楊雲 博士
教授 碩導/博導
✉ 學校郵箱：yangyan19@hotmail.com
學歷
2011 计算机科学博士,曼彻斯特大学, 英国
2006 信息学碩士, 曼彻斯特大学, 英国
2005 高等计算机科学碩士, 布里斯托大学, 英国
2004 信息技术与电子通信学士, 兰卡斯特大学, 英国
現任
中国信息经济学会互联网经济与跨境电商专业委员会副秘书长
昆明市数据科学与智能计算重点实验室主任
云南大学软件学院教授
研究方向
人工智能
机器学习
数据挖掘
模式识别
多媒体数据分析/索引/检索
时间序列数据分析
深度学习算法研究与应用
大数据处理
研究及出版
Books
Yang Y.（2016）：Temporal Data Mining via Unsupervised Ensemble Learning, Elsevier, ISBN: 9780128116548.
杨云，杜飞 著 (2018)：深度学习实战，清华大学出版社，ISBN: 9787302491026.
Book Chapters
Yang Y. and Chen K. (2007): Combining competitive learning networks of various representations for sequential data clustering, Trends in Neural Computation (Chapter 13, pp. 315-336), Springer， ISBN:3540361219
Refereed Journal Articles
- Yang Y. and Jiang J. (Early Access): Adaptive Bi-weighting towards Automatic Initialization and Model Selection for HMM-based Hybrid Meta-clustering Ensembles, IEEE Transactions on Cybernetics (SCI, IF: 8.803，中科院JCR一区， ESI 1% top期刊)
- Yang Y. and Jiang J. (2016): Hybrid sampling-based clustering ensemble with global and local constitutions, IEEE Transactions on Neural Networks and Learning Systems，27(5):952-965. (SCI, IF: 7.982，中科院JCR一区，ESI 1% top期刊)
- Yang Y. and Chen K. (2011): Temporal data clustering via weighted clustering ensemble with different representations, IEEE Transactions on Knowledge and Data Engineering, 23(2): 317-320. (SCI, IF:2.775， 中科院JCR二区，中国计算机学会推荐期刊A类)
- Xie C. , Cai H., Yang Y.*，Jiang L., Yang P.(To Appear): User Profiling in Elderly Healthcare Services in China: Scalper Detection, IEEE Journal of Biomedical and Health Informatics (SCI, IF: 3.850，中科院JCR二区)
- Li J., Yang Y.*, Wang X., Zhao Z., Li T. (2018): A Novel Parallel Distance Metric-based Approach for Diversified Ranking on Large Graphs, Future Generation Computer Systems，88：79-91. (SCI, IF: 4.639，中科院JCR二区)
- Yang Y., Liu X., Ye Q., Tao D. (To Appear): Ensemble Learning based Person Re-Identification with Multiple Feature Representations, Complexity (SCI, IF: 1.829，中科院JCR二区)
- Xie C.; Yang P.; Yang Y.* (2018): Open Knowledge Accessing Method in IoT-based Hospital Information System for Medical Record Enrichment, IEEE Access，6(1): 15202-15211 (SCI, IF: 3.557，中科院JCR二区)
- Lee S.; Xu Z.; Li T.; Yang Y.* (2018): A Novel Bagging C4.5 Algorithm Based on Wrapper Feature Selection for Supporting Wise Clinical Decision Making, Journal of Biomedical Informatics，78：144-155 (SCI，IF：2.882，中科院JCR二区)
- Yang Y. and Jiang J. (2018): Bi-weighted ensemble via HMM-based approaches for temporal data clustering, Pattern Recognition，76：391-403. (SCI，IF：3.962，中科院JCR二区)
- Yang Y., Li Z., Wang W. and Tao D. (2017): An adaptive semi-supervised clustering approach via multiple density-based information, Neurocomputing，257：193-205. (SCI，IF：3.241，中科院JCR二区)
- Yang Y. and Liu X. (2015): A Robust Semi-supervised Learning Approach via Mixture of Label Information，Pattern Recognition Letters， 68：15-21. (SCI，IF：1.952，中科院JCR三区)
- Yang Y. and Jiang J. (2014): HMM-based hybrid meta-clustering ensemble for temporal data, Knowledge-based systems, 56：299-310. (SCI, IF: 4.396，中科院JCR二区)
- Yang Y. and Chen K. (2011): Time Series Clustering via RPCL Ensemble Networks with Different Representations, IEEE Transactions on Systems, Man, and Cybernetics-Part C， 41(2): 190 – 199. (SCI, IF:2.171，中科院JCR二区
- 代飞,赵文卓,杨云*,莫启,李彤,周华 (2017)： BPMN 2.0编排的形式语义和分析, 软件学报, DOI：10.13328/j.cnki.jos.005280(EI)
學術獎項
2016 云南省中青年学术和技术带头人后备人才
2016 云南省 “海外高层次人才引进计划” 引进人才
專業屬會
2015-至今 中国计算机学会(CCF) 高级会员, IEEE会员, ACM会员, ACIS会员, CAAI会员
