|
|
Yun Peng
Professor Emeritus |
![[Photo]](ypeng2.jpg)
Items of Interest:
- Teaching
- Current and Former Students
- Research
- Publications
- Other Information
- Contact Information
- MSC
Teaching
Previous semesters
- Fall 2014
CMSC 671: Principles of Artificial Intelligence, Sections 01 and 02
- Spring 2013
CMSC 341: Data Structures, Section 03
- 341 Spring 2013 Course website
- Fall 2012
CMSC 341: Data Structures, Sections 01 and 04
- 341 Fall 2012 Course website
- Spring 2012
CMSC 341: Data Structures, Section 4
- 341 Spring 2012 Course website
- Fall 2011
CMSC 475/675: Introduction to Neural Network Computing, Section 0101
CMSC 671: Principles of Artificial Intelligence, Section 0101
- Spring 2011
CMSC 341: Data Structures, Section 1465
- Spring 2010
CMSC 341: Data Structures, Section 201
Current
Students
- Yi Sun (PhD student)
Recent Students
- Yichuan Gui (co-directed with Prof James T Lo, Prof. Konstantinos Kalpakis replaced me as co-adviser after my retirement in Jan 2015), Convexification and Deconvexification for Training Artificial Neural Networks, April 2016.
- Yunsu Lee, Automatic Service Search & Composability Analysis in Large Scale Service Networks, November 2015.
- Yan Kang, A Semantic Resolution Framework for Integrating Manufacturing Capability Data, April 2015.
- Jaewook Kim (PhD), dissertation: A Semantic Analysis of XML Schema Matching for B2B Systems Integration, May, 2011.
- Yan Kang (MS), thesis: Extensible Dynamic Form for Supplier Discovery, May 2011.
- Shenyong Zhang (PhD student jointly with University of Science and Technology of China), dissertation (in Chinese): Uncertain Reasoning in Bayesian Networks, May, 2010.
- Yi Sun (MS), scholarly paper: A Prototype Implementation of BayesOWL, June, 2009.
- Tom Briggs (Ph.D), dissertation: Constraint Generation and Reasoning in OWL, November, 2008.
- Rong Pan, (PhD), dissertation: Semantically-Linked Bayesian Networks: A Framework for Probabilistic Inference Over Multiple Bayesian Networks, August, 2006.
- Yang Yu, (MS), thesis: Learning the Semantic Meaning of a Concept from the Web, August, 2006.
- Zhongli Ding, (PhD), dissertation: BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web, December 2005.
Former Students (since 1994)
Research:
Probabilistic Reasoning; Machine Learning; Neural Networks; Intelligent
Agents and Multi-Agent Systems; Semantic Web; E-Commerce; Artificial Life.
- Bayesian Networks
- Semantic Web
- BayesOWL
- Intelligent Agents and Multi-agent Systems
- Neural Network Methods for Bayesian Networks
- Artificial
Life
- Associative
Memory
Publications
Contact Information:
Email: ypeng@umbc.edu
Tel: (410) 455-3816
Fax: (410) 455-3969
Office: Room 341, Information Technology and Engineering (ITE) Building
Snail Mail:
Department of
Computer Science and Electrical Engineering
University of Maryland Baltimore County
1000 Hilltop Circle
Baltimore, Maryland 21250
Last Modified: December 19, 2009.