Chunsheng (Victor ) FANG, Ph.D

 

Research Scientist,

Riverain Medical Group LLC

riverain amazonUC CCHMC CAS ustc

Victor

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Publications

Personal

Journal & Book Chapter:

3. newChunsheng Fang, M. Kohram, Anca Ralescu, "Spectral Regression with Low-Rank Approximation for Dynamic Graph Link Prediction", IEEE Transaction on Intelligent System, 2011.[link]

2. M Zhang, J Deng, Chunsheng Fang, X Zhang, Jason Lu, "Molecular Network Analysis and Applications", Chapter 11 of "Knowledge-Based Bioinformatics.", John Wiley & Sons, Ltd, July 2010 [link];

1. Chunsheng Fang, Anca Ralescu, "Online Gaussian Mixture Model for concept modeling and discovery”, International Journal of Intelligent Technologies and Applied Statistics, 2008;

Conference:

9. newChunsheng Fang, M. Kohram, X. Meng, Anca Ralescu, "Graph Embedding Framework for Link Prediction and Vertex Behavior Modeling in Temporal Social Networks", ACM SIG KDD (Oral presentation, acceptance rate < 25%), SNA workshop, Aug 2011 [link] [PDF preprint].

8. Chunsheng Fang, Judd Storrs, Anca Ralescu, Jing-Huei Lee, Jason Lu, "Detecting Parkinson's brain changes using local feature based regional SVM ensemble on MRI images", Human Brain Mapping 2011, Quebec, Canada, Jun 2011.

7. Chunsheng Fang, Jason Lu, Anca Ralescu, "Graph Spectra Regression with Low-Rank Approximation for Dynamic Graph Link Prediction", NIPS2010 Workshop on Low-rank Methods for Large-scale Machine Learning, Vancouver, Canada, December, 2010. [PDF]

6. Chunsheng Fang, Anca Ralescu, Jason Lu, "Curve Profiling Feature: Compact Representation for BDGP Embryo Gene Expression Pattern Mining", IEEE International Conference on Data Mining 2010 (ICDM2010), Sydney, Australia, Dec 2010;

5. Minlu Zhang, Chunsheng Fang, Jason Lu, “Integrative scoring approach to identify transcriptional regulations controlling lung surfactant homeostasis ", International Conference on Data Mining 2010 (ICDM2010), Sydney, Australia, Dec 2010;

4. Chunsheng Fang, Anca Ralescu, "ProbSim-Annotation: a novel image annotation algorithm using probability based similarity", 20th Midwest Artificial Intelligence & Cognitive Science Conference (MAICS), Fort Wayne , Indiana, Apr 18-19, 2009; [PDF]

3. Chunsheng Fang, Anca Ralescu, "Experiments on Probability based Similarity Measures Applied to Image Similarity", 19th International Conference on Pattern Recognition (ICPR2008) Sensing Web workshop, Tampa, FL, Dec 7 -11, 2008; [PDF]

2. Chunsheng Fang, Anca Ralescu, "Online Gaussian Mixture Model for concept modeling and discovery", 9th International Conference on Intelligent Technologies (InTech 2008) , Samni, Thailand, Oct. 7-9, 2008; [PDF] (This paper is also selected to publish in International Journal of Intelligent Technologies and Applied Statistics, 2009)

1. Chunsheng Fang, Anca Ralescu, "2D-PCA vs. PCA applied to pedestrian recognition" , 19th Midwest Artificial Intelligence & Cognitive Science Conference (MAICS), Cincinnati, OH, Apr 11-13, 2008;

Invited Seminar Talks:

"Novel Framework for Mining Dynamic Social Network"

Amazon TRMS(Transaction Risk Management System) Principal Research Team.

May 5, 2011, Amazon SEA30, Seattle, WA

 

"Learning the intrinsic structure from labeled & unlabeled data"(938KB)

Keywords: Semi-supervised learning, manifold learning, tutorial.

Matlab Source Code Demo Package for SSL (4KB) (GNU CopyLeft)

CS Seminar, UC, Spring 2009.

Brief Introduction to Content-Based Image Retrieval.

CS Seminar, UC, Spring 2008.

Best way to reach me is my Gmail : 'vicfcs'


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