Background

Research

Publications

Teaching

Demos

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Services

Jia Li Assistant Professor of Statistics (by courtesy) Computer Science and Engineering The Pennsylvania State University 417A Thomas Bldg. University Park, PA 16802 Phone: 814-863-3074 Fax: 814-863-7114 Email: jiali at psu.edu

Research

Areas     Interests Image retrieval Image annotation Image-based computer security Stochastic image modeling Statistical learning and data mining Computational biology Information theory Hidden Markov Models       Basics on statistical learning and data mining Query flower, holiday, garden ocean, lighthouse, beach medicine, seed, science Image retrieval Demo | Sample talk | More Automatic annotation Demo | Sample talk | More Comparative genomics Sample talk | More   Stochastic image modeling Sample talk | More Statistical clustering Sample talk | More Quantization theory Sample talk | More

In the real world Airliners.net Content-based image search over nearly 1 million aviation photos. powered by SIMPLIcity Slashdot news Click images for sample searches

Software for the public (author: Jia Li) Clustering methods: k-means, Gaussian mixture model-based clustering using EM, or CEM 2-D Hidden Markov Models SIMPLIcity: content-based image retrieval system

Group members and collaborators

Publications

Ten selected publications

Publications by Year

Publications by Type

Monographs: Image Segmentation and Compression Using Hidden Markov Models Machine Learning and Statistical Modeling Approaches to Image Retrieval

Teaching

	New course development Data Mining and Statistical Learning Sample lecture slides ( more ): Introduction Linear Classification LDA, QDA Principal Comp. Ana. Prototype Methods Logistic Regression Dendrogram Clustering Decision Trees, Part I , II Gaussian Mixture Hidden Markov Models
	Courses in Spring 2006 Stat416/Math416: Stochastic Modeling . Office hours: MF 2:30pm-3:30pm, Wed 10:30am-11:50am, or by appointment.
	Previous courses 2000-2005

Academic Background

Education     Ph.D. (1999), Electrical Engineering, Stanford University.     M.S. (1998), Statistics, Stanford University.     M.S. (1995), Electrical Engineering, Stanford University.

Employment     Assistant Professor (2000-), Penn State University, University Park.     Researcher (1999-2000), Xerox Palo Alto Research Center, CA.     Research Associate (6/1999-9/1999), Computer Science Department, Stanford University.     Summer Intern (6/1997-9/1997), Microsoft-VXtreme, Sunnyvale, CA.     Summer Intern (6/1996-9/1996), Interval Research, Palo Alto, CA.

@Jia Li, Updated August, 2005          Back to Home