Education
Ph.D. |
1984 |
Northwestern University |
Computer Science |
M.E. |
1974 |
University of Florida |
Computer & Info. Eng. |
B.S. |
1973 |
University of Florida |
Electrical Engineering |
Employment and
Professional Experience
Georgia Institute of Technology |
  |
Associate Professor |
College of Computing |
1993-present |
  |
Assistant Professor |
College of Computing |
1986-1993 |
North Dakota State University |
  |
Assistant Professor |
Computer Science Dept. |
1983-1986 |
Current fields of interest
Database mining, parallel database systems, distributed databases,
physical database design, database performance issues
Selected Publications
E. Omiecinski, "Alternative Interest Measures for Mining Associations in Databases,"
IEEE Transactions on Knowledge & Data Engineering, 15, 1, January 2003.
C. Ordonez and E. Omiecinski, "FREM: Fast and Roboust EM Clustering for Large
Data Sets," 11th ACM International Conference on Information and Knowledge Management,
November 2002.
W. Yee, S. Navathe, E. Omiecinski and C. Jermaine, "Efficient Data Allocation
Over Multiple Channels at Broadcast Servers," IEEE Transactions on Computers,
51, 10, October 2002.
W. Yee, S. Navathe, E. Omiecinski and C. Jermaine, "Bridging the Gap between
Response Time and Energy Efficiency in Broadcast Schedule Design," the
2002 Extending Database Technology Conference, March 2002.
C. Jermaine and E. Omiecinski, "Lossy Reduction for Very High Dimensional Data,"
the 2002 IEEE Data Engineering Conference, February 2002.
C. Ordonez, E. Omiecinski, L. DeBraal, C. Santana, N. Ezquerra,
J. Toboada, D. Cooke, E. Krawczynska and E. Garcia,
"Mining Constrained Association Rules to Predict Heart Disease,"
IEEE International Conference on Data Mining, November 2001.
C. Ordonez, E. Omiecinski and N. Ezquerra,
"A Fast Algorithm to Cluster High Dimensional Basket Data,"
IEEE International Conference on Data Mining, November 2001.
C. Jermaine, A. Data, and E. Omiecinski, "A Novel Index Supporting High Volume
Data Warehouse Insertions," in the 25th Very Large Database Conference, September 1999.
C. Ordonez, and E. Omiecinski, "Discovering Association Rules based on Image Content,"
in the IEEE Advances in Digital Libraries Conference, May 1999.
D. Cook, C. Ordonez, E. Garcia, E. Omiecinski, E. Krawczynska, R. Folks,
C. Santana, L. DeBraal and N. Ezquerra,
"Data Mining of Large Myocardial Perfusion SPECT (MPS) Databases to Improve Diagnostic
Decision Making," 46th Annual Meeting of the Society of Nuclear
Medicine, June 1999.
E. Omiecinski and A. Savasere, "Efficient Mining of Association Rules in Large
Dynamic Databases," in the 16th British National Conference on Databases,
July 1998.
A. Savasere, E. Omiecinski, and S. Navathe, "Mining for Strong Negative
Associations in a Large Database of Customer Transaction,"
in the 14th IEEE International Conference on Data Engineering, February 1998.
V. Gottemukkala, E. Omiecinski and U. Ramachandran, "Relaxed Index
Consistency for Data-Only Locking in a Client-Server Database," in the
12th IEEE International Conference on Data Engineering, February 1996.
K. Achyutuni, E. Omiecinski and S. Navathe, "Two Techniques for On-Line Index
Modification in Shared Nothing Parallel Databases," in the
1996 ACM SIGMOD International Conference on Management of Data,June 1996.
S. Gukal, E. Omiecinski and U. Ramachandran, "Transient Versioning for Consistency
and Concurrency in Client-Server Systems," in the
1996 IEEE International Conference on Parallel & Distributed Information Systems,
December 1996.
A. Savasere, E. Omiecinski, and S. Navathe, "An Efficient Algorithm for
Mining Association Rules in Large Databases,"
in the 21st Very Large Database Conference, September 1995.
B.-S. Jeong, and E. Omiecinski, "Inverted File Partitioning Schemes
in Multiple Disk Systems," IEEE Transactions on Parallel & Distributed
Systems, 6, 2, February 1995.
V. Gottemukkala, E. Omiecinski and U. Ramachandran,
"A Scalable Sharing Architecture for a Parallel Database System,"
in the I6th IEEE Symposium on Parallel & Distributed Processing, October 1994.
E. Lin, E. Omiecinski and S. Yalamanchili,
"Large Join Optimization on a Hypercube Multiprocessor,"
IEEE Transactions on Knowledge & Data Engineering, 6, 2, April 1994,
E. Omiecinski, L.Lee and P. Scheuermann,
"Performance Analysis of a Concurrent File Reorganization Algorithm for
Record Clustering,"
IEEE Transactions on Knowledge & Data Engineering, 6, 2, April 1994.
Selected Research Grants:
1998 - 2001
|
High Knowledge Discovery in Distributed Cardiac Imagebases,
PIs: N. Ezquerra (Georgia Tech) and Ernest Garcia (Emory University)
Co-PIs: Edward Omiecinski and Levien de Braal,
National Library of Medicine, $1,421,829
|
1993 - 1996
|
A Knowledge-Base Approach to Integrating and Querying
Distributed Heterogenous Information Systems, PI: Shamkant Navathe
Co-PIs: Edward Omiecinski and Ashok Goel,
ARPA $472,815.
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