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研究专注于大数据分析和建模方法,以及在公共管理等领域的应用,包括: 机器学习方法,及在智慧城市、医疗等领域的应用 数据隐私保护 数据定价和数据资产化 教学与课程 拟开“数据驱动的公共管理方法”课程

研究领域

数据建模与分析 数据隐私和保护

近期论文

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Dong, H., Wu, C., Wei, Z., & Guo, Y. (2017). Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security. IEEE Transactions on Information Forensics and Security. doi:10.1109/TIFS.2017.2763126 Dong, H., Supratak, A., Pan, W., Wu, C., Matthews, P. M., & Guo, Y. (2017). Mixed Neural Network Approach for Temporal Sleep Stage Classification. IEEE Transactions on Neural Systems and Rehabilitation Engineering. doi:10.1109/TNSRE.2017.2733220 Supratak, A., Dong, H., Wu, C., & Guo, Y. (2017). DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 25(11), 1998-2008. doi:10.1109/TNSRE.2017.2721116 Lertvittayakumjorn, P., Wu, C., Liu, Y., Mi, H., & Guo, Y. (2017). Exploratory analysis of big social data using MIC/MINE statistics. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 10540 LNCS (pp. 513-526). doi: 10.1007/978-3-319-67256-4_41 Du, Y., Ma, C., Wu, C., Xu, X., Guo, Y., Zhou, Y., & Li, J. (2017). A Visual Analytics Approach for StationBased Air Quality Data. SENSORS, 17(1), 17 pages. doi:10.3390/s17010030 Wu, C., Cai, Y., Zhao, M., Huang, S., & Guo, Y. (2016). Generating Computational Taxonomy for Business Models of the Digital Economy. In H. Gao, J. Kim, & Y. Sakurai (Eds.), DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, DASFAA 2016 Vol. 9645 (pp. 126-133). Dallas, TX: SPRINGER INT PUBLISHING AG. doi:10.1007/978-3-319-32055-7_11 Supratak, A., Wu, C., Dong, H., Sun, K., & Guo, Y. (2016). Survey on feature extraction and applications of biosignals. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9605 LNCS, pp. 161-182). doi: 10.1007/978-3-319-50478-0_8 Li, Y., Wu, C., Guo, L., Lee, C. H., & Guo, Y. (2014). Wiki-health: A big data platform for health sensor data management. In Cloud Computing Applications for Quality Health Care Delivery (pp. 59-77). doi: 10.4018/978-1-4666-6118-9.ch004 Wu, C., Wu, D., Yan, S., & Guo, Y. (2014). Sensor Deployment in Bayesian Compressive Sensing Based Environmental Monitoring. In I. Stojmenovic, Z. Cheng, & S. Guo (Eds.), MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING, AND SERVICES Vol. 131 (pp. 37-51). Tokyo, JAPAN: SPRINGER INT PUBLISHING AG. doi:10.1007/978-3-319-11569-6_4 Yan, S., Yang, X., Wu, C., & Guo, Y. (2014). Integration of Sparse Bayesian Learning and Random Subspace for fMRI Multivariate Pattern Analysis. In 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) (pp. 1035-1038). Chicago, IL: IEEE. Yang, S., Lu, W., Yang, D., Li, X., Wu, C., & Wei, B. (2016). KeyphraseDS: Automatic generation of survey by exploiting keyphrase information. Neurocomputing. A. Supratek, G. Datta, Chao Wu, S. Yu, C. D’Arcy, R. Nicholas, Y. Guo, P.M. Matthews. “Remote Actigraphy for Quantitative Assessment of Walking Speed in People with MS”, The 68th AAN (American Academy of Neurology) Annual Meeting. Chao Wu, et al. 'Sensor Deployment in Bayesian Compressive Sensing Based Environmental Monitoring.' Mobile and Ubiquitous Systems: Computing, Networking, and Services. Springer International Publishing, 2014. 37-51. Chao Wu, Yike Guo, Yajie Ma, Adaptive Anomalies Detection with Deep Network, COGNITIVE 2015, The Seventh International Conference on Advanced Cognitive Technologies and Applications, P181-186 Akara Supratak, Gourab Datta, Chao Wu, Yike Guo, Paul M. Matthews, A Pilot Study of Home Actigraphy Monitoring in Multiple Sclerosis (MS), 68th AAN Annual Meeting of American Academy of Neurology. Pandis, Chao Wu, Sijin He, David Johnson, Ibrahim Emam, Florian Guitton and Yike Guo. High Dimensional Biological Data Retrieval Optimization with NoSQL Technology, In BMC Genomics. 2014. S. Yu, X. Fan, C. Wu, Y. Guo. Hybrid Algorithms and Hadoop/Spark Implementations of Maximal Information Coefficient for Big Data. 6th Annual International Conference on ICT: Big Data, Cloud and Security, Singapore, 2015. (accepted and invited for oral presentation) Yan, S., Nie, L., Wu, C., & Guo, Y. (2014). Linear Dynamic Sparse Modelling for functional MR imaging. Brain Informatics, 1-8. Yan, S., Yang, X., Wu, C., & Guo, Y. (2014). Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis. In Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE (pp. 1035-1038). IEEE. Li, Y., Guo, L., Wu, C., Lee, C. H., & Guo, Y. (2014). Building a cloud-based platform for personal health sensor data management. In Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS International Conference on (pp. 223-226). IEEE. Chao Wu, David Birch, Dilshan Silva, Chun-Hsiang Lee, Orestis Tsinalis, and Yike Guo. 