Ron Musick's Publications

Each entry points to a page containing either an abstract and a link to the full paper, or to a web page for further information.

Edited Books, Special Issues, Proceedings:

Scalable High Performance Computing for Knowledge Discovery and Data Mining Edited by Paul Stolorz and Ron Musick, Kluwer Academic Publishers. ISBN 0-7923-8097-5, December, 1997.
Special Issue: Machine Learning and Games, Machine Learning Journal, Fall 2005
Third IEEE Metadata Conference Proceedings, IEEE Computer Society, 1999
Second IEEE Metadata Conference Proceedings, IEEE Computer Society, 1997

Book Chapters & Journal Papers:
MeshSQL: The Query Language for Simulation Mesh Data, Information Sciences, volume 159, Spring 2004.
The Framework for Approximate Queries on Simulation Data, Information Sciences, volume 157, Spring 2003.
Metadata Models for Ad Hoc Queries on Terabyte-Scale Scientific Simulations, Brazilian Computer Society, Vol. 8, No. 1, July 2002 (reprint)
Experiences Applying Metadata to Bioinformatics, Information Sciences, volume 139, issue 1-2, November 2001
Scalable Data Mining through Fine-Grained Parallelism: the Present and the Future, Advances in Distributed Data Mining, AAAI Press, Spring 2000.
DataFoundry: Information Management for Scientific Data, IEEE Transactions on Information Technology in Biomedicine, 2000
Belief Maintenance, Encyclopedia of Electrical and Electronics Engineering, 1999.
Practical Lessons in Supporting Large-Scale Computational Science, ACM Sigmod Record, December 1999

Papers and Articles:
Use of Numerical Models as Data Proxies for Approximate Ad-Hoc Query Processing, Joint Conference on Information Systems, September 2003
Ad hoc Query Support for Very Large Simulation Mesh Data: the Metadata Approach, (Best Paper nominee) Brazilian Symposium on Databases, August 2001
Toward a Query Language on Simulation Mesh Data: an Object-oriented Approach, Database Systems for Advanced Applications, 2001
Approximate Ad-hoc Query Engine for Simulation Data, Digital Libraries, 2001
Detecting Data and Schema Changes in Scientific Documents, Advances in Digital Libraries, 2000
An Overview of Bioinformatics Research at Lawrence Livermore National Laboratory, American Biotechnology Laboratory, 2000
Meta-Data Based Mediator Generation. Third IFCIS Conference on Cooperative Information Systems (CoopIS'98), 1998.
Automatic Generation of Warehouse Mediators Using an Ontology Engine. Fifth International Workshop on Knowledge Representation Meets Databases (KDRB'98), 1998.
Report on the Second IEEE Metadata Conference (Metadata'97) SIGMOD Record, 1998.
Editorial - Special Issue on Scalable High Performance Computing for KDD, Journal of Data Mining and Knowledge Discovery Fall, 1997.
Large-Scale Data Mining Pilot Project in Human Genome, Workshop on R&D Opportunities in Federal Information Services, 1997.
Rethinking the Learning of Belief Network Probabilities, Knowledge Discovery in Databases, 1996.
Metadata for Balanced Performance, IEEE Metadata, 1996.
Belief Network Induction, Ph.D. Thesis, UCBerkeley 1994.
Decision Theoretic Subsampling for Induction on Large Databases, Machine Learning, 1993.
Minimal Assumption Distribution Propagation in Belief Networks, Uncertainty in AI, 1993.
How Long Will It Take?, Association for Artificial Intelligence, 1992.



Last modified: Spring, 2005