Dr Tony Zhu
Honorary Research Fellow
School of Electrical Engineering & Computer Science
Book Chapters
Zhu, Guohun, Li, Yan, Wen, Peng Paul and Wang, Shuaifang (2014). Classifying epileptic EEG signals with delay permutation entropy and multi-scale K-means. Signal and Image Analysis for Biomedical and Life Sciences. (pp. 143-157) New York, NY United States: Springer New York. doi: 10.1007/978-3-319-10984-8_8
Zhu, Guohun and Miao, YuQing (2004). Co-operative Monitor Web Page Based on MD5. Grid and Cooperative Computing. (pp. 179-182) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/978-3-540-24680-0_28
Journal Articles
Zhang, Chi, Wei, Shaoming, Dong, Ge, Zeng, Yajun, Zhu, Guohun, Zhou, Xujuan and Liu, Feng (2025). Respiratory rate estimation from photoplethysmogram baseline wandering by harmonic analysis and sequential fusion. Biomedical Signal Processing and Control, 100 107006, 107006. doi: 10.1016/j.bspc.2024.107006
Abbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7
Zhang, Chi, Wei, Shaoming, Dong, Ge, Zeng, Yajun, Zhu, Guohun, Zhou, Xujuan and Liu, Feng (2024). Time-domain sparsity-based bearing fault diagnosis methods using pulse signal-to-noise ratio. IEEE Transactions on Instrumentation and Measurement, 73 (99) 3516804, 1-4. doi: 10.1109/tim.2024.3375978
Gao, Shang, Zhu, Guohun, Bialkowski, Alina and Zhou, Xujuan (2023). Stroke localization using multiple ridge regression predictors based on electromagnetic signals. Mathematics, 11 (2) 464, 464. doi: 10.3390/math11020464
Zhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong, Stancombe, Anthony and Abbosh, Amin (2023). Brain injury localization and size estimation using electromagnetic symmetric crossing lines method. IEEE Transactions on Instrumentation and Measurement, 72 2521011, 1-1. doi: 10.1109/tim.2023.3295014
Gopalakrishnan, Abinaya, Venkataraman, Revathi, Gururajan, Raj, Zhou, Xujuan and Zhu, Guohun (2022). Predicting women with postpartum depression symptoms using machine learning techniques. Mathematics, 10 (23) 4570, 1-26. doi: 10.3390/math10234570
Zhu, Guohun, Qiu, Tong, Ding, Yi, Gao, Shang, Zhao, Nan, Liu, Feng, Zhou, Xujuan and Gururajan, Raj (2022). Detecting depression using single-channel EEG and graph methods. Mathematics, 10 (22) 4177, 1-9. doi: 10.3390/math10224177
Cook, David, Brown, Helen, Widanapathirana, Isuravi, Shah, Darshan, Walsham, James, Trakic, Adnan, Zhu, Guohun, Zamani, Ali, Guo, Lei, Brankovic, Aida, Al-Saffar, Ahmed, Stancombe, Anthony, Bialkowski, Alina, Nguyen, Phong, Bialkowski, Konstanty, Crozier, Stuart and Abbosh, Amin (2021). Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke. Frontiers in Neurology, 12 765412, 765412. doi: 10.3389/fneur.2021.765412
Zhu, Guohun, Bialkowski, Alina, Guo, Lei, Mohammed, Beada'a and Abbosh, Amin (2021). Stroke classification in simulated electromagnetic imaging using graph approaches. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 5 (1) 9095216, 46-53. doi: 10.1109/JERM.2020.2995329
Zhu, Guohun, Li, Liping, Zheng, Yuebin, Zhang, Xiaowei and Zou, Hui (2021). Forecasting influenza based on autoregressive moving average and holt-winters exponential smoothing models. Journal of Advanced Computational Intelligence and Intelligent Informatics, 25 (1), 138-144. doi: 10.20965/JACIII.2021.P0138
