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CASIA OpenIR

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A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
收藏  |  浏览/下载：201/0  |  提交时间：2022/12/27
Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:  Wu, Wenming;  Zhang, Wensheng;  Ma, Xiaoke
收藏  |  浏览/下载：194/0  |  提交时间：2022/07/25
single-cell multi-omics data  integrative analysis  adaptive graph learning  cell type  
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：345/64  |  提交时间：2022/06/10
Knowledge graph embedding  Out-of-knowledge-graph entities  Knowledge graph completion  Similarity search  
A knee point-driven many-objective pigeon-inspired optimization algorithm 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2022, 页码: 23
作者:  Zhao, Lihong;  Ren, Yeqing;  Zeng, Youqian;  Cui, Zhihua;  Zhang, Wensheng
收藏  |  浏览/下载：187/0  |  提交时间：2022/06/10
Knee point  Knee-oriented dominance  Many-objective optimization  Pigeon-inspired algorithm  Preference  
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
作者:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：264/0  |  提交时间：2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Partial Domain Adaptation by Progressive Sample Learning of Shared Classes 期刊论文
Neural Processing Letters, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:  Lei, Tian;  Yongqiang, Tang;  Wensheng, Zhang
Adobe PDF(912Kb)  |  收藏  |  浏览/下载：216/60  |  提交时间：2022/04/06
Partial domain adaptation  Domain adaptation  Transfer learning  Self-paced learning  Low-dimensional subspace learning  
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:  Hu, Liangchen;  Zhang, Wensheng;  Dai, Zhenlei
收藏  |  浏览/下载：191/0  |  提交时间：2022/02/16
Feature selection and extraction  joint L-2,L-1-norms sparsity  locality-aware graph learning  marginal representation learning  
An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 583, 页码: 56-72
作者:  Zhang, Zhixia;  Zhao, Mengkai;  Wang, Hui;  Cui, Zhihua;  Zhang, Wensheng
收藏  |  浏览/下载：175/0  |  提交时间：2022/01/27
Interval optimization  Interval many-objective optimization  Many-objective evolutionary algorithm  Cloud task scheduling  
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:  Cui, Zhihua;  Jing, Xuechun;  Zhao, Peng;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：231/0  |  提交时间：2021/11/02
Sparse matrices  Internet of Things  Clustering algorithms  Correlation  Artificial intelligence  Servers  Hyperspectral imaging  Close neighbors  data analysis  hyperspectral images (HSIs)  Internet of Things (IoT)  subspace clustering  
Explainable recommendation based on knowledge graph and multi-objective optimization 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:  Xie, Lijie;  Hu, Zhaoming;  Cai, Xingjuan;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：210/0  |  提交时间：2021/05/06
Recommendation system  Knowledge graph  Multi-objective optimization  Explainability