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Christopher M. Jermaine
Associate Professor
Associate Professor of Computer Science
e-mail:[email protected]
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B.A. Math/Comp. Sci (1993) The University of
California, San Diego, San Diego, CA
M.S. (1997) The Ohio State University, Columbus
Ph.D. (2002) Georgia Institute of Technology, Atlanta,
GA
Primary Department
Department of Computer Science
Research Areas
Relational database systems
Selected Publications
Abstracts
S. Joshi, C. Jermaine "Robust Stratified Sampling Plans for Low Selectivity Queries." Proc.
IEEE ICDE (2008) : p. 471, 12 pages.
Refereed articles
S. Joshi, C. Jermaine "Materialized Sample Views for Database Approximation." IEEE Trans.
Knowl. Data Eng., 20 (3) (2008) : p. 337, 14 pages.
C. Jermaine "Online Random Shuffling of Large Database Tables." IEEE Trans. Knowl. Data
Eng., 19 (1) (2007) : p. 73, 12 pages + 3 page appendix.
X. Song, M. Wu, C. Jermaine, S. Ranka "Conditional Anomaly Detection." IEEE Trans. Knowl.
Data Eng., 19 (5) (2007) : p. 631, 15 pages.
c. Jermaine, E. Omiecinski, W. G. Yee "The Partitioned Exponential File for Database Storage
Management." VLDB Journal, 16 (4) (2007) : P. 417, 21 pages.
C. Jermaine, A. Dobra, S. Arumugam, S. Joshi, A. Pol "The Sort-Merge-Shrink join." ACM
Trans. Database Syst., 31 (4) (2006) : p. 1382, 35 pages + 10 page appendix.
C. Jermaine "Finding the Most Interesting Coorelations in a Database: How Hard Can It
be?." Information Systems, 30 (1) (2005) : p. 21, 25 pages.
W.G. Yee, S.B. Navathe, E. Omiecinski, C. Jermaine "Efficient Data Allocation over Multiple
Channels at Broadcast Servers." IEEE Trans. Computers, 51 (10) (2002) : p. 1231, 6 pages.
Articles
Anna Gutowska, Foula Vagena, Chris Jermaine: Topic Models for Feature Selection in
Document Clustering. To appear, Proc. Siam Data Mining 2013: 12 pages.
Niketan Pansare*, Chris Jermaine, Peter J. Haas, Nitendra Rajput: Topic Models over Spo- ken
Language. In Proc. IEEE ICDM 2012: p 1062, 6 pages.
Zhuhua Cai, Christopher Jermaine: The Latent Community Model for Detecting Sybils in Social
Networks. In Proc. NDSS 2012: 10 pages.
Fei Xu, Ravi Jampani, Mingxi Wu, Chris Jermaine, Tamer Kahveci "Surrogate ranking for very
expensive similarity queries." : 848-859.
Manas Somaiya, Christopher M. Jermaine, Sanjay Ranka "Mixture models for learning lowdimensional roles in high-dimensional data." : 909-918.Submitted
Peter J. Haas, Christopher M. Jermaine, Subi Arumugam, Fei Xu, Luis Leopoldo Perez, Ravi
Jampani: "Risk Analysis in the Database." , 3(1):: 782-793.
Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez
"The DataPath system: a data-centric analytic processing engine for large data warehouses." :
687-698.Submitted
Refereed conference papers
F. Rusu, F. Xu, L.L. Perez, M. Wu, R. Jampani, C. Jermaine, A. Dobra "The DBO Database
System." Proc. SIGMOD (2008) : p. 1223, 4 pages.
R. Jampani, F. Xu, M. Wu, L. L. Perez, C.M. Jermaine, P.L. Haas "MCDB: a Monte Carlo
approach to Managing Uncertain Data." Proc. SIGMOD (2008) : p. 687, 14 pages.
X. Song, C. Jermaine, S. Ranka, J. Gums "A Bayesian Mixture Model with Linear Regression
Mixing Proportions." Proc. ACM KDD (2008) : 9.
C. Jermaine, S. Arumugam, A. Pol, A. Dobra "Scalable Approximate Query Processing with the
DBO Engine." Proc. ACM SIGMOD (2007) : p. 725, 12 pages.
F. Xu, C. Jermaine "Randomized Algorithms for Data Reconciliation in Wide Area Aggregate
Query Processing." Proc. VLDB (2007) : p 639, 12 pages.
M. Wu, C. Jermaine "A Bayesian Method for Guessing the Extreme Values in a Data Set." Proc.
VLDB (2007) : p. 471, 12 pages.
X. Song, M. Wu, C. Jermaine, S. Ranka "Statistical Change Detection for Multidimensional
Data." Proc. ACM KDD (2007) : p. 667, 10 pages.
J. Venkateswaran, D. Lachwani, T. Kahveci, C. Jermaine "Reference-based Indexing of
Sequence Databases." Proc. VLDB (2006) : p. 906, 12 pages.
M. Wu, C. Jermaine "Outlier Detection by Sampling with Accuracy Guarantees." Proc. ACM
KDD (2006) : p. 767, 6 pages.