Pang, Nini, Gao, Jian, Zhu, Guohun, Hui, Lirong, Zhao, Pusheng, Xu, Zhongjun, Tang, Wei and Chai, Fahe (2021). Impact of Clean Air Action on the PM2.5 Pollution in Beijing, China: Insights Gained from Two Heating Seasons Measurements. Chemosphere, 263 127991, 127991. doi: 10.1016/j.chemosphere.2020.127991
Zhu, Guohun, Zong, Fangrong, Zhang, Hua, Wei, Bizhong and Liu, Feng (2021). Cognitive load during multitasking can be accurately assessed based on single channel electroencephalography using graph methods. IEEE Access, 9 9350659, 33102-33109. doi: 10.1109/access.2021.3058271
Zhou, Zhijun, Jiang, Cancheng, Huang, Huadong, Liang, Lijiang and Zhu, Guohun (2020). Three-junction tandem photovoltaic cell for a wide temperature range based on a multilayer circular truncated cone metamaterial emitter. Energy, 210 118503. doi: 10.1016/j.energy.2020.118503
Tao, Jian, Zhang, Weimin, Yue, Huakui, Zhu, Guohun, Wu, Wenyuan, Gong, Wenbo, Fang, Honghui, He, Guirong, Hu, Xiaoyun, Zhao, Hongyue and Liu, Aiqin (2019). Prevalence of Hepatitis B Virus Infection in Shenzhen, China, 2015-2018. Scientific Reports, 9 (1) 13948, 13948. doi: 10.1038/s41598-019-50173-5
Li, Yuwen, Zhang, Zhimin, Zhu, Guohun, Gan, Hongping, Liu, Deyin, Weng, Wei and Wei, Shoushui (2019). Interhemispheric brain switching correlates with severity of sleep-disordered breathing for obstructive sleep apnea patients. Applied Sciences, 9 (8) 1568, 1568. doi: 10.3390/app9081568
Hu, Baiyang, Wei, Shoushui, Wei, Dingwen, Zhao, Lina, Zhu, Guohun and Liu, Chengyu (2019). Multiple Time Scales Analysis for Identifying Congestive Heart Failure based on Heart Rate Variability. IEEE Access, 7 8631037, 17862-17871. doi: 10.1109/access.2019.2895998
Zhang, Zhimin, Wei, Shoushui, Zhu, Guohun, Liu, Feifei, Li, Yuwen, Dong, Xiaotong, Liu, Chengyu and Liu, Feng (2018). Efficient sleep classification based on entropy features and support vector machine classifier. Physiological Measurement, 39 (11) 115005, 115005. doi: 10.1088/1361-6579/aae943
Zhu, Guohun, Wang, Cong, Liu, Feng, Tang, Liyan and Zheng, Jinou (2018). Age-related network topological difference based on the sleep ECG signal. Physiological Measurement, 39 (8) 084009, 084009. doi: 10.1088/1361-6579/aad941
Zhu, Guohun, Corcoran, Jonathan, Shyy, Paul, Pileggi, Salvatore Flavio and Hunter, Jane (2017). Analysing journey-to-work data using complex networks. Journal of Transport Geography, 66, 65-79. doi: 10.1016/j.jtrangeo.2017.11.006
Tao, Jian, He, Xiao-yan, Shi, Yu, Zhu, Guohun, Liu, Shan, Zhang, Zhenzhen, Tang, Shi, Zhang, Rong, Peng, Bin, Liu, Zhidai, Tan, Junjie, Chen, Qian, Wang, Xingbin, Bao, Liming, Zou, Lin and Zhang, Penghui (2017). Epidemiology of 45,616 suspect cases of hand, foot and mouth disease in Chongqing, China, 2011-2015. Scientific Reports, 7 (1) 45630, 45630. doi: 10.1038/srep45630
Xi, Min and Zhu, Guohun (2015). Multi-scale permutation entropy and its applications in the identification of seizures. Sheng wu yi xue gong cheng xue za zhi = Shengwu yixue gongchengxue zazhi, 32 (4), 751-756.
