Professor, Doctoral Supervisor
School of Electronics and Information Engineering
(1) Communication and Information System; (2) Electronic Science and Technology
1. Machine Learning and Pattern Recognition
2. Wireless communication and sensor Network
3. Image and video processing
4. Intelligent Information Processing
(1) Jan. 2006: Ph.D. degree, Information and Communication Engineering, Xi’an Jiaotong University, China
(2) Jul. 1999: M.S. degree, Seismic Signal Processing, Chengdu University of Technology (CDUT), China
(3) Jul. 1995: B.E. degree, Applied Geophysics, Chengdu University of Technology (CDUT), China
(1) Feb. 2015 – Feb. 2016
Visiting scholar, University of Texas at Austin, U.S.A.
(2) Jun. 2013 – Aug. 2014
Postdoctoral fellow, Research Group of Oil and Gas Resources, Institute of Geology and Geophysics (IGG), Chinese Academy of Sciences (CAS)
(3) Sep. 2013.09 – Aug. 2014
Visiting scholar, School of Mathematical Sciences, Peking University, China
(4) Sep. 2012 – Oct. 2012
Short term visiting scholar for cooperation, Biomedical Imaging Division, School of Biomedical Engineering and Sciences, Wake Forest University, U.S.A
(5) Aug. 2008 – Mar. 2011
Postdoctoral fellow, Research and Development Center, Bureau of Geophysical Prospecting (BGP), China National Petroleum Corporation (CNPC)
(6) Sep. 2009 – Oct. 2009
Short term visiting scholar for cooperation, Unit of Business and Engineering, Savonia University of Applied Sciences, Finland
(7) March. 2007 – Present
Lecturer (Mar. 2007-Dec.2007), Associate Professor (Jan. 2008 – Dec. 2013), Professor (Jan. 2014-), Dean of Department of Communication Engineering, School of Electronics and Information Engineering , Hebei University of Technology
主要科研项目及角色 (Research Grants and roles)
 National Natural Science Foundation of China (No.60972106). Research on multi-scale Gaussian processes model with its learning curves, Jan. 2010-Dec. 2012, PI
 Postdoctoral Fund under the Postdoctoral Fellowship of Bureau of Geophysical Prospecting (BGP), CNPC. First arrival intelligent detection and 3D pre-stack seismic data regularization, Aug. 2008-Mar. 2011, PI
 Technical Innovation Foundation of Small and Medium-sized Enterprises in Tianjin (No.13ZXCXGX22400). Automatic recognition system of seismic first arrival based on multiple features, Oct. 2013-Sep. 2014, PI
 Hebei Provincial Natural Science Foundation of China (F2013202254). The fast training algorithms with applications of multi-scale Gaussian processes model, Jan. 2013-Dec. 2015, PI
 China Postdoctoral Science Foundation (No.20090450750). The learning curve and its upper bounds of Multi-scale Gaussian processes model, Aug. 2009-Jul. 2011, PI
 Humanity and Social Science Foundation of Ministry of Education of China (15YJA630108). Application on financial time series prediction of multi-scale Gaussian processes model., Sep. 2015-Sep.2018, PI
 China Postdoctoral Science Foundation (No.2014M561053). 3D pre-stack seismic data regularization with sparse constrain based on the Bayesian inference, July.2014-June 2016. PI
请列举5篇左右代表性论文或著作。(Please list 5 representative publications)
 Zhou Yatong. A POCS method for iterative deblending constrained by a blending mask. Journal of Applied Geophysics, 2017, 138: 245-254.
 Zhou Yatong, Zhang Taiyi, and Chen Zhigang. Applying Bayesian approach to decision tree. Lecture Notes in Artificial Intelligence, Springer-Verlag. 2006, 4114: 290-295.
 Zhou Yatong, Zhang Taiyi, and Li Xiaohe. Predicting nonstationary time series with multi-scale Gaussian processes model. Lecture Notes in Computer Science, Springer-Verlag. 2006, 4232 (Part I): 513-520.
 Sun Jiancheng, Zheng Chongxun, Zhou Yatong. Nonlinear noise reduction of chaotic time series based on multidimensional recurrent LS-SVM. Neurocomputing, 2008, 10: 3675-3679.
 Chen Yangkang, Jiao Shebao, Ma Jianwei, Chen Hanming, Zhou Yatong, Guan Shuwei. Ground-roll noise attenuation using a simple and effective approach based on local band-limited orthogonalization. IEEE Geoscience and Remote Sensing Letters, 2015,12(11):2316-2320.
 Sun Jiancheng, Zheng Chongxun, Li Xiaohe, and Zhou Yatong. Analysis of the distance between two classes for tuning SVM hyper-parameters. IEEE Trans. Neural Networks. 2010, 21(2): 305-318.
 Zhou Yatong, Wang Rui, Xia Kewen. Nonlinear prediction of fast fading channel based on minimax probability machine. 6th IEEE Conf. on Industrial Electronics and Applications (ICIEA), June 21-23, 2011. Beijing. 451-454.
 Zhou Yatong, Li Dan, Xia Kewen. An approach to video text localization based on gradient discrete cosines transform. International Symposium. on Intelligent Signal Process and Communication System (ISPACS). Dec. 6-8, 2010, Chengdu.
招生信息 ( Opening positions )
A PhD position starting from September 2017 is available at Prof. Zhou Yatong research group for major in Electronic Science & Technology, HEBUT, China, with full scholarship support during four-year academic period. Prof. Zhou is looking for a highly motivated and diligent international PhD student with Bachelor or Master (preferred) degree in EE or CS or related fields to conduct research on the above topics and exciting projects in his research group. Interested applicants please contact Prof. Zhou via email at firstname.lastname@example.org, including the CV (in English or Chinese), transcripts and publications (if any).