姓名： 朱国魂
副教授 男 桂林电子科技大学 邮箱:ccghzhu@guet.edu.cn





研究领域生物医学信号处理，复杂网络，数据挖掘，自然语言处理，机器学习与模式识别。
个人简介朱国魂，博士，广西****之一，桂林电子科技大学副教授，昆士兰大学信息技术和电子工程学院博士后研究员。目前他主要采用机器学习和图论方法研究生物医学信号处理，大数据和智慧城市。2015年他获得了澳大利亚南昆士兰大学博士学位。此前，他还在日本东京工业大学做过客座研究员。目前他参与了三个科研项目，其中两个是项目负责人。其发表了过200篇论文。是国际期刊Journal of Advanced Computational Intelligence and Intelligent Informatics ( ESCI检索， Q3区）的副主编。也是国际期刊Journal of Medical Imaging and Health Informatics(SCI检索，Q4区）的副主编。

教育经历
1.2011/8–2014/12， University of Southern Queensland， 生物医学工程，
博士， 导师：Yan Li
科研与学术工作经历：
1.2015/5-至今，昆士兰大学，Postdoctoral Research fellow，合作导师：Jane Hunter
2.2010/2-至今，桂林电子科技大学，电子工程与自动化学院，副教授
3.2006/7-2010/1，桂林电子科技大学，计算机学院，副教授
4.2005/7-2006/6，Tokyo Institute of Technology，Department of
Computer，副研究员
主持或参加科研项目（课题）（从2011年开始，按时间倒序排序）：
1. 昆士兰大学科研项目 2016 Philanthropic Grants for Early Career Engineering Researchers. 2016.12-至今 2.5万澳元 主持
2. 广西云计算与大数据协同创新中心课题项目： 基于社交煤体的流感大数据分析. 2016.12-至今 5万元 主持
3. 澳大利亚政府ARC Life项目：Urban Analytics Data Infrastructure (http://www.csdila.unimelb.edu.au/projects/UADI/p_team), 2016-至今，150万澳元，在研 ， 主要参与。
4.澳大利亚昆士兰大学Strategic项目,UQ Image Opinion Analysis System，2015/04 -至今，20万澳元，主要参与。
5.广西科学与技术开发计划课题，桂科攻**-8,支持二维条码的物联网喷码机研制，2011.01-2012.12，100万元，已结题，主持
5. 国家自然科学基金青年科学基金项目,**，基于描述逻辑和模型检测的行动理论研究,2010/01-2012/12，18万元，已结题，主要参与。
授权发明专利：
(1) 党选举，李爽，姜辉，伍锡如，张向文，杨青，朱国魂，唐士杰，莫妍，量测噪声方差阵相匹配的电池电荷状态估计方法与系统，2015.6.17-2035.3.31，中国，CN6.8。
(2) 党选举，杨阳，姜辉，伍锡如，张向文，朱国魂，李爽，一种光伏阵列最大功率点滑模跟踪控制方法及系统，2015.3.25-2034.12.23，中国，CN6.4。
(3) 覃举存，吴静，潘光明，朱国魂，林燕雄，罗翌陈，基于二维码的分布式门禁考勤系统，2013.6.19-2022.2.14，广西，CN9.6。
获得学术奖励：
(1) Guohun Zhu(1/1)，Excellent Presentation
Award，IWACIII2009，国际学术性奖励证书，国际学术性奖励，2009。（Guohun Zhu）
(2) Guohun Zhu(1/1)，Session Best Presentation
Award，ISCIIA2008，国际学术性奖励证书，国际学术性奖励，2008。（Guohun Zhu）

所发表论文（2013-至今）
专著章节:
[1] G. Zhu, Y. Li, P. p. Wen, and S. Wang, "Classifying epileptic EEG signals with delay permutation Entropy and multi-scale K-means," in Signal and Image Analysis for Biomedical and Life Sciences, Sun, C., Bednarz, T., Pham, T.D., Vallotton, P., Wang, D. (Eds.), Springer, 2015.
期刊论文：
[2]G. Zhu, J. Hunter, F. Zong. (2017) Counting Missing Pattern Analysis of Interictal iEEG for Epileptic Focus Localization. Basic & Clinical Pharmacology & Toxicology. 已录用， 影响因子: 3.175
[3]Tao, J., He, X., Shi, Y., Zhu, G., Liu, S., Zhang, Z., … Zhang, P. (2017). Epidemiology of 45,616 suspect cases of Hand, Foot and Mouth Disease in Chongqing, China, 2011–2015. Scientific Reports, 7, 45630.
影响因子: 4.259
[4] Y. Lv, G. Zhu, Y. Cai. "Analysis of influencing factors of patients with hypertension complicating coronary heart disease based on Cox regression model". Journal of Guilin University of Electronic Technology. vol.36 no.2, pp. 136-139, 2016.
[5] M. Xi and G. Zhu. "Multi-scale Permutation Entropy and Its Applications in the Identification of Seizures". Journal of biomedical engineering, vol.32 no.4, pp. 751-756,2015.
[6] Y. Lv, L. Pang, and G. Zhu. "Measuring the Polarization Degree Based on Optimal Window Median Filtering Algorithm". Journal of Advanced Computational Intelligence and Intelligent Informatics, vol.19 no.2, pp. 264-268, 2015. 影响因子: 0.23
[7] G. Zhu, Y. Li, P. Wen, Shuafang Wang, "Analysis of Alcoholic EEG signals based on Horizontal Visibility Graph Entropy," Brain Informatics, vol.1, no.1, pp. 19-25, 2014.
[8] S. Wang, G. Zhu, Y. Li, P. Wen, and B. Song, "Analysis of Epileptic EEG Signals with Simple Random Sampling J48 Algorithm," International Journal of Bioscience, Biochemistry and Bioinformatics vol. 4, pp. 78-81, 2014.
[9] G. Zhu, Y. Li, and P. Wen, "Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm," Computer Methods and Programs in Biomedicine, vol. 115, pp. 64-75. 2014. 影响因子: 2.503
[10] G. Zhu, Y. Li, and P. P. Wen, "Analysis and Classification of Sleep Stages Based on Difference Visibility Graphs from a Single Channel EEG Signal," IEEE Journal of Biomedical and Health Informatics, vol. 18, no.6, pp. 1813-1821 , 2014. 影响因子: 3.451
[11] X. Wu, G. Zhu, P. Hou, Z. Liu, “Discussion on optimization of variable frequency chilled water pumps combination in central air-conditioning”, Refrigeration and Air-Conditioning, vol. 14, no. 6, pp. 57-62, 2014.
[12] G. Wang, H. Wang, X. Tao, J. Zhang, and G. Zhu, "Finding a Weighted Positive Influence Dominating Set in E-learning Social Networks," International Journal of Computers & Technology, vol. 10, pp. 2136--2145, 2013.
[13] K. Liu and G. Zhu, "Research and Application of Multicast Based on OMCI Technology," Modern Computer, vol. 8, pp. 60-64, 2013.
[14] J. Liu, G. Zhu, and M. Xi, "A k-means algorithm based on the radius," Journal of Guilin University of Electronic Technology, vol. 33, pp. 134-138, 2013.
[15] J. Qin, G. Zhu, and Q. JIANG, "Design of fuzzy-PI control system for the ink-jet printer ink pressure," Transducer and Microsystem Technologies, vol. 31, pp. 89-91,95, 2012.
[16] X. Jiang, G. Zhu, and J. Qin, "A recognition method on modulation signal based on wavelet network," Journal of Guilin University of Electronic Technology, vol. 32, pp. 122-124, 2012.
[17] Q. Fang, G. Zhu, and Y. Ou, "Positioning and navigation technology based on the spot indoor mobile robot," Microcomputer & its Applications, vol. 31, pp. 51-53,57, 2012.