R. Jin, L. Glimcher, C. Jermaine, G. Agrawal "New Sampling-Based Estimators for OLAP
Queries." Proc. IEEE ICDE (2006) : p. 86, 10 pages.
S. Arumugam, C. Jermaine "Closest-Point-of-Approach Join for Moving Object Histories." Proc.
IEEE ICDE (2006) : p. 18, 10 pages.
A. Pol, C. Jermaine "Relational Confidence Bounds Are Easy With The Bootstrap." Proc. ACM
SIGMOD (2005) : p. 587, 12 pages.
C. Jermaine, A. Dobra, A. Pol "Online Estimation for Subset-Based SQL Queries." Proc. VLDB
(2005) : p. 745, 12 pages.
C. Jermaine, A. Dobra, S. Arumugam, S. Joshi, A. Pol "A Disk-Based Join With Probabilistic
Guarantees." Proc. ACM SIGMOD (2005) : p. 563, 12 pages.
C. Jermaine, A. Pol, S. Arumugam "Online Maintenance of Very Large Random Samples." Proc.
ACM SIGMOD (2004) : p. 299, 12 pages.
C. Jermaine "Playing Hide-and-Seek With Correlations." Proc. ACM KDD (2003) : p. 242, 6
pages.
C. Jermaine "Robust Estimation With Sampling and Approximate Pre-Aggregation." Proc. VLDB
(2003) : p. 235, 12 pages.
C. Jermaine, E. Omiecinski "Lossy Reduction for Very High Dimensional Data." Proc. IEEE
ICDE (2002) : p. 663, 10 pages.
W.G. Yee, S.B. Navathe, E. Omiecinski, C. Jermaine "Bridging Response Time and EnergyEfficiency in Broadcast Schedule Design." Proc. EDBT (2002) : p. 572, 18 pages.
C. Jermaine "The Computational Complexity of High-Dimensional Correlation Search." Proc.
IEEE ICDE (2001) : p. 249, 7 pages.
C. Jermaine, E. Omiecinski, W.G. Yee "Maintaining a Large Spatial Database with T2SM." Proc.
ACM GIS (2001) : p. 100, 6 pages.
C. Jermaine "Computing Program Modularizations with the k-Cut Method." Proc. WCRE (1999)
: p. 224, 11 pages.
C. Jermaine, A. Datta, E. Omiecinski "A Novel Index Supporting High Volume Data Warehouse
Insertion." Proc. VLDB (1999) : p. 235, 11 pages.
Presentations
Conference committee member
Program Committee Member. VLDB 2012, ACM SIGMOD 2012, ACM SIG- MOD 2013, ACM
KDD 2012, ACM KDD 2013, IEEE ICDM 2012, SIAM Data Mining 2013, CIKM 2012
Session chair
Program Co-Chair. 2013 IEEE ICDE Conference Technical Program.
Editorial Positions
Associate Editor, ACM Transactions on Database Systems. (2012 - 2012)
Associate Editor, IEEE Transactions on Knowledge and Data Engineering. (2012 - 2012)
Associate Editor, Very Large Database Journal. (2012 - 2012)
Associate Editor, Very Large Database Journal. (2007 - 2007)
Supervised Theses & Dissertations
Laukik Chitnis, Ph.D. n/a. (2008) (Committee Member)
Mark McKenney, Ph.D. n/a. (2008) (Committee Member)
Alexandra Martinez, Ph.D. n/a. (2008) (Committee Member)
Jun Liu, Ph.D. n/a. (2008) (Committee Member)
Yun Yu, Master of Science From Gene Trees to Species Trees: Algorithms for Parasimonious
Reconciliation. (2012) (Committee Member)
Hyun Jung Park, Doctoral Towards Accurate Reconstruction of Phylogentic Networks. (2012)
(Committee Member)
Awards, Prizes, & Fellowships
Alfred P. Sloan Foundation Research Fellowship, (2008-2010)
ACM SIGMOD Conference Best Paper Award, (2007)
National Science Foundation CAREER Award, NSF (2004)
Positions Held
Associate Editor, IEEE Transaction on Knowledge and Data Engineering. (2011 - 2011)
Associate Editor, Very Large Database Journal. (2011 - 2011)
Associate Editor, ACM TRansactions on Database systems. (2011 - 2011)
Program Committee Member, VLDB. (2005 - 2005)
Program Committee Member, VLDB. (2007 - 2007)
Program Committee Member, VLDB. (2004 - 2004)
Program Committee Member, VLDB. (2008 - 2008)
Program Committee Member, VLDB. (2006 - 2006)
Program Committee Member, ACM KDD. (2008 - 2008)
Program Committee Member, ACM KDD. (2004 - 2004)
Program Committee Member, ACM SIGMOD. (2006 - 2006)
Program Committee Member, ACM KDD. (2005 - 2005)
Program Committee Member, ACM KDD. (2007 - 2007)
Program Committee Member, ACM KDD. (2006 - 2006)