Archievements: |
Ø Scientific projects 1. Study on LZ complexity based on local perception for quality assessment of dynamic physiological signal. R&D funds from the China Postdoctoral Science Foundation Funded Project (No. 2017M612280): RMB 50,000, Principal Investigator (1/5). 2017.05-2019.09 2. Fuzzy measure entropy and its application in the detection of congestive heart failure. R&D funds from the Excellent Young Scientist Awarded Foundation of Shandong Province in China (No. BS2013DX029): RMB 50,000, Main Project Participant (4/8). 2013.10-2015.10 3. Theory and technique study of entropy measure based on the synergism between fuzzy concept and signal quality assessment. R&D funds from the National Natural Science Foundation of China (No. 61201049): RMB 250,000, Main Project Participant (4/7). 2013.01-2015.12 Ø Journal Papers (* Corresponding author) PUBLISHED (* corresponding author) 1. Y.T. Zhang*, Z.G. Ma and Z.S. Liu, Nonlinear Quality Indices Based on a Novel Lempel-Ziv Complexity for Assessing Quality of Multi-lead ECGs Collected in Real Time, submitted to Journal of Information Processing Systems. (accepted) 2. Y.T. Zhang*, C.Y. Liu, S.S. Wei, Y.G. Liu and H. Liu, Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. IEEE Access, 2018, 6: 67653-67664. (SCI IF: 3.557) 3. Y.T. Zhang *, S.S. Wei, L. Zhang and C.Y. Liu, Comparing the Performance of Random Forest, SVM and Their Variants for ECG Quality Assessment Combined with Nonlinear Features. Journal of medical and biological engineering, 2018: 1-12. Online (SCI IF: 1.211) 4. Y.T. Zhang, S.S. Wei*, H. Liu, L.N. Zhao and C.Y. Liu*, A novel encoding Lempel–Ziv complexity algorithm for quantifying the irregularity of physiological time series， Computer methods and programs in biomedicine, 2016, 133: 7-15 (SCI, IF: 1.819) 5. Y.T. Zhang *, C.Y. Liu, H. Liu and S.S. Wei, Complexity Analysis of Physiological Signals Using Encoding Lempel-Ziv Algorithm. Journal of Biomedical Engineering, 2016, 33(6): 1176-1182. (EI) (in chinese) 6. Y.T. Zhang, S.S. Wei*, Di Maria C and C.Y. Liu*, Using Lempel–Ziv Complexity to Assess ECG Signal Quality. Journal of medical and biological engineering, 2016, 36(5): 625-634. (SCI, IF: 1.010) 7. Y.T. Zhang, S.S. Wei*, Y.T. Long and C.Y. Liu, Performance analysis of multiscale entropy for the assessment of ECG signal quality. Journal of Electrical and Computer Engineering, 2015, 2015: 31. (EI) 8. Y.T. Zhang, C.Y. Liu, S.S. Wei*, C.Z. Wei and F.F. Liu, ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. Journal of Zhejiang University SCIENCE C, 2014, 15(7): 564-573. (SCI, IF: 0.386) 9. Y. Wang, S.S. Wei*, S. Zhang, Y.T. Zhang, L.Z. Zhao, C.Y. Liu* and A. Murray, Comparison of the variability of HRV indices between inter- and intra-subject: an observational study for normal sinus rhythm subjects and congestive heart failure patients. Draft ready, Biomedical Signal Processing and Control, 2018, 42: 30-36. (SCI IF: 2.214) 10. M.F. Xu, S.S. Wei*, X.W. Qin, Y.T. Zhang and C.Y. Liu*, Rule-based method for morphology classification of ST segment in ECG signal, Journal of Medical and Biological Engineering, 2015, 35(6): 816-823. (SCI IF: 0.971) 11. L.N. Zhao, S.S. Wei*, C.Q. Zhang, Y.T. Zhang and C.Y. Liu*, Determination of sample entropy and fuzzy measure entropy parameters for distinguishing congestive heart failure from normal sinus rhythm subjects, Entropy, 2015, 17(9): 6270-6288. (SCI IF: 1.502) Ø Conference Papers 12. Y.T. Zhang*, H. Liu, S.S. Wei and Z.S. Liu, To improve performance of entropy methods for analyzing physiological signals using a novel symbolic approach, Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2017 10th International Congress on. IEEE, 2017: 1-6. (EI) 13. Y.T. Zhang*, S.S. Wei, Normal and abnormal Phonocardiogram classification based waveform and frequency features using LSSVM, Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2017 13th International Conference on. IEEE, 2017: (EI) 14. Y.T. Zhang*, S.S. Wei, L. Zhang and C.Y. Liu, A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine, Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2016 12th International Conference on. IEEE, 2016: 966-971. (ISTP & EI) 15. Y.T. Zhang*, S.S. Wei, Y.T. Long and C.Y. Liu, On applying multi-scale entropy to quality assessment of ECG collected via mobile phone, Control Conference (CCC), 2015 34th Chinese. IEEE, 2015: 4767-4771. (EI) Ø patent for Invention 2017 S.S. Wei, Y.T. Zhang, C.Y. Liu and X.Y. Xu, Quantitative scale method of biological signals based on ELZ coding algorithm. 2017, No.：ZL201510567566.1 Research (before 2014) Ø enterprise projects 1. New carpet loom microcomputer jacquard system. R&D funds from the enterprise-funded research projects: RMB 100,000, Principal Investigator (1/5). 2013.05-, unfinished 2. Jacquard control system for high speed inclined plane carpet loom, the science and technology development project of Weihai city. RMB 100,000, Main Project Participant (3/5). 2010.07-2012.10 3. Jacquard control system. R&D funds from the enterprise-funded research projects: RMB 100,000, Principal Investigator (1/5). 2007.05-2009.10 4. Jacquard device for carpet loom based on PC, the science and technology development project of Weihai city. RMB 200,000, Main Project Participant (3/5). 2001.03-2002.12 Ø HONORS AND AWARDS 2011 Won the second prize of Science and Technology Award of Shandong Province, China, 2011, Main Project Participant (3/6). Project: BL intelligent high speed carpet loom. 2011 Won the first prize of Science and Technology Award of Rizhao City, China, 2011, Main Project Participant (3/6). Project: BL intelligent high speed carpet loom. |
