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Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 9
Authors:  Xi, Jianing;  Wang, Dan;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua
Favorite  |  View/Download:7/0  |  Submit date:2022/11/14
Drug recommendation  Explainability  Traceability  Omic data  
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
Authors:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
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Time-frequency analysis  Feature extraction  Predictive models  Optimization  Topology  Measurement  Logic gates  Temporal link prediction  dynamic graphs  graph embedding  neural networks  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
Authors:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
Favorite  |  View/Download:34/0  |  Submit date:2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
Authors:  Xi, Jianing;  Miao, Zhaoji;  Liu, Longzhong;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua;  Li, Xuelong
Favorite  |  View/Download:36/0  |  Submit date:2021/12/28
Breast ultrasound  Knowledge graph  Tensor decomposition  Limited labeled samples  
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yajing, Wu;  Xuebing, Yang;  Yongqiang, Tang;  Chenyang, Zhang;  Guoping, Zhang;  Wensheng, Zhang
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Quantitative precipitation forecasting  graph convolutional networks (GCN)  spatiotemporal model  radar-rain gauge data merging  
Classifying Clear Air Echoes via Static and Motion Streams Network 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Qu, Yuxun;  Zhang, Chenyang;  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Zhang, Guoping
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Radar  Radar imaging  Atmospheric modeling  Training  Streaming media  Image segmentation  Image sequences  Classification of nonprecipitation echoes  clear air echoes  feature fusion  radar image segmentation  
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1223-1237
Authors:  Tang, Yongqiang;  Xie, Yuan;  Yang, Xuebing;  Niu, Jinghao;  Zhang, Wensheng
Favorite  |  View/Download:69/0  |  Submit date:2021/03/29
Kernel  Time series analysis  Time measurement  Clustering algorithms  Optimization  Task analysis  Time series clustering  multiple kernels clustering  self-paced learning  tensor optimization  
MEAD: a Mask-guidEd Anchor-free Detector for oriented aerial object detection 期刊论文
Applied Intelligence, 2021, 期号: 0, 页码: 0
Authors:  Zewen He;  Zhida Ren;  Xuebing Yang;  Yang Yang;  Wensheng Zhang
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Oriented aerial object detection  Anchor-free detector  Mask-guided mechanism  Cascade structure  
Consistent scale normalization for object perception 期刊论文
APPLIED INTELLIGENCE, 2021, 期号: 51, 页码: 4490-4502
Authors:  Zewen He;  He Huang;  Yudong Wu;  Xuebing Yang;  Wensheng Zhang
Adobe PDF(3338Kb)  |  Favorite  |  View/Download:72/4  |  Submit date:2021/03/01
Object detection  Scale variation  Scale normalization  Feature Pyramid Network (FPN)  
Improving Domain-adaptive Person Re-identification by Dual-alignment Learning with Camera-aware Image Generation 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 卷号: 31, 期号: Early Access, 页码: 1 - 1
Authors:  Chenyang Zhang;  Yongqiang Tang;  Zhizhong Zhang;  Ding Li;  Xuebing Yang;  Wensheng Zhang
Adobe PDF(7184Kb)  |  Favorite  |  View/Download:99/6  |  Submit date:2021/06/23
Person Re-identification  Convolutional Neural Networks  Generative Adversarial Networks  Mutual Information