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Yang and co-workers have prepared gold 2 D nanoparticles chains by using a low Mw chitosan (5000 kDa) [25].
Yang, Preparation and characterization of metal-chitosan nanocomposites[J], Colloid.
Tian, J.
[25] K.Yang, X.

Tian et. al. proposed a hierarchical classifier based on SVM and used this classifier on a 5-class Sleep-EDF database [12]. 91.4% accuracy was reached in this study.
In their study, Yang et. al. used a single-channel EEG-based automatic sleep stage classification model, called 1D-CNN-HMM [33].
Comparison of the results with the literature The study Used Dataset Obtained Accuracy (%) Problem type Hassan et.al. [3] Physionet (Sleep-EDF) 91.5 5-class Hassan et. al. [4] Physionet (Sleep-EDF) 90.11 5-class Hassan et. al. [5] Physionet (Sleep-EDF), Dreams 93.69 5-class Jiang et. al. [6] Physionet (Sleep-EDF) 92.00 5-class Farag et. al. [7] Real Data (12 subjects) 89.81 3-class Mohammadi et. al. [8] Real Data (8 subjects) 92.00 3-class Mohammadi et. al. [9] Real Data (36 subjects) 81.67 3-class Chaozhen et.al. [10] MIT data 89.9 5-class Peker [11] Physionet (Sleep-EDF) 91.57 5-class Tian et. al. [12] Physionet (Sleep-EDF) 91.40 5-class Zhang et.al. [14] Real Data (3 subjects) 82.18 5-class Zhang et.al. [15] Physionet (Sleep-EDF) 82.18 5-class Moeynoi et. al. [16] Physionet (Sleep-EDF) 95.42 5-class Chiriskos et. al. [17] Real data (23 subjects) 92.93 5-class Zhang et.al. [18] Physionet (Sleep-EDF) 89.37 5-class Gia et. al. [19] MIT/BIH 93.08 5-class Sausa et. al. [20] Real data (14
Tian, J.
Yang, X.

Hydroxy-terminated Poly(amidoamine) Dendrimers as Nanocarriers for the Delivery of Antioxidants Ji’an Bi1, a, Yanchao Li2, 3, b, Qianfen Zhuang2, c, Zhenhua Leng1, d, Hongying Jia2, e, Yang Liu2, f, Jianwei Zhou1, g and Libo Du2, h 1School of Chemistry and Materials Science, Guizhou Normal University, Guizhou, China 2State Key Laboratory for Structural Chemistry of Unstable Species, Center for Molecular Science, Institute of Chemistry, Chinese Academy of Sciences, Beijing, China 3Laboratory of Molecular Iron Metabolism, College of Life Science, Hebei Normal University, Shijiazhuang, China a330121709@qq.com, blyc521vip@163.com, czhuangqf@iccas.ac.cn, d937812296@qq.com, ejiahy@iccas.ac.cn, fyliu@iccas.ac.cn, gjianweizhou_2000@yahoo.com, hdulibo@iccas.ac.cn [Submitted: April 3, 2013; revised: April 24, 2013; accepted: April 25, 2013] Keywords: nanoparticle, dendrimer, antioxidant, Vitamin E, oxidative stress, lipid peroxidation.
Tian, G.

Yang, Y.D.
Tian, The causes and case processing of composite shielding insulation tube bus local heat, Electrical Engineering. 9 (2013) 53-57

The study of the interface evolution and the performance of the Ti-Al composite electrode materials Zhaohui Han1, Peixian Zhu2, Xiuqin Yang, Jian Xu Kunming University of Science and Technology, Kunming 650093, China 1hanzhaohui0314@163.com 2zhu_pei_xian@163.com Keywords: Titanium anode; The hot press diffusion bonding; Ti-Al composite materials; Layered compound Abstract: The Ti-Al composite electrode materials was prepared by hot press diffusion bonding in this article, and by the scanning electron microscopy (SEM), the energy dispersive spectroscopy (EDS), four-probe method, electrochemical workstation test means were used to test the structure and properties of the samples.
[4]Jinsheng Pan, Jianmin Tong, Minbo Tian: Fundamentals of Materials Science (Tsinghua University Press, Beijing 2007)

Oliveira 2,c, G.Y.Yang 1,b and J.
Tian, W.

Tian, Simple synthesis of molybdenum disulfide/reduced graphene oxide composite hollow microspheres as supercapacitor electrode material, Materials. 9 (2016) 783
Yang, R.
Yang, Performance enhancement of passively Q-switch Nd: YO4 laser using graphene-molybdenum disulphide heterojunction as a saturable absorber, Opt.
Yang, F.
Yang, J.

Tian, and R.G.
Yang, S.H.
Yang, and L.
Yang, and L.
Yang, Aregenerative Anemia, second ed., Tianjin Science and Techonology Translation Press Company, Tianjin, 2000.

[56] YANG Z J, LIU D F, JI D B, XIAO S B, 2010.
[57] JI D B, LIU D F, YANG Z J, XIAO S B, 2010.
[63] LI Z, FANG F ,GUO J S, CHEN J, ZHANG C, TIAN G, 2009.
[64] YANG Z J, LIU D F, MA J, CHEN Y Y, FANG X F, JI D B, 2012.
[69] JI D B, LIU D F, YANG Z J, YU W, 2010.

Determination of Content of N-butyl Pyridine Tetrafluoroborate in Ethanol by UV-Spectrum Yangyang Song1,a, Peng Tian*1,a, Jidong Duan2,b 1College of Chemistry and Life Science, Shenyang Normal University, Shenyang 110034, China 2Laboratory Centre, Shenyang Normal University, Shenyang 110034, China aemail: tianpenglnu@sina.com, bemail: djd2298@sina.com *: email: tianpenglnu@sina.com Keywords: N-butyl-pyridine tetrafluoroborate, content, ethanol, UV–spectrum Abstract: N-butyl-pyridine tetrafluoroborate is prepared by the double decomposition reaction of BPC and NaBF4.