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Faculty

Junming Shao

Education Background2008 09 – 2011 11, University of Munich (Germany), PhD2011 11 – 2012 07, Technical Uni

邵俊明
Education Background
2008/09 – 2011/11, University of Munich (Germany), PhD
2011/11 – 2012/07, Technical University of Munich (Germany), PostDoc.
2011/08 – 2012/12, University of Mainz (Germany), Alexander von Humboldt Fellow
2013/12 – Present, University of Electronic Science and Technology of China (China) ,  Prof.

Brief Research Statement
His research interests include data mining and machine learning, especially for clustering in high-dimensional data, graph mining and brain structural network analysis. He has received his PhD degree with highest honer (``Summa Cum Laude") at the University of Munich, Germany. He became the Alexander von Humboldt Fellow in 2012. Currently, he is professor of Computer Science at the University of Electronic Science and Technology of China. He not only published papers on top-level data mining conferences like KDD, ICDM, SDM, IEEE/TKDE, but also published data mining-related interdisciplinary work in leading journals including Brain, Neurobiology of Aging, and Water Research.

Selected Awards
Ÿ   Alexander von Humboldt Fellow, 2012
Ÿ   PhD degree with highest honor -“Summa Cum Laude”, 2011
Ÿ   Best Paper Award in ICDM 2010, Workshop on Biological Data Mining and its Applications in Healthcare.
Ÿ   Best Article for IGI Global’s “Fourth Annual Excellence in Research Journal Awards” 2010

Selected Publications
[1]Shao, J., Han, Z.  Yang, Q and Zhou, T.:Community Detection based on Distance Dynamics, Proceedings of the 21th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), in press. 2015. http://www.kdd.org/kdd2015/program.html#accepted-ind-gov-papers
[2]Shao, J., Ahmadi, Z. and Kramer, S.:Prototype-based Learning on Concept-drifting Data Streams, Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pp. 412-421. 2014. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[3]Meng, C., Brandl, F., Tahmasian, M., Shao, J., Manoliu, A., Scherr, M., … & Sorg, C.:Aberrant topology of striatum’s connectivity is associated with the number of episodes in depression, Brain 2014: 137; 598–609. http://www.researchgate.net/publication/258104088_Aberrant_topology_of_striatum%27s_connectivity_is_associated_with_the_number_of_episodes_in_depression
[4]Shao, J., He, X., Boehm, C., Yang, Q. and Plant, C.:Synchronization-inspired Partitioning and Hierarchical Clustering, IEEE Transactions on Knowledge and Data Engineering(TKDE), 25(4): 893-905. 2013. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[5]Shao, J, Yang, Q, Wohlschlaeger, A, and Sorg, C.:Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer’s Disease via Subgraph Mining, International Journal of Knowledge Discovery in Bioinformatics, 3(1):14-29, 2013. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[6]Shao, J., He, X., Yang, Q., Plant, C. and Boehm, C.:Robust Synchronization-Based Graph Clustering, 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 249-260, 2013. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[7]Tahmasian, M., Knight, D. C., Manoliu, A., Schwerthöffer, D., Scherr, M., Meng, C., … & Sorg, C.:Aberrant intrinsic connectivity of hippocampus and amygdala overlap in the fronto-insular and dorsomedial-prefrontal cortex in major depressive disorder, Frontiers in human neuroscience, 7, 2013.
http://www.ncbi.nlm.nih.gov/pubmed/24101900
[8]Shao, J:Synchronization on Data Mining, LAP LAMBERT Academic Publishing, 2012.
[9]Shao, J., Myers, N., Yang, Q., Feng, J., Plant, C., Böhm, C., Förstl, H., Kurz, A., Zimmer, C., Meng, C., Riedl, V., Wohlschläger, A. and Sorg, C.:Prediction of Alzheimer’s disease using individual structural connectivity networks, Neurobiology of Aging, 33(12):2756-2765, 2012. http://www.sciencedirect.com/science/article/pii/S0197458012000383
[10]Yang, Q, Shao, J, Scholz, M, Boehm, C, and Plant, C:Multi-label classification model for Sustainable Flood Retention Basins, Environmental Modelling & Software 32 (2012): 27-36. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[11]Shao, J., Yang, Q., Boehm, C. and Plant, C.:Detection of Arbitrarily Oriented Synchronized Clusters in High-dimensional Data, IEEE International Conference on Data Mining (ICDM), pp. 607-616, 2011. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[12]Yang, Q, Shao, J, Scholz, M, and Plant, C:Feature selection methods for characterizing and classifying adaptive Sustainable Flood Retention Basins, Water Research, 45(3):993-1004, 2011. www.sciencedirect.com/science/article/pii/S0043135410007013
[13]Mueller, N.S., Haegler, K., Shao, J., Plant, C. and Boehm, C.:Weighted Graph Compression for Parameter-free Clustering With PaCCo, Proceedings of the 2011 SIAM International Conference on Data Mining (SDM), 932-943, 2011. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[14]Boehm, C., Plant, C., Shao, J.* and Yang, Q.:Clustering by synchronization, Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), 583-592, 2010. (*First and corresponding author) http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[15]Shao, J., Boehm, C., Yang, Q. and Plant, C.:Synchronization Based Outlier Detection, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010), 245-260, 2010. http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[16]Shao, J., Hahn, K., Yang, Q., Wohlschlaeger, A., Boehm, C., Myers, N. and Plant, C.:Hierarchical Density-based Clustering of White Matter Tracts in the Human Brain, International Journal of Knowledge Discovery in Bioinformatics 1(4), 1-26, 2010. (Best Paper Award) http://dblp.uni-trier.de/pers/hd/s/Shao:Junming
[17]Shao, J., Hahn, K., Yang, Q., Boehm, C., Wohlschlaeger, A., Myers, N. and Plant, C.:Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain, Proceedings of International Conference on Data Mining (ICDM), Workshop on Biological Data Mining and its Applications in Healthcare, 747-754, 2010. (Best Paper Award)   http://dblp.uni-trier.de/pers/hd/s/Shao:Junming