanwei;  Wang, Jian;  Li, Xuelong
Adobe PDF(933Kb)  |  收藏  |  浏览/下载：248/1  |  提交时间：2018/10/12
Ecg Classification  Deep Convolutional Neural Networks (Cnn)  Generic Cnn (gCnn)  Tuned Dedicated Cnn (tdCnn)  Heart Monitoring  Wearable Devices  
Randomly translational activation inspired by the input distributions of ReLU 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 859-868
作者:  Cao, Jiale;  Pang, Yanwei;  Li, Xuelong;  Liang, Jingkun
Adobe PDF(853Kb)  |  收藏  |  浏览/下载：161/1  |  提交时间：2018/12/12
Cnn  Non-linear Activation  Relu  The Input Distributions Of Relu  Random Translation  Rt-relu  
Sparse kernel entropy component analysis for dimensionality reduction of biomedical data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 930-940
作者:  Shi, Jun;  Jiang, Qikun;  Zhang, Qi;  Huang, Qinghua;  Li, Xuelong
Adobe PDF(1811Kb)  |  收藏  |  浏览/下载：326/3  |  提交时间：2015/09/14
Sparse Kernel Entropy Component Analysis  Divide-and-conquer Method  Dimensionality Reduction  Biomedical Data  
Thin Piezoelectric Sheet Assisted PGC Demodulation of Fiber-optic Integrated MZI and Its Application in Under Mattress Vital Signs Monitoring 期刊论文
IEEE Sensors Journal
作者:  Xu, Wei;  Yu, Changyuan;  Dong, Bo;  Wang, Yishan;  Zhao, Wei
Adobe PDF(2978Kb)  |  收藏  |  浏览/下载：97/6  |  提交时间：2022/01/26
Integrated Mach-Zehnder interferometer  matched filter  phase generated carrier  thin piezoelectric sheet  vital signs monitoring.  
MinimalGAN: diverse medical image synthesis for data augmentation using minimal training data 期刊论文
APPLIED INTELLIGENCE
作者:  Zhang, Yipeng;  Wang, Quan;  Hu, Bingliang
Adobe PDF(8189Kb)  |  收藏  |  浏览/下载：68/0  |  提交时间：2022/07/12
Image generation  Data augmentation  Image segmentation  Medical imaging