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The scale -invariant space for attention layer in neural network 期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 1-10
Authors:  Wang, Yue;  Liu, Yuting;  Ma, Zhi-Ming
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Target transfer Q -learning and its convergence analysis 期刊论文
NEUROCOMPUTING, 2020, 卷号: 392, 页码: 11-22
Authors:  Wang, Yue;  Liu, Yuting;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
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A Branch Point on Differentiation Trajectory is the Bifurcating Event Revealed by Dynamical Network Biomarker Analysis of Single-Cell Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 366-375
Authors:  Chen, Ziwei;  Bai, Xiangqi;  Ma, Liang;  Wang, Xiawei;  Liu, Xiuqin;  Liu, Yuting;  Chen, Luonan;  Wan, Lin
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Trajectory  Heuristic algorithms  Mice  Correlation  Reactive power  Pseudo temporal trajectory  branch point  DNB theory  reconstruction  single-cell data  bifurcation  dynamical system  
Multi-scale analysis of schizophrenia risk genes, brain structure, and clinical symptoms reveals integrative clues for subtyping schizophrenia patients 期刊论文
JOURNAL OF MOLECULAR CELL BIOLOGY, 2019, 卷号: 11, 期号: 8, 页码: 678-687
Authors:  Ma, Liang;  Rolls, Edmund T.;  Liu, Xiuqin;  Liu, Yuting;  Jiao, Zeyu;  Wang, Yue;  Gong, Weikang;  Ma, Zhiming;  Gong, Fuzhou;  Wan, Lin
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Schizophrenia  PANSS  multi-scale analysis  hot cluster  grey matter volume  pathway  
multiscaleanalysisofschizophreniariskgenesbrainstructureandclinicalsymptomsrevealsintegrativecluesforsubtypingschizophreniapatients 期刊论文
journalofmolecularcellbiology, 2019, 卷号: 11, 期号: 8, 页码: 678-687
Authors:  Ma Liang;  Rolls Edmund T;  Liu Xiuqin;  Liu Yuting;  Jiao Zeyu;  Wang Yue;  Gong Weikang;  Ma Zhiming;  Gong Fuzhou;  Wan Lin
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A new method for modeling coalescent processes with recombination 期刊论文
BMC Bioinformatics, 2014, 卷号: 15, 期号: 1
Authors:  Wang,Ying;  Zhou,Ying;  Li,Linfeng;  Chen,Xian;  Liu,Yuting;  Ma,Zhi-Ming;  Xu,Shuhua
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Recombination  Coalescence  Ancestral recombination graph (ARG)  Sequentially markov coalescent (SMC)  
WEB MARKOV SKELETON PROCESSES AND THEIR APPLICATIONS 期刊论文
TOHOKU MATHEMATICAL JOURNAL, 2011, 卷号: 63, 期号: 4, 页码: 665-695
Authors:  Liu, Yuting;  Ma, Zhi-Ming;  Zhou, Chuan
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Web Markov skeleton process  semi-Markov process  mirror semi-Markov process  information retrieval on the Web  
Page importance computation based on Markov processes 期刊论文
INFORMATION RETRIEVAL, 2011, 卷号: 14, 期号: 5, 页码: 488-514
Authors:  Gao, Bin;  Liu, Tie-Yan;  Liu, Yuting;  Wang, Taifeng;  Ma, Zhi-Ming;  Li, Hang
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Page importance  PageRank  BrowseRank  Web Markov skeleton process  Mirror semi-Markov process  
A framework to compute page importance based on user behaviors 期刊论文
INFORMATION RETRIEVAL, 2010, 卷号: 13, 期号: 1, 页码: 22-45
Authors:  Liu, Yuting;  Liu, Tie-Yan;  Gao, Bin;  Ma, Zhiming;  Li, Hang
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User browsing process  Continuous-time time-homogeneous Markov process  Staying time  BrowseRank