Yun Xiong


Ph. D.,  Associate Professor

825 Zhangheng Road

Shanghai 201203, P.R. China

yunx@fudan.edu.cn

Tel: +86-21-51355518



Bio
Yun Xiong is an Associate Professor of Computer Science in Fudan University, Shanghai, China. She received a Ph.D. degree in Computer and Software Theory from Fudan University, China, in 2008. Her research interests include database, data mining and their applications in finance, economics, insurance, bioinformatics and sociology. Her research has been supported in part by the National Natural Science Foundation of China (NSFC), the Development Fund of Shanghai Science and Technology Commission, and Shanghai Leading Academic Discipline Project under Grant. She is a member of ACM Computer Society and Chinese computer Federation.

Research
Research Interests

Dataology and Data Science

Data Mining

Big Data Analysis

Data Cloud

Developing effective and efficient data analysis techniques for various applications including finance, economics, insurance, bioinformatics, sociology, and so on.


Projects
Selected Recent Projects
Principal Investigator sponsored by Government Foundations:

2012.1- 2014.12: Principle Investigator sponsored by the National Science and Technology Support Program: Research, Development and Operation on Cloud Platform in Stock Market(one branch of the project)
2010.1- 2012.12: Principle Investigator sponsored by the National Natural Science Foundation of China (NSFC): Research on Biological Network Construction Algorithm based on Feature Mining
2009.7- 2011.12: Principle Investigator sponsored by the National Grand Fundamental Research 973 Program of China (one branch of the project): Information Integration Platform for Traditional Chinese Medicine
2008.9- 2010.9: Principle Investigator sponsored by the Development Fund of Shanghai Science and Technology Commission: Research and Realization on Data Analysis for Medical-Insurance-Fund Risk Prevention
2006.12- 2008.12: Co-Principle Investigator sponsored by the National High-Tech Research and Development Plan (863) of China: Computational Identification of Transcription Factor Binding Sites and Composite Module Mining

Principal Investigator granted by Companies:
2011.3- 2012.4: Principle Investigator granted by companies: Data Mining Algorithms Research on Intelligent Transportation Systems (ITS)
2010.10- 2011.10: Principle Investigator granted by companies: Technology Research on Web 3.0 and Data Mining
2010.10- 2011.10: Principle Investigator granted by companies: Data Mining Technology Research on Small and Medium Enterprises

Principal Member of Research Team:
2009.1- 2010.12: granted by companies: Price Manipulation Behavior Mining in stock markets
2006.1- 2008.12: sponsored by the National Natural Science Foundation of China: Data model, indices, and architecture of biological sequence database

