Junming Shao, Dr.

Post-Doc (Alexander von Humboldt Fellow)

Room: 03-627

Johannes Gutenberg - Universität Mainz
Institut für Informatik
Staudingerweg 9

55128 Mainz, Germany

E-Mail: junmshao@uni-mainz.de

Office Phone: +49-6131-39-23336
Fax number: +49-6131-39-23534

Research Interests:

Data Mining, Neuroinformatics, Machine Learning, Image Analysis and Retrival.

Awards:

Best Paper Award in ICDM 2010, Workshop on Biological Data Mining and its Applications in Healthcare. (Junming Shao, et al., Combining Time Series Similarity with Density-based Clustering to Identify Fiber Bundles.)

Best Article for IGI Global’s “Fourth Annual Excellence in Research Journal Awards” 2010. (Junming Shao, et. al, Hierarchical Density-based Clustering of White Matter Tracts in the Human Brain.)

Activities:

Conferences and Workshops

IEEE International Conference on Data Mining (ICDM), Brussel, 2012.

Organization for Human Brain Mapping (OHBM), Beijing, 2012.

IEEE International Conference on Data Mining (ICDM), Vancouver, 2011.

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Barcelona, 2010.

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Washington, 2010.

European Workshop on Mining Massive Data Sets (EMMDS), Denmark, 2009.

International Conferences on Computational Intelligence for Modeling, Control and Automation (CIMACA), Vienna, 2008.

Reviewing Activities:

IEEE Transaction on Knowledge and Data Engineering (TKDE)

World Scientific, Database Technology for Life Sciences and Medicine

Chaos

International Journal of Computer Mathematics

Publications:

Next 10 items » 1 2 3

Shao, J, He, X, Plant, C, Yang, Q, and Boehm, C (2013).
Robust Synchronization-based Graph Clustering
In: Advances in Knowledge Discovery and Data Mining, Lecture Notes in Computer Science, vol. 7818, pp. 249-260 .

Shao, J, Yang, Q, Wohlschlaeger, A, and Sorg, C (2013).
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.

Danso-Amoako, E, Scholz, M, Kalimeris, N, Yang, Q, and Shao, J (2012).
Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area
Computers, Environment and Urban Systems, 36(5):423-433 .

Plant, C, Thai, SM, Shao, J, Theis, F, Meyer-Baese, A, and Boehm, C (2012).
Measuring Non-Gaussianity by Phi-transformed and Fuzzy Histograms
Advances in Artificial Neural Systems:in press.

Shao, J (2012).
Synchronization on Data Mining
LAP LAMBERT Academic Publishing.

Shao, J, He, X, Bohm, C, Yang, Q, and Plant, C (2012).
Synchronization-Inspired Partitioning and Hierarchical Clustering
IEEE Transactions on Knowledge and Data Engineering, 99(PrePrints).

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 (2012).
Prediction of Alzheimer's disease using individual structural connectivity networks.
Neurobiol Aging.

Shao, J, Yang, Q, Wohlschlaeger, A, and Sorg, C (2012).
Discovering Aberrant Patterns of Human Connectome in Alzheimer’s Disease via Subgraph Mining
In: IEEE International Conference on Data Mining, Workshop on Biological Data Mining and its Applications in Healthcare (BioDM), in press.

Yang, Q, Shao, J, and Scholz, M (2012).
Prediction of Sustainable Flood Retention Basin Characteristics using a Self-Organizing Map
Environmental Engineering and Management Journal.

Yang, Q, Shao, J, Scholz, M, Boehm, C, and Plant, C (2012).
Multi-label classification model for Sustainable Flood Retention Basins
Environmental Modelling & Software, 32:27–36.

Next 10 items » 1 2 3

Short Scientific CV:

01.08.2012 – Present PostDoc. (Humboldt Fellowship), Computer Science, University of Mainz

01.11. 2011 – 31.07.2012 PostDoc. Neuroimaging lab (Interdisciplinary research), Technical University of Munich

01.09. 2008 – 10.11.2011 PhD Computer Science, University of Munich

07.09. 2005 – 01.07. 2008 MSc. Computer Science, Northwest A&F University (China)

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