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Imputing single-cell RNA-seq data by considering cell heterogeneity and prior expression of dropouts 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2021, 卷号: 13, 期号: 1, 页码: 29-40
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：129/0  |  提交时间：2021/10/26
single-cell RNA-seq  dropout  imputation  low-rank  systems biology  
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：147/0  |  提交时间：2021/01/14
Sparse matrices  Pattern recognition  Data integration  Prediction algorithms  Data models  Matrix decomposition  Signal processing algorithms  Bioinformatics  data integration  network-regularized constraint  nonnegative matrix factorization (NMF)  pattern recognition  
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：163/0  |  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  
Learning common and specific patterns from data of multiple interrelated biological scenarios with matrix factorization 期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 13, 页码: 6606-6617
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：192/0  |  提交时间：2020/01/10
新一代并行可扩展裂缝性油藏聚合物驱模拟器的开发 期刊论文
计算机工程与科学, 2019, 卷号: 041, 期号: 006, 页码: 993
作者:  钟贺;  刘辉;  崔涛;  王昆;  何也;  沈丽华;  杨渤;  何睿健;  朱舟元;  胡景宏;  陈掌星
收藏  |  浏览/下载：162/0  |  提交时间：2020/01/10
Necessary and sufficient conditions for bounded distributed mean square tracking of multi-agent systems with noises 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 卷号: 26, 期号: 4, 页码: 631-645
作者:  Li, Wuquan;  Li, Tao;  Xie, Lihua;  Zhang, Ji-Feng
收藏  |  浏览/下载：107/0  |  提交时间：2018/07/30
distributed tracking  noises  leader-following  multi-agent systems  
Finite automata approach to observability of switched Boolean control networks 期刊论文
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2016, 卷号: 19, 页码: 186-197
作者:  Zhang, Kuize;  Zhang, Lijun;  Xie, Lihua
收藏  |  浏览/下载：106/0  |  提交时间：2018/07/30
Switched Boolean control network  Observability  Weighted pair graph  Finite automaton  Formal language  Semi-tensor product of matrices  
Invertibility and nonsingularity of Boolean control networks 期刊论文
AUTOMATICA, 2015, 卷号: 60, 页码: 155-164
作者:  Zhang, Kuize;  Zhang, Lijun;  Xie, Lihua
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
Boolean control network  Invertibility  Nonsingularity  Symbolic dynamics  Weighted pair graph  Semi-tensor product of matrices  Control of the mammalian cell cycle  
Distributed Projection-Based Algorithms for Source Localization in Wireless Sensor Networks 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 卷号: 14, 期号: 6, 页码: 3131-3142
作者:  Zhang, Yanqiong;  Lou, Youcheng;  Hong, Yiguang;  Xie, Lihua
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Source localization  wireless sensor networks  distributed algorithms  intersection computation  constrained convex optimization  
Distributed Consensus With Limited Communication Data Rate 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 卷号: 56, 期号: 2, 页码: 279-292
作者:  Li, Tao;  Fu, Minyue;  Xie, Lihua;  Zhang, Ji-Feng
收藏  |  浏览/下载：117/0  |  提交时间：2018/07/30
Average-consensus  communication energy  data rate  distributed consensus  distributed coordination  distributed estimation  multi-agent systems  quantization  sensor network