认知计算与智能服务实验室


Cognitive Computing and Intelligent Services Lab

科研成果

承担科研项目情况
  • 1、国家自然科学基金青年科学基金项目,61702553,面向大数据的群组推荐理论与方法,2018/1-2020/12,29万元,在研。
  • 2、教育部人文社会科学研究青年基金项目,17YJCZH252,基于大数据的群体消费模式分析与研究,2018/1-2019/12,8万元,在研。
  • 3、部省共建合作研究项目,31501741216,财政业务电子档案构建研究,2017/7-2018/7,20万元,在研。
  • 4、校企合作研究项目,3251711300,大型多租户数据中心, 2017/1-2018/12,10万元,在研。
ESI高被引论文\热点论文
  • 1、Yin Zhang, et al., "Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data", IEEE Systems Journal, vol. 11, No. 1, pp. 88-95, 2017. (JCR Q1, IF: 3.882)
  • 2、M. Chen, Y. Ma, Y. Li, D. Wu, Yin Zhang*, C. Youn, "Wearable 2.0: Enable Human-Cloud Integration in Next Generation Healthcare System", IEEE Communications, Vol. 55, No. 1, pp. 54-61, Jan. 2017. (JCR Q1, IF: 10.435)
  • 3、Yin Zhang, et al., "iDoctor: Personalized and Professionalized Medical Recommendations Based on Hybrid Matrix Factorization",Future Generation Computer Systems, vol. 66, pp. 30-35, 2017. (JCR Q1, IF: 3.997)
  • 4、Yin Zhang, "Grorec: A group-centric intelligent recommender system integrating social, mobile and big data technologies", IEEE Transactions on Services Computing, vol. 9, no. 5, pp. 786-795, 2016. (JCR Q1, IF: 3.52)
  • 5、M. Chen, Yin Zhang*, et al., "Cloud-based Wireless Network: Virtualized, Reconfigurable, Smart Wireless Network ", Mobile Networks and Applications, Vol. 20, No. 6, pp. 704-712, 2015. (JCR Q1, IF: 3.259)
  • 6、M. Chen, Yin Zhang, et al., "EMC: Emotion-aware Mobile Cloud Computing in 5G", IEEE Network, Vol. 29, No. 2, pp. 32-38, Mar. 2015. (JCR Q1, IF: 7.23)
  • 7、M. Chen, Yin Zhang, et al., "AIWAC: Affective Interaction through WearAble Computing and Cloud Technology", IEEE Wireless Communications Magazine, Vol. 22, No. 1, pp. 20-27, Feb. 2015. (JCR Q1, IF: 8.972)
  • 8、Yin Zhang, M. Chen, S. Mao, L. Hu, V. Leung, "CAP: Crowd Activity Prediction Based on Big Data Analysis", IEEE Network, Vol. 28, No. 4, pp. 52-57, July 2014. (JCR Q1, IF: 7.23)
国际期刊论文
  • 1、Yin Zhang, et al., "SOVCAN: Safety-Oriented Vehicular Controller Area Network", IEEE Communications, Vol. 55, No. 8, pp. 94-99, 2017. (JCR Q1, IF: 10.435)
  • 2、Yin Zhang, et al., "iDoctor: Personalized and Professionalized Medical Recommendations Based on Hybrid Matrix Factorization",Future Generation Computer Systems, vol. 66, pp. 30-35, 2017. (JCR Q1, IF: 3.997)
  • 3、Yin Zhang, et al., "Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data", IEEE Systems Journal, vol. 11, No. 1, pp. 88-95, 2017. (JCR Q1, IF: 3.882)
  • 4、Yin Zhang, et al., "TempoRec: Temporal-Topic Based Recommender for Social Network Services", Mobile Networks and Applications, DOI: 10.1007/s11036-017-0864-3, 2017. (JCR Q1, IF: 3.259)
  • 5、Yin Zhang, et al., "An Anti-collision Algorithm for RFID-based Robots based on Dynamic Grouping Binary Trees", Computers & Electrical Engineering, DOI: 10.1016/j.compeleceng.2017.03.003, 2017. (JCR Q3, IF: 1.57)
  • 6、M. Chen, X. Shi, Yin Zhang*, et al., "Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network", IEEE Transactions on Big Data, DOI: 10.1109/TBDATA.2017.2717439, 2017.
  • 7、Yin Zhang, et al., "Topical Collection on Smart and Interactive Healthcare Systems", Journal of Medical Systems, Vol. 41, No. 8, DOI: 10.1007/s10916-017-0766-8, 2017. (JCR Q2, IF: 2.456)
  • 8、1. Xiao Ma, Hongwei Lu, Zaobin Gan. An Explicit Trust and Distrust Clustering based Collaborative Filtering Recommendation Approach, Electronic Commerce Research and Applications, 2017, Vol 25, pages: 29 - 39 (JCR Q2, IF: 1.954)
