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Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
收藏  |  浏览/下载：96/0  |  提交时间：2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：102/0  |  提交时间：2022/06/21
A Comprehensive Survey on Community Detection With Deep Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:  Su, Xing;  Xue, Shan;  Liu, Fanzhen;  Wu, Jia;  Yang, Jian;  Zhou, Chuan;  Hu, Wenbin;  Paris, Cecile;  Nepal, Surya;  Jin, Di;  Sheng, Quan Z.;  Yu, Philip S.
收藏  |  浏览/下载：147/0  |  提交时间：2022/04/29
Deep learning  Taxonomy  Optimization  Partitioning algorithms  Clustering algorithms  Social networking (online)  Peer-to-peer computing  Community detection  deep learning  graph neural network  network representation  social networks  
A kernel non-negative matrix factorization framework for single cell clustering 期刊论文
APPLIED MATHEMATICAL MODELLING, 2021, 卷号: 90, 页码: 875-888
作者:  Jiang, Hao;  Yi, Ming;  Zhang, Shihua
收藏  |  浏览/下载：127/0  |  提交时间：2021/04/26
Single cell RNA-sequencing  Kernel non-negative matrix factorization  Cellular heterogeneity  
scTIM: seeking cell-type-indicative marker from single cell RNA-seq data by consensus optimization 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 8, 页码: 2474-2485
作者:  Feng, Zhanying;  Ren, Xianwen;  Fang, Yuan;  Yin, Yining;  Huang, Chutian;  Zhao, Yimin;  Wang, Yong
收藏  |  浏览/下载：182/0  |  提交时间：2020/06/30
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：164/0  |  提交时间：2020/05/24
Gene expression  Sequential analysis  Bioinformatics  RNA  Matrix converters  Computational biology  Bayes methods  Single-cell RNA-sequencing technique  dropout event  imputation  algorithm  bioinformatics  
ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 411-421
作者:  Feng, Zhan-Ying;  Wang, Yong
收藏  |  浏览/下载：186/0  |  提交时间：2020/05/24
Feature extraction  Topology  Ground penetrating radar  Geophysical measurement techniques  Redundancy  Maintenance engineering  Manganese  Feature selection  topology maintenance  optimization  single cell  
Clustering phase of a general constraint satisfaction problem model d-k-CSP 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 537, 页码: 15
作者:  Xu, Wei;  Gong, Fuzhou;  Zhou, Guangyan
收藏  |  浏览/下载：195/0  |  提交时间：2020/05/24
Constraint satisfaction problem  Solution space structure  Clustering phase transition  Problem hardness  Belief propagation  
基于\货到人\拣选模式的储位分配问题研究 期刊论文
运筹与管理, 2020, 卷号: 29.0, 期号: 002, 页码: 1-11
作者:  李珍萍;  范欣然;  吴凌云
收藏  |  浏览/下载：161/0  |  提交时间：2021/01/14
货到人  储位分配  整数非线性规划  聚类  贪婪算法  单亲进化遗传算法  
Detecting the evolving community structure in dynamic social networks 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2019, 页码: 19
作者:  Liu, Fanzhen;  Wu, Jia;  Xue, Shan;  Zhou, Chuan;  Yang, Jian;  Sheng, Quanzheng
收藏  |  浏览/下载：152/0  |  提交时间：2020/05/24
Dynamic social networks  Community structure  Evolutionary clustering  Migration operator