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Faculty
Publications
Du Zhang
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Journal Papers (1998 – present)
- "Fixpoint Semantics for Rule Based Knowledge Bases",
in preparation.
- "Machine Learning and Software Engineering",
submitted to Annals of Software Engineering (with J. Tsai).
- "Mining California Vital Statistical Data",
submitted to Data and Knowledge Engineering (with Q. Ha, M. Lu).
- "GAPS: A Genetic Programming System", to appear in the
International Journal on Tools with Artificial Intelligence
(with M. Kramer).
- "Approximate Declarative Semantics for Rule Base
Anomalies", Knowledge-Based Systems, Vol.12, No.7,
November 1999, pp.341-353. (with Luqi).
- "Knowledge Acquisition through Automated Facts
Derivation", to appear in the Science of Computer
Programming, (with V. Lee, J. Friedel and R. Keyser)
- "ANDES: An Antenna Diagnostic Expert System",
Expert Systems with Applications, Vol.17, No.4, November 1999,
pp.327-352. (with V. Lee, J. Friedel, and R. Keyser).
- "Verification and Validation of Knowledge-Based Systems",
IEEE Transactions on Knowledge and Data Engineering,Vol.11, No.1,
January/February 1999, pp.202-212 (with W.T. Tsai, R. Vishnuvajjala).
- "Automated Facts Generation from Raw Data: A Perspective
from the ANDES Project", Electronic Notes in Theoretical
Computer Science, Vol.25, 1998 (with V. Lee, J. Friedel and R.
Keyser).
Book Chapters (1998 - present)
- "Knowledge Verification", to appear in Wiley
Encyclopedia of Electrical and Electronic Engineering
(with J.J.P. Tsai).
Conference Proceedings Papers (1998 – present)
- "pSlash: A Web Content Management System", to appear
in the 17th International Conference on Computers and Their
Applications, San Francisco, CA, April 2002 (with D. Leuong).
- "Mining California Vital Statistical Data", the Proceedings
of First IEEE International Conference on Data Mining, San Jose,
CA, November 2001, pp.671-672 (with Q. Ha, M. Lu).
- "Learning Gaussian Functions for Audio Compression in
Synthesized Music", the Proceedings of ISCA Third
International Conference on Information Reuse and Integration,
Las Vegas, NV, November 2001, pp.48-53 (with J. Lewis, M. Lu).
- "Applying Machine Learning Algorithms in Software
Development", the Proceedings of 2000 Monterey Workshop on
Modeling Software System Structures, Santa Margherita Ligure,
Italy, June 2000, pp.275-285.
- "GAPS: A Genetic Programming System", the Proceedings of
24th IEEE International Conference on Computer Software and
Applications, Taipei, Taiwan, October 2000, pp.614-619
(with M. Kramer).
- "A Framework for Natural Language Agents", the Proceedings
of Ninth International Conference on Intelligent Systems,
Louisville, Kentucky, June 2000, pp. 57-60 (with J. Gregory and
M. Lu).
- "Protein Secondary Structure Prediction Using Data
Mining Tool C5", the Proceedings of the Eleventh IEEE
International Conference on Tools with AI, Chicago, November
1999, pp.107-110. (with M. Lu, H. Xu, K. Lau and L.Lu).
- "A Plug-in Software for Image Processing in the Web
Environment", the Proceedings of the Fifth International
Conference for Young Computer Scientists, Nanjing, China,
August 17-20, 1999, pp. 836-843 (with L. Zhao).
- "Experimental Results in Protein Secondary Structure
Prediction Using C4.5/C5", the Proceedings of the Fifth
International Conference for Young Computer Scientists,
Nanjing, China, August 17-20, 1999, pp. 474-479
(with M. Lu, H. Xu, K. Lau and L.Lu).
- "An Intelligent Agent Program for Firewall Environment",
the Proceedings of the Eighth International Conference on
Intelligent Systems, Denver, Colorado, June 24-26 1999,
pp.169-172 (with M. Dinnauer).
- "Automated Facts Generation from Raw Data: A Perspective
from the ANDES Project", the Proceedings of 1998 Monterey
Workshop on Engineering Automation for Computer Based Systems,
Carmel, CA, October 26-29 1998, pp.125-134 (with V. Lee, J.
Friedel and R. Keyser).
- "Experience on Analyzing Phased-Array Antenna Range and
Diagnostic Data through an Expert System", the Proceedings
of IEEE AUTOTESTCON, Salt Lake City, Utah, August 24-27 1998,
pp.615-623 ( with J. Friedel, V. Lee and R. Keyser).
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Principal Advisor for Completed/Soon-to-Complete MS Projects
(July 1998 - present) (MS PROJECT/THESIS SUPERVISION)
- Thao P. Nguyen, PC power management tool, Spring 2002 (graduation form submitted).
- Andy Son Le, AuthorizePay: an online internal payment system, Spring 2002 (graduation form submitted)
- Alek Davis, A comparative study of DCOM and SOAP, Spring 2002 (graduation form submitted).
- Weilin Gaby, Design and simulation of a data link layer protocol using STREAMS under Linux, Spring 2002 (graduation form submitted).
- Harjot Bains, Java applets for scheduling algorithms: an aid to understand operating system principles, (graduation form submitted).
- Xu Cheng, File transfer agent using Java, Spring 2002 (graduation form submitted).
- Diminique Tran, Java applet animation for concurrent programming problems, Spring 2002 (graduation form submitted).
- Peng-Liang Wang, Protein secondary structure prediction with Bayesian learning method, Fall 2001.
- Joseph Warrior, Web based project management tool: PROMAN, Fall 2001.
- Ryan Cheng, A wireless mobile E-commerce web application using J2ME technology, Fall 2001
- Derek Leung, PSLASH: A web content management system, Summer 2001.
- Yan-Ping Zuo, An on-line program submission and grading system using Java RMI and applet, Summer 2001.
- Quoc Luan Ha, Knowledge discovery on the state of California health statistical data, Spring 2001.
- Juhsun Wang, An on-line animation package for concurrency control problems, Spring 2001.
- Paras Shah, Web based retail savings portal, Spring 2001.
- Shingo Katamura, An on-line job fair web application, Fall 2000.
- Abdulsalim Ingalgi, Online assignment submission and grading system, Fall 2000.
- Yizhong Lin, Web based application for insects classification, Summer 2000.
- John Vu, Study of different heuristic functions in solving the Pentomino problem, Summer 2000.
- John Gregory, Natural language agents, Fall 1999.
- HongJun Xu, Accuracy improvement in prediction of protein secondary structure, Fall 1998.
- Fang Gu, Design and implementation of interactive online house brokerage using Java, Fall 1998.
- Vo Lee, ANDES: A phased-array antenna diagnostic expert system, Summer 1998.
Committee Member/Second Reader
- for additional 6 completed MS projects during the period of July 1998-present.
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