Publications
Selected Recent Publications
[1] Yun Xiong, Yangyong Zhu, Philip S. Yu, Jian Pei. Towards Cohesive Anomaly Mining. The Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), 2013.
[2] Xue Bai, Yun Xiong, Yangyong Zhu, Hengshu Zhu. Time Series Representation: A Random Shifting Perspective. Web-Age Information Management (WAIM’13), 2013. (The Best Student Paper Award)
[3] Xue Bai, Yun Xiong, Yangyong Zhu, Qi Liu, Zhiyuan Chen. Co-anomaly Event Detection in Multiple Temperature Series. The 2013 International Conference on Knowledge Science, Engineering and Management (KSEM’13), 2013.
[4] Li Xue, Yun Xiong, Yangyong Zhu, Jianfeng Wu, Zhiyuan Chen. Stock Trend Prediction By Classifying Aggregative Web Topic-Opinion. PAKDD, 2013.
[5] Xue Bai, Zezhen Lin, Yun Xiong, Yangyong Zhu. Clustering Based on Yukawa Potential. SIAM Data Mining (SDM12). 2012: 672-683.
[6] Zhijie Lin, Yan Chen, Shiwei Wu, Yun Xiong, Yangyong Zhu, Guangyong Zheng. Mining hub-based protein complexes in massive biological networks. IEEE BIBM workshop. 2012.
[7] Zhicheng Liao, Yun Xiong, Yangyong Zhu. FIND: A Data Cloud Platform for Financial Data Services. In Proceedings of First Internationnal Conference on Data Management Technologies and Applications (DATA2012). 2012: 117-122.
[8] Zhijie Lin, Yun Xiong, Yangyong Zhu. Link prediction using BenefitRanks in weighted networks. IEEE/WIC/ACM International Conference on Web Intelligence (WI’12). 2012.
[9] Zhijie Lin, Rui Lu, Yun Xiong, Yangyong Zhu. Learning ontology automatically using topic model. IEEE International Conference on Biomedical Engineering and Biotechnology (iCBEB’12). 2012: 360-363.
[10] Yun Xiong, Junhua He, Yangyong Zhu. TOPPER: An algorithm for mining top k patterns in biological sequences based on regularity measurement. Proceedings of the 2010 IEEE International Conference workshop on Bioinformation and Biomedicine (BIBM'10). 2010: 283-288.
[11] Li Xue, Yun Xiong, Yangyong Zhu. A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity. Brain Informatics 2010: 192-199.
[12] Li Xue, Ming Chen, Yun Xiong, Yangyong Zhu. User Navigation Behavior Mining Using Multiple Data Domain Description. Web Intelligence/IAT Workshops 2010: 132-135.
[13] Yun Xiong, Yangyong Zhu. Mining Peculiarity Groups in Day-by-Day Behavioral Datasets. In Proceedings of IEEE International Conference on Data Mining (ICDM'09). 2009: 578-587.
[14] Yun Xiong, Guangyong Zheng, Qing Yang, Yangyong Zhu. A Collaborative MultiAgent System for Mining Transcriptional Regulatory Elements. IEEE Intelligent Systems. 2009, 24(3): 26-37.
[15] Gang Zhao, Yun Xiong, Xuchun Su, Longbing Cao, Yangyong Zhu. A Cost-Effective LSH Filter for Fast Pairwise Mining. In Proceedings of IEEE International Conference on Data Mining (ICDM'09). 2009: 1088-1093.
[16] Dongbo Dai, Yun Xiong, Yangyong Zhu. Efficient Algorithm for Sequence Similarity Search Based on Reference Indexing. Journal of Software. 2010, 21(4): 718-731. (in Chinese with English abstract).
[17] Yangyong Zhu, Dongbo Dai, Yun Xiong. Sequence Similarity Search Technique Research. Journal of Computer Research and Development. 2010, 47(2): 264-276. (in Chinese with English abstract).
[18] Dongbo Dai, Chunlei Tang, Boren Qiu, Yun Xiong, Yangyong Zhu. A Sequence Query Algorithm based on Multiple Filters Optimization. Journal of Computer Research and Development. 2010, 42(10): 1785-1796. (in Chinese with English abstract).
[19] Yangyong Zhu, Ning Zhong, Yun Xiong. Data Explosion, Data Nature and Dataology. In Proceedings of International Conference on Brain Informatics (BI’09). 2009: 147-158.
[20] Yun Xiong, Guangyong Zheng, Qing Yang, Yangyong Zhu. An Agent-based Approach to Mine Transcriptional Regulatory Elements. In Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI/IAT'08). 2008, (3): 567-570.
[21] Guangyong Zheng, Kang Tu, Qing Yang, Yun Xiong, Yangyong Zhu, Yixue Li. ITFP: an integrated platform of mammalian transcription factors. Bioinformatics. 2008, 24(20): 2416-2417.
[22] Jinjiu Li, Yun Xiong, Yangyong Zhu. Technology for k-Skyline Queries on Uncertain Dataset. Journal of Computer Research and Development. 2008, 45(suppl.): 315-322. (in Chinese with English abstract).
[23] Yangyong Zhu, Yun Xiong. BioSeg: A Biological Sequence Data Model. Journal of Computer Science and Frontiers. 2008, 1: 77-96. (in Chinese with English abstract).
[24] Yun Xiong, Chen Yue, Zhu Yangyong. ProFaM: An Efficient Algorithm for Protein Family Mining. Journal of Computer Research and Development. 2007, (7): 1160-1168. (in Chinese with English abstract).
[25] Yangyong Zhu, Yun Xiong. DNA sequence data mining technique. Journal of Software. 2007, (11): 2766-2781. (in Chinese with English abstract).
[26] Chen Yue, Wang Yaqin, Guo Jiankui, Yun Xiong, Zhu Yangyong. Incremental Mining of Sequential Patterns using Prefix Tree. In Proceedings of IEEE Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’07). 2007.5: 433-440.
[27] Yun Xiong, Zhu Yangyong. A Multi-Supports-Based Sequential Pattern Mining Algorithm. In Proceedings of IEEE International Conference on Computer and Information Technology (CIT'05). 2005: 170-174.

Chapters in Books:
[28] Yun Xiong, Ming Chen, Yangyong Zhu. A Domain Driven Mining Algorithm on Gene Sequence Clustering. Chapter in Data Mining for Business Applications. Longbing Cao, Philip S. Yu, et al. (Eds.), 2009. pages 111-126. Springer. ISBN: 978-0-387-79419-8.

Monograph:
[1] Yangyong Zhu, Yun Xiong. Biological Data Integration and Mining. (in Chinese with English abstract). Fudan University Press. 2009. ISBN 978-7-309- 06614-2/Q.72.
[2] Yangyong Zhu, Yun Xiong. Dataology and Data Science. (in Chinese with English abstract). Fudan University Press. 2009. ISBN 978-7-309-06956-3 /T.350.

Selected Professional Service

Member, ACM Computer Society

Member, China Computer Federation

PC Member, IEEE Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2010.

PC Member, International Conference workshop on Data Mining (ICDM), 2009