Lv, Yange, Pang, Liyan and Zhu, Guohun (2015). Measuring the polarization degree based on optimal window median filtering algorithm. Journal of Advanced Computational Intelligence and Intelligent Informatics, 19 (2), 264-268. doi: 10.20965/jaciii.2015.p0264
Zhu, Guohun, Li, Yan and Wen, Peng Paul (2014). Analysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal. IEEE Journal of Biomedical and Health Informatics, 18 (6) 6733276, 1813-1821. doi: 10.1109/JBHI.2014.2303991
Zhu, Guohun, Li, Yan, Wen, Peng (Paul) and Wang, Shuaifang (2014). Analysis of alcoholic EEG signals based on horizontal visibility graph entropy. Brain Informatics, 1 (1-4), 19-25. doi: 10.1007/s40708-014-0003-x
Zhu, Guohun, Li, Yan and Wen, Peng Paul (2014). Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm. Computer Methods and Programs in Biomedicine, 115 (2), 64-75. doi: 10.1016/j.cmpb.2014.04.001
Wu, Yonghua, Zhu, Guohun, Chen, Huaying and Qin, Jucun (2011). WIN Algorithm for discrete online TSP. Journal of Advanced Computational Intelligence and Intelligent Informatics, 15 (9), 1199-1202. doi: 10.20965/jaciii.2011.p1199
Zhu, Guohun, Li, Yan and Wen, Peng (2011). Evaluating functional connectivity in alcoholics based on maximalweight matching. Journal of Advanced Computational Intelligence and Intelligent Informatics, 15 (9), 1221-1227. doi: 10.20965/jaciii.2011.p1221
Zhu, Guohun and Miao, Yuqing (2004). Co-operative monitor web page based on MD5. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3033, 179-182.
Zhu, Guo Hun, Yan, Xue Long, Zhou, Ya and Guo, Yue Ren (1998). Algorithms of inserting boundary-scan circuit automatically. International Conference on Solid-State and Integrated Circuit Technology Proceedings, 527-531.
Conference Papers
Zhu, Guohun, Dong, Fangyan and Pang, Nini (2020). Classification of Indoor Environments Based on Mixed Graph Similarity using UWB Signals. 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, ACT Australia, 1-4 December 2020. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/SSCI47803.2020.9308294
Ngo, Trung Thanh, Zhu, Guohun, Rentería, Miguel E. and Cuéllar-Partida, Gabriel (2020). Elucidating a phylogenetic switching model of sleep, vision & mental health with computational biology and complex network analyses. Systems & Computational Neuroscience Down Under (SCiNDU) 2020 meeting, St Lucia, QLD Australia, 29–31 January 2020.
Zheng, Yuebin, Zou, Hui and Zhu, Guohun (2019). Forecast influenza based on autoregressive moving average model and twitter data. IWACIII 2019 - 6th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, Chengdu, China, 1-5 November 2019. Tokyo, Japan: Fuji Technology Press.
Zhu, G. and Ngo, T. (2018). Characterising a putative EEG switching biomarker in chronobiology. 30th Annual Scientific Meeting (ASM) of Australasian-Sleep-Association and the Australasian-Sleep-Technologists-Association (Sleep DownUnder), Brisbane Australia, 17-20 October 2018. Hoboken, NJ United States: Wiley.
Zhu, G. and Ngo, T. (2018). Characterising a putative EEG switching biomarker in chronobiology. Sleep DownUnder 2018, South Brisbane QLD, Australia, 17–20 October 2018. Chichester, West Sussex, United Kingdom: Wiley-Blackwell Publishing. doi: 10.1111/jsr.53_12766
Zhu, Guohun, Hunter, Jane and Jiang, Ying (2017). Improved prediction of dengue outbreak using the delay permutation entropy. 9th IEEE International Conference on Internet of Things, 12th IEEE International Conference on Green Computing and Communications, 9th IEEE International Conference on Cyber, Physical, and Social Computing and 2016 IEEE International Conference on Smart Data, iThings-GreenCom-CPSCom-Smart Data 2016, Chengdu, China, 16 - 19 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iThings-GreenCom-CPSCom-SmartData.2016.172
Jiang, Ying, Zhu, Guohun and Lin, Ling (2017). Research of dengue fever prediction in San Juan, Puerto Rico based on a KNN regression model. 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, Guilin, China, 30 October - 1 November 2017. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-68935-7_17
Zhu, Guohun, Hunter, Jane, Xi, Min and Jiang, Ying (2017). Optimal channel selection for detecting alcoholism from EEG based on permutation entropy. 5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017, Beijing, China, November 2-5, 2017. Fuji Technology .
Zhu, G. H., Hunter, J. and Zong, F. R. (2017). Counting missing pattern analysis of interictal iEEG for epileptic focus localization. Fourth International Workshop on Chemical Science and Pharmaceutical Research (CSPR2017), Guangzhou, China, 17–20 October 2017. Chichester, West Sussex, United Kingdom: Wiley-Blackwell Publishing.
Zhu, Guohun, Lin, Ling and Jiang, Ying (2017). Resolve XOR problem in a single layer neural network. 5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017, Beijing, China, November 2-5, 2017. Fuji Technology .
