Abhinandan Das, J. E. Gehrke, and Mirek Riedewald. Approximate Join Processing Over Data Streams. To appear in IEEE Transactions on Knowledge and Data Engineering.
Cristian
Bucila, J. E. Gehrke, Daniel
Kifer, and Walker
White. DualMiner: A
Dual-Pruning Algorithm for Itemsets with Constraints.
Rohit Ananthakrishna, Abhinandan Das, J. E. Gehrke, Flip Korn, S. Muthukrishnan, and Divesh Srivastava. Efficient Approximation of Correlated Sums on Data Streams. IEEE Transactions on Knowledge and Data Engineering, Vol. 15, No. 3, May/June 2003, pages 569-572.
Paul S. Bradley, J. E. Gehrke, Raghu Ramakrishnan and Ramakrishnan Srikant. Philosophies and Advances in Scaling Mining Algorithms to Large Databases. Communications of the ACM, August 2002.
Dan Kifer, Shai Ben-David, and Johannes Gehrke. Detecting Change in Data Streams. In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB 2004). Toronto, Canada. August 2004.
Abhinandan Das, Mirek Riedewald, and Johannes Gehrke. Approximation Techniques for Spatial Data. In Proceedings of the the 2004 ACM SIGMOD International Conference on Management of Data (SIGMOD 2004). Paris, France, June 2004
Adina Crainiceanu, Prakash Linga, Johannes Gehrke, and Jayavel Shanmugasundaram. P-Tree: A P2P Index for Resource Discovery Applications. In Proceedings of the Thirteenth International World Wide Web Conference (WWW 2004). New York, NY, May 2004. Poster paper.
Adina Crainiceanu, Prakash Linga, Ashwin Machanavajjhala, Johannes Gehrke, and Jayavel Shanmugasundaram. A Storage and Indexing Framework for P2P Systems. In Proceedings of the Thirteenth International World Wide Web Conference (WWW 2004). New York, NY, May 2004. Poster paper.
Alin Dobra, Minos Garofalakis, Johannes Gehrke, and Rajeev Rastogi. Sketch-Based Multi-Query Processing over Data Streams. To appear in Proceedings of the 9th International Conference on Extending Database Technology (EDBT 2004). Heraklion-Crete, Greece, March 2004.
David Kempe, Alin Dobra, and J. E. Gehrke. Computing Aggregate Information using Gossip. In Proceedings of the 44th Annual IEEE Symposium on Foundations of Computer Science. Cambridge, MA, October 2003.
Abhinandan Das, J. E. Gehrke, and Mirek Riedewald. Approximate Join Processing Over Data Streams. In Proceedings of the the 2003 ACM SIGMOD International Conference on Management of Data (SIGMOD 2003). San Diego, CA, June 2003.
Daniel Kifer, J. E. Gehrke, Cristian Bucila, and Walker White. How to Quickly Find a Witness. In Proceedings of the 22nd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS 2003). San Diego, CA, June 2003.
Alexandre Evfimievski, J. E. Gehrke, and Ramakrishnan Srikant. Limiting Privacy Breaches in Privacy Preserving Data Mining. In Proceedings of the 22nd ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS 2003). San Diego, CA, June 2003.
Tobias Mayr, Philippe Bonnet, J. E. Gehrke, and Praveen Seshadri. Leveraging Non-Uniform Resources for Parallel Query Processing. In Proceedings of the 3rd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2003). Tokyo, Japan, May 2003.
Yong Yao and J. E. Gehrke. Query Processing in Sensor Networks. In Proceedings of the First Biennial Conference on Innovative Data Systems Research (CIDR 2003), Asilomar, California, January 2003.
Cristian
Bucila, J. E. Gehrke, Daniel
Kifer, and Walker
White. DualMiner: A
Dual-Pruning Algorithm for Itemsets with Constraints.
Alexandre
Evfimievski, Ramakrishnan
Srikant, Rakesh
Agrawal, and J. E. Gehrke. Privacy Preserving
Mining of Association Rules. In Proceedings of the Eighth ACM
SIGKDD International Conference on Knowledge Discovery and Data Mining.
Shai Ben-David, J. E. Gehrke, and Reba Schuller. A Theoretical Framework for Learning from a Pool of Disparate Data Sources. In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Edmonton, Alberta, Canada, July 2002.
Jay Ayres, J. E. Gehrke, Tomi
Yiu,
and Jason
Alin Dobra and Johannes Gehrke. SECRET: A Scalable Linear Regression Tree Algorithm. In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Edmonton, Alberta, Canada, July 2002.
Francis Chu, Joseph Halpern, and J. E. Gehrke. Least Expected Cost Query Optimization: What Can We Expect? In Proceedings of the 21st ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS 2002). Madison, Wisconsin, June 2002.
Wai Fu Fung, David Sun, and J. E. Gehrke. COUGAR: The Network is the Database. In Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data (SIGMOD 2002), Madison, Wisconsin, June 2002. Demo description.
Adina Crainiceanu, Prakash Linga, Johannes Gehrke, and Jayavel Shanmugasundaram. Querying Peer-to-Peer Networks Using P-Trees. In Proceedings of the Seventh International Workshop on the Web and Databases (WebDB 2004). Paris, France, June 2004. An expanded version of this paper is available as Cornell University Computing and Information Science Technical Report TR2004-1926.
Adina Crainiceanu, Prakash Linga, Ashwin
Machanavajjhala, Johannes Gehrke, Jayavel Shanmugasundaram: P-Ring:
An Index Structure for Peer-to-Peer Systems.
Adina Crainiceanu, Prakash Linga, Johannes Gehrke, and Jayavel Shanmugasundaram. Querying Peer-to-Peer Networks Using P-Trees. Cornell University Computing and Information Science Technical Report TR2004-1926.
Alan Demers, Johannes Gehrke, Rajmohan Rajaraman, Niki Trigoni, and Yong Yao. The Cougar Project: A Work-In-Progress Report. In Sigmod Record, Volume 34, Number 4, December 2003.
Anastassia Ailamaki and J. E. Gehrke. Time Management for New Faculty. Sigmod Record, Volume 32, Number 2, June 2003.
Alan Demers, J. E. Gehrke, and Mirek Riedewald. Research Issues in Distributed Mining and Monitoring. In the informal proceedings of the National Science Foundation Workshop on Next Generation Data Mining (NGDM 2002). Baltimore, Maryland, November 2002.
Yong Yao and J. E. Gehrke. The Cougar Approach to In-Network Query Processing in Sensor Networks. Sigmod Record, Volume 31, Number 3, September 2002.
Venkatesh Ganti, J. E. Gehrke, and Raghu Ramakrishnan. Mining Data Streams under Block Evolution. Invited paper to SIGKDD Explorations, Volume 3, Issue 2, January 2002.
J. E. Gehrke. Report on the SIGKDD 2001 Conference Panel “New Research Directions in KDD”. SIGKDD Explorations, Volume 3, Issue 2, January 2002.
Roberto Bayardo and J. E. Gehrke. Report on the Workshop on Research Issues in Data Mining and Knowledge Discovery Workshop (DMKD 2001). SIGKDD Explorations, Volume 3, Issue 1. July 2001.
Internet Infrastructure and Applications. Lectures on Database Technology and Data Mining. Johnson Graduate School of Management, Cornell University. February/March 2002.
Johannes Gehrke and Wei-Yin Loh. Advances in Decision Tree Construction. Tutorial at the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, August 2001. Part I of the tutorial slides.