  • 9、1. Yin Zhang, "Grorec: A group-centric intelligent recommender system integrating social, mobile and big data technologies", IEEE Transactions on Services Computing, vol. 9, no. 5, pp. 786-795, 2016. (JCR Q1, IF: 3.52)
  • 10、1. X. Shi, Y. Hu, Yin Zhang*, et al., "Multiple Disease Risk Assessment with Uniform Model based on Medical Clinical Notes", IEEE Access, Vol. 4, pp. 7074-7083, 2016. (JCR Q1, IF: 3.244)
  • 11、1. Q.Liu, Y. Ma, M. Alhussein, Yin Zhang*, L. Peng, "Green Data Center with IoT Sensing and Cloud-assisted Smart Temperature Controlling System", Computer Networks, Vol. 101, pp. 104-112, 2016. (JCR Q1, IF: 2.516)
  • 12、1. S. Wang, T. Zhan, Y. Chen*, Yin Zhang*, M. Yang*, H Lu*, et al., "Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression", IEEE Access, vol. 4, pp. 7567-7576, 2016. (JCR Q1, IF: 3.244)
  • 13、1. Yin Zhang, et al., "Cloudified and Software Defined 5G Networks: Architecture, Solutions, and Emerging Applications", Mobile Networks and Applications, vol. 21, no. 5, pp. 727-728, 2016. (JCR Q1, IF: 3.259)
  • 14、1. Xiao Ma, Hongwei Lu, Zaobin Gan, Qian Zhao. An Exploration of Improving Prediction Accuracy by Constructing a Multi-type Clustering based Recommendation Framework. Neurocomputing, 2016, Vol 191, pages: 388–397. (JCR Q1, IF: 3.317)
  • 15、1. Yin Zhang, et al., "CADRE: Cloud-Assisted Drug REcommendation Service for Online Pharmacies", Mobile Networks and Applications, Vol. 20, No. 3, pp. 348-355, 2015. (JCR Q1, IF: 3.259)
  • 16、1. M. Chen, Yin Zhang*, et al., "Cloud-based Wireless Network: Virtualized, Reconfigurable, Smart Wireless Network ", Mobile Networks and Applications, Vol. 20, No. 6, pp. 704-712, 2015. (JCR Q1, IF: 3.259)
  • 17、1. J. Wang, Yin Zhang*, et al., "PWDGR: Pair-Wise Directional Geographical Routing Based on Wireless Sensor Network", IEEE Internet of ThingsJournal, Vol. 2, No. 1, pp.14-22, 2015. (JCR Q1, IF: 7.596)
  • 18、1. Yin Zhang, M. Chen, S. Mao, L. Hu, V. Leung, "CAP: Crowd Activity Prediction Based on Big Data Analysis", IEEE Network, Vol. 28, No. 4, pp. 52-57, July 2014. (JCR Q1, IF: 7.23)
国际会议论文
  • 1、1. Jiangfeng Zeng, Ke Zhou, Xiao Ma*, Fuhao Zou, Hua Wang. Exploiting Cluster-based Meta Paths for Link Prediction in Signed Networks. Proceedings of 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, pages: 1905-1908. (CCF B)
  • 2、1. Xiao Ma, Hongwei Lu, Zaobin Gan. Improving Recommendation Accuracy by Combining Trust Communities and Collaborative Filtering. Proceedings of 23rd ACM International Conference on Information and Knowledge Management, CIKM 2014, pages: 1951-1954. (CCF B)
  • 3、1. Xiao Ma, Hongwei Lu, Zaobin Gan. Implicit Trust and Distrust Prediction for Recommender Systems. Proceedings of the 16th International Conference on Web Information System Engineering, WISE 2015, pages: 185-199. (CCF C)
  • 4、1. Xiao Ma, Hongwei Lu, Zaobin Gan. Improving Recommendation Accuracy with Clustering-Based Social Regularization. Proceedings of 16th Asia-Pacific Web Conference, APWEB 2014, pages: 177-188. (CCF C)
中文期刊论文
  • 1、1. 万少华, 张引*, "无线传感器网络中高能效的Bezier曲线路由算法", 计算机研究与发展, Vol. 53, No. 7, pp. 1532-1543, 2016.
  • 2、1. 张引, 陈敏, 廖小飞, "大数据应用的现状与展望", 计算机研究与发展, Vol. 50, No. 2, pp. 216-233, 2013.
著作
  • 1、1. Yin Zhang, M. Chen, ``Cloud Based 5G Wireless Networks'', SpringerBriefs in Computer Science, Springer, ISBN 978-3-319-47343-7, 2016.