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Prioritizing predictive biomarkers for gene essentiality in cancer cells with mRNA expression data and DNA copy number profile 期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 23, 页码: 3975-3982
作者:  Guan, Yuanfang;  Li, Tingyang;  Zhang, Hongjiu;  Zhu, Fan;  Omenn, Gilbert S.
Adobe PDF(559Kb)  |  收藏  |  浏览/下载:176/0  |  提交时间:2019/01/17
Identifying the linear region based on machine learning to calculate the largest Lyapunov exponent from chaotic time series 期刊论文
CHAOS, 2018, 卷号: 28, 期号: 12, 页码: 7
作者:  Zhou, Shuang;  Wang, Xingyuan
Adobe PDF(767Kb)  |  收藏  |  浏览/下载:104/0  |  提交时间:2019/02/19
Neural & Bio-inspired Processing and Robot Control 期刊论文
FRONTIERS IN NEUROROBOTICS, 2018, 卷号: 12, 页码: 2
作者:  Khan, Ameer Hamza;  Li, Shuai;  Zhou, Xuefeng;  Li, Yangming;  Khan, Muhammad Umer;  Luo, Xin;  Wang, Huanqing
Adobe PDF(159Kb)  |  收藏  |  浏览/下载:172/0  |  提交时间:2018/12/13
bio-inspired  robot control  neural processing  processing  intelligent algorithm  
Assessment of physiological responses and growth phases of different microalgae under environmental changes by Raman spectroscopy with chemometrics 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 卷号: 204, 页码: 287-294
作者:  He, Shixuan;  Fang, Shaoxi;  Xie, Wanyi;  Zhang, Ping;  Li, Zhe;  Zhou, Daming;  Zhang, Zhiyou;  Guo, Jinsong;  Du, Chunlei;  Du, Jinglei;  Wang, Deqiang
Adobe PDF(3137Kb)  |  收藏  |  浏览/下载:463/0  |  提交时间:2018/09/25
Water Eutrophication  Raman Mapping Spectroscopy  Cell Physiology And Growth Phases Of Microalgae  Principal Component Analysis  Support Vector Machine  
Spatio-Temporal Patterns and Impacts of Sediment Variations in Downstream of the Three Gorges Dam on the Yangtze River, China 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 11, 页码: 17
作者:  Chen, Jilong;  Fang, Xinrui;  Wen, Zhaofei;  Chen, Qiao;  Ma, Maohua;  Huang, Yuanyang;  Wu, Shengjun;  Yang, Liang Emlyn
Adobe PDF(2812Kb)  |  收藏  |  浏览/下载:182/0  |  提交时间:2019/01/17
suspended sediment concentration  Three Gorges Dam  riverbank collapse  impoundment  
Modified Primal-Dual Neural Networks for Motion Control of Redundant Manipulators With Dynamic Rejection of Harmonic Noises 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4791-4801
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin
Adobe PDF(2696Kb)  |  收藏  |  浏览/下载:292/0  |  提交时间:2018/11/01
Dual neural network  kinematic control  redundancy resolution  robotic manipulator  
Modified Primal-Dual Neural Networks for Motion Control of Redundant Manipulators With Dynamic Rejection of Harmonic Noises 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4791-4801
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin
Adobe PDF(2696Kb)  |  收藏  |  浏览/下载:289/0  |  提交时间:2019/06/26
Dual neural network  kinematic control  redundancy resolution  robotic manipulator  
A comparison of various approaches used in source apportionments for precipitation nitrogen in a mountain region of southwest China 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 241, 页码: 810-820
作者:  Cui, Jian;  Zhou, Fengwu;  Gao, Min;  Zhang, Liuyi;  Zhang, Leiming;  Du, Ke;  Leng, Qiangmei;  Zhang, Yuanzhu;  He, Dongyi;  Yang, Fumo;  Chan, Andy
Adobe PDF(965Kb)  |  收藏  |  浏览/下载:199/0  |  提交时间:2018/09/25
Source Apportionment  Method Inter-comparison  Precipitation Nitrogen  Delta N-15 Signature  
A similarity-based approach to leverage multi-cohort medical data on the diagnosis and prognosis of Alzheimer's disease 期刊论文
GIGASCIENCE, 2018, 卷号: 7, 期号: 7, 页码: 10
作者:  Zhang, Hongjiu;  Zhu, Fan;  Dodge, Hiroko H.;  Higgins, Gerald A.;  Omenn, Gilbert S.;  Guan, Yuanfang
收藏  |  浏览/下载:144/0  |  提交时间:2020/02/14
Gaussian Process Regression  Alzheimer's Disease  Patient similarity network  Kernel method  Machine learning  
An Inherently Nonnegative Latent Factor Model for High-Dimensional and Sparse Matrices from Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:  Luo, Xin;  Zhou, MengChu;  Li, Shuai;  Shang, MingSheng
收藏  |  浏览/下载:508/0  |  提交时间:2018/07/02
Big data  high-dimensional and sparse matrix  learning algorithms  missing-data estimation  nonnegative latent factor analysis  optimization methods recommender system