会议论文:
[18] G. Zhu, J. Hunter, Y.Jiang, “Improved Prediction of Dengue Outbreak Using the Delay Permutation Entropy”. SmartData 2016, Chengdu, China, Dec 16-19, 2016
[18] G. Zhu, J. Hunter, Y.Jiang, “Improved Prediction of Dengue Outbreak Using the Delay Permutation Entropy”. SmartData 2016, Chengdu, China, Dec 16-19, 2016
[19] Y. Jiang, G. Zhu and X. Dang, “Prediction of Dengue Outbreak based on Poisson Regression and Support Vector Machine”. The 7th International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2016), Nov.3-6, Beijing, China, 1-6, 2016
[20] X. Li, G. Zhu, X. Guo, & W. Chen. Spatial and Temporal Word Spectrum of Social Media. SIGKDD Workshop WISDOM, 10–13 Aug 2015, Sydney.
[21] S. Wang, Y. Li, P. Wen and G. Zhu, “Analyzing EEG Signals using Graph Entropy based Principle Component Analysis and J48 Decision Tree”, In: 6th International Conference on Signal Processing Systems (ICSPS 2014), 8-10 Dec 2014, Dubai, UAE.
[22] G. Zhu. “Measuring similarities between gene expression data based on graph isomorphism”, Australian Mathematical Sciences Student Conference, Newcastle. Jul 2. 2014
[23] G. Zhu, Y. Li, P. P. Wen, S. Wang, and M. Xi, "Epileptogenic focus detection in intracranial EEG based on delay permutation entropy," AIP Conference Proceedings, vol. 1559, pp. 31-36, 2013.
[24] G. Zhu, Y. Li, P. Wen, S. Wang, and N. Zhong, "Unsupervised Classification of Epileptic EEG Signals with Multi Scale K-Means Algorithm," in Brain and Health Informatics. vol. 8211, K. Imamura, S. Usui, T. Shirao, T. Kasamatsu, L. Schwabe, and N. Zhong, Eds., ed: Springer International Publishing, 2013, pp. 158-167.
[26] G. Zhu. “Complex brain networks during wake, sleep and anaesthesia”, Australian Mathematical Sciences Student Conference, Canberra. Jul 17. 2013.
[27] G. Zhu, Y. Li, and P. P. Wen, "Analysing epileptic EEGs with a visibility graph algorithm," in 2012 5th International Conference on Biomedical Engineering and Informatics (BMEI2012) Chongqing, 2012, pp. 432-436.
[28] G. Zhu, Y. Li, and P. P. Wen, "An Efficient Visibility Graph Similarity Algorithm and Its Application on Sleep Stages Classification," in Brain Informatics. vol. 7670, F. Zanzotto, S. Tsumoto, N. Taatgen, and Y. Yao, Eds., ed: Springer Berlin Heidelberg, 2012, pp. 185-195.

教育背景2015年获得University of Southern Queensland博士学位。

工作经历
2015/05-至今，澳大利亚，昆士兰大学，工程，建筑和信息学院，博士后研究员
2010/2 – 至今，桂林电子科技大学，电子工程与自动化学院，副教授
2006/7 - 2010/1，桂林电子科技大学，计算机学院，副教授
2005/7 - 2006/6，Tokyo Institute of Technology，Department of C.I.&S.S.，客座(副)研究员
主要荣誉
学术活动
教学信息
部分论文(*通讯作者)
学术著作
科研项目
专利及知识产权
联系信息Email: ccghzhu@guet.edu.cn
Google Scholar:
https://scholar.google.com.au/citations?user=KK2W77YAAAAJ&hl=en