'Concinnity: A Generic Platform for Big Sensor Data Applications.' Cloud Computing, IEEE 1, no. 2 (2014): 42-50. Shicai Wang, Ioannis Pandis, Chao Wu, Sijin He, David Johnson, Ibrahim Emam, Florian Guitton and Yike Guo, “High dimensional biological data retrieval optimization with NoSQL technology”, BMC Genomics 2014. Lee, Chun-Hsiang, David Birch, Chao Wu, Dilshan Silva, Orestis Tsinalis, Yang Li, Shulin Yan, Moustafa Ghanem, and Yike Guo. 'Building a generic platform for big sensor data application.' In Big Data, 2013 IEEE International Conference on, pp. 94-102. IEEE, 2013. Ma, Yajie, Yike Guo, Dilshan Silva, Orestis Tsinalis, and Chao Wu. 'Elastic Information Management for Air Pollution Monitoring in Large-Scale M2M Sensor Networks.' International Journal of Distributed Sensor Networks 2013, 2013. Birch, David, Orestis Tsinalis, Koen H. van Dam, Chun-Hsiang Lee, Dilshan Silva, Chao Wu, Moustafa Ghanem, and Yike Guo. 'Concinnity: A Digital City Exchange Platform.”, 2013. Shulin Yan, Lei Nie, Chao Wu, Yike Guo, “An approximation approach to measurement design in the reconstruction of functional MRI sequences”, 2013, BHI 2013 Guo, Yike, Chao Wu, Orestis Tsinalis, Dilshan Silva, and David Gann. 'WikiSensing: Towards a Cloudbased Sensor Informatics Platform for Life in a Digital City.' Digital Futures, Aberdeen, UK (2012): 23-25 Yan, Shulin, Chao Wu, Wei Dai, Moustafa Ghanem, and Yike Guo. 'Environmental monitoring via compressive sensing.' In Proceedings of the Sixth International Workshop on Knowledge Discovery from Sensor Data, pp. 61-68. ACM, 2012. Y. Guo, Chao Wu, , B. Guijarro-Berdiñas, D. Peteiro-Barral, A Novel EEG-Based Recommendation Engine, TOBI workshop 3, 2012. Chao Wu, and Yike Guo. 'Detecting insecure person in crowd with human sensor.' Procedia Computer Science 5 (2011): 788-792. Chao Wu, B. Zhou, L. Bao. TagRelate! Computing Semantic Relatedness Using Folksonomy, In ESWC2011, 2011. Chao Wu, Y. Guo. Detecting insecure person in crowd with human sensor, In: ANT-2011, 2011. Sijin He, Li Guo, Yike Guo, Moustafa Ghanem, Rui Han and Chao Wu, Elastic Application Container: A Lightweight Approach for Cloud Resource Provisioning, AINA-2012. Chao Wu, Yike Guo, Bo Zhou, Social networking federation: A position paper, Computers & Electrical Engineering, ISSN 0045-7906, 10.1016/j.compeleceng.2011.11.028. B. Zhou, Chao Wu. Social networking federation: system design and implementation, International Journal of Digital Content Technology and its Applications (ISSN: 1975-9339). B. Zhou, Chao Wu. Semantic model for social networking federation, Advances in Information Sciences and Service Sciences (ISSN: 1976-3700). B. Zhou, Chao Wu. Modeling Social Ties with an Object Oriented Approach, International Journal of Advancements in Computing Technology. Chao Wu. Visualizing Folksonomy: A Survey, JCIT: Journal of Convergence Information Technology (ISSN: 1975-9320), 2011. Xin Xia , Xiaohu Yang, Shanping Li, Chao Wu and Linlin Zhou, RW.KNN: A Proposed Random Walk KNN algorithm for Multi-label Classification, 4th Workshop for Ph.D. Students in Information and Knowledge Management (PIKM) in conjunction with CIKM 2011. Xin Xia , Xiaohu Yang, Shanping Li, Chao Wu, BNNK : A Bayesian Network Nearest K-labels Method for Multi-label classification, The 2nd International Conference on Advancements in Computing Technology, CACT 2011. Bo Zhou, Manna Wu, Xin Xia and Chao Wu, Ranking in Co-effecting Multi-Object/Link Types Networks, 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2011). Chao Wu, Bo Zhou. Tags are related: Measurement of semantic relatedness based on folksonomy network. Computing and Informatics, ref:2.3/13/10j. Chao Wu, Bo Zhou. Analysis of Tag within Online Social Network. Proceedings of the ACM 2009 international conference on Supporting group work (Group 2009), 2009: 21-30. Chao Wu. Analysis of Tags as a Social Network. In Proceedings of 2008 International Conference on Computer Science and Software Engineering (CSSE 2008), Wuhan, China, December 2008. Chao Wu. Visualization of Tag Sequence. In Proceedings of 2008 International Conference on Information Technology in Education (CITE 2008), Wuhan, China, December 2008. Chao Wu, Bo Zhou. Use P2P for Online Transaction and Electronic Marketplace . In Proceedings of International Symposium on Education and Computer Science (ECS2009). Chao Wu, Bo Zhou. Social Networking Interoperability through Extended FOAF Vocabulary and Service. The 3rd International Conference on Information Sciences and Interaction Sciences(ICIS2010), 2010. Chao Wu, Bo Zhou. Evaluation of Social Semantic Folksonomy. The 4th BJ-HK International Doctoral Forum 2009 Chao Wu, Bo Zhou. Semantic Relatedness in Folksonomy. 3rd NISS: 2009 International Conference on New Trends in Information and Service Science (NISS 2009).

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