Jiang, Y., Zhu, G. and Dang, X. (2016). Prediction of dengue outbreak based on Poisson regression and support vector machine. International Symposium on Computational Intelligence and Industrial Applications, Beijing, China, 3 - 6 November 2016. Beijing, China: Fuji Technology Press.
Lv, Y., Zhu, G. and Cai, Y. (2016). Analysis the risk factors of hypertension complications by using Cox regression model. International Symposium on Computational Intelligence and Industrial Applications, Beijing, China, 3-6 November 2016. Beijing, China: Fuji Technology Press.
Ma, Linwei, Song, Zhan and Zhu, Guohun (2014). An improved SURF algorithm based local image symmetry scoring scheme. 2014 7th International Congress on Image and Signal Processing, CISP 2014, Dalian, China, 14-16 October, 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/CISP.2014.7003789
Wu, Jing, Xie, Bo, Chen, Kongyang, Zhu, Guohun and Tan, Guang (2014). Interference-resistant heading measurement for location-based mobile services. 15th IEEE International Conference on High Performance Computing and Communications, HPCC 2013 and 11th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2013, Zhangjiajie, China, 13-15 November 2013. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/HPCC.and.EUC.2013.309
Pang, Liyan, Lv, Yange and Zhu, Guohun (2014). Measuring polarization with median filtering based on non-orthogonal angles. Joint International Conference of the 10th China-Japan International Workshop on Information Technology and Control Applications and the 6th International Symposium on Computational Intelligence and Industrial Applications, ITCA and ISCIIA 2014, Changsha, China, 15-20 September 2014. Changsha, Hunan, People's Republic of China: Central South University.
Zhu, Guohun, Li, Yan, Wen, Peng, Wang, Shuaifang and Zhong, Ning (2013). Unsupervised classification of epileptic EEG signals with multi scale K-means algorithm. International Conference on Brain and Health Informatics, BHI 2013, Maebashi, Japan, 29-31 October 2013. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-02753-1_16
Zhu, Guohun, Li, Yan, Wen, Peng Paul, Wang, Shuaifang and Xi, Min (2013). Epileptogenic focus detection in intracranial EEG based on delay permutation entropy. 2013 International Symposium on Computational Models for Life Sciences, Sydney, Australia, 27–29 November 2013. Melville, NY United States: A I P Publishing. doi: 10.1063/1.4824993
Zhu, Guohun, Li, Yan and Wen, Peng Paul (2012). An efficient visibility graph similarity algorithm and its application on sleep stages classification. International Conference Brain Informatics, Macau, China, 4-7 December 2012. Chennai, India: Springer. doi: 10.1007/978-3-642-35139-6_18
Zhu, Guohun, Li, Yan and Wen, Peng Paul (2012). Analysing epileptic EEGs with a visibility graph algorithm. 5th International Conference on Biomedical Engineering and Informatics, BMEI 2012, Chongqing, China, 16-18 October 2012. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BMEI.2012.6513212
Wu, Yonghua, Zhu, Guohun and Sang, Tao (2010). On update-mechanism algorithm of online traveling salesman problems. IEEE. doi: 10.1109/ICISS.2010.5655010
Xiang, Rong and Zhu, Guohun (2010). A Adaptive Neural Network variable structure system for nimble finger. 4th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA 2010, , , August 2, 2010-August 8, 2010.
Zhu, Guohun, Jiang, Xi, Wu, Chun and He, Zhiqiang (2010). A cluster head selection algorithms in wireless network based on maximal weighted independent set. IEEE. doi: 10.1109/ICUT.2010.5678667
Zhu, Guohun, Hirota, Kaoru and Wu, Yonghua (2010). STSP approximation algorithms based on TCPN model. 4th International Symposium on Computational Intelligence and Industrial Applications, ISCIIA 2010, , , August 2, 2010-August 8, 2010.
Wu, Chun, Zhu, Guo-Hun, Wu, Yong-Hua and Xiang, Rong (2009). The study of bot technology for online games. IEEE. doi: 10.1109/WGEC.2009.153
Zhu, Guohun, Song, Chunwei, Hirota, Kaoru, Dong, Fangyan and Wu, Yonghua (2009). Necessary and sufficient conditions for hamiltonian based on linear diophantine equation systems with cycle vector. IEEE. doi: 10.1109/WGEC.2009.215