Publications   by Date |  by Topic |  by Citation Topics: Privacy Data Mining OLAP Web Technology and E-Commerce Privacy: R. Agrawal, P. Bird, T. Grandison, J. Kieman, S. Logan, W. Rjaibi. "Extending Relational Database Systems to Automatically Enforce Privacy Policies ". To appear in Proc. of the 21st Int'l Conf. on Data Engineering (ICDE 2005), Tokyo, Japan, April 2005. R. J. Bayardo and R. Agrawal. "Data Privacy Through Optimal k-Anonymization". To appear in Proc. of the 21st Int'l Conf. on Data Engineering (ICDE 2005), Tokyo, Japan, April 2005. [PDF] K. Lefevre, R. Agrawal, V. Ercegovac, R. Ramakrishnan, Y. Xu, D. DeWitt. "Limiting Disclosure in Hippocratic Databases". Proc. of the 30th Int'l Conf. on Very Large Databases (VLDB 2004), Toronto, Canada, August 2004. [PDF] R. Agrawal, R. Bayardo, C. Faloutsos, J. Kiernan, R. Rantzau and R. Srikant. "Auditing Compliance with a Hippocratic Database". Proc. of the 30th Int'l Conf. on Very Large Databases (VLDB 2004), Toronto, Canada, August 2004. [PDF] R. Agrawal, D. Asonov, P. Baliga, L. Liang, B. Prost, and R. Srikant "A reusable platform for building sovereign information sharing applications". Proc. of the First Workshop on Databases In Virtual Organizations (DIVO 2004), Paris, June, 2004. [PDF] D. Asonov and R. Agrawal. "Keyboard Acoustic Emanations". Proc. of 2004 IEEE Symposium on Security and Privacy, Oakland, CA. 2004. [PDF] R. Agrawal, D. Asonov and R. Srikant. "Enabling Sovereign Information Sharing Using Web Services". Proc. of the ACM SIGMOD Conference on Management of Data, Paris, France, June 2004. [PDF] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "Order-Preserving Encryption for Numeric Data". Proc. of the ACM SIGMOD Conference on Management of Data, Paris, France, June 2004. [PDF] R. J. Bayardo and R. Srikant. Technological Solutions for Protecting Privacy. IEEE Computer, 115-118, Sept. 2003. [PDF] R. Agrawal, P. Haas and J. Kiernan. "Watermarking Relational Data: Framework, Algorithms and Analysis". The VLDB Journal, 2003. [PDF] M. Bawa, R. J. Bayardo Jr., and R. Agrawal. "Privacy-Preserving Indexing of Documents on the Network.". Proc. of the 29th Int'l Conf. on Very Large Databases (VLDB 2003), Berlin, Germany, Sept 2003. [PDF] R. Agrawal, A. Evfimievski and R. Srikant. "Information Sharing across Private Databases". Proc. of the ACM SIGMOD Conference on Management of Data, San Diego, California, June 2003. [PDF] [PS.GZ] A. Evfimievski, J. Gehrke and R. Srikant. "Limiting Privacy Breaches in Privacy Preserving Data Mining". Proc. of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, San Diego, California, June 2003. [PDF] [PS.GZ] R. Agrawal, P. Haas and J. Kiernan. "A System for Watermarking Relational Databases". Proc. of the ACM SIGMOD Conference on Management of Data, San Diego, California, June 2003. [PDF] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "An XPath-based Preference Language for P3P". Proc. of the 12th Int'l World Wide Web Conference (WWW 2003), Budapest, Hungary, May 2003. [PDF] [PS.GZ] [PPT] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "Implementing P3P Using Database Technology". Proc. of the 19th Int'l Conf. on Data Engineering (ICDE 2003), Bangalore, India, March 2003. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10291 (951650)", April 2003. [PDF] [PS.GZ] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "Server-Centric P3P". Position paper, W3C Workshop on the Future of P3P, Dulles, Virginia, November 2002. [PDF] [PS.GZ] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "Hippocratic Databases". Proc. of the 28th Int'l Conf. on Very Large Databases (VLDB 2002), Hong Kong, China, August 2002. [PDF] [PS.GZ] R. Agrawal and J. Kiernan. "Watermarking Relational Databases". Proc. of the 28th Int'l Conf. on Very Large Databases (VLDB 2002), Hong Kong, China, August 2002. [PDF] [PS.GZ] A. Evfimievski, R. Srikant, R. Agrawal and J. Gehrke. "Privacy Preserving Mining of Association Rules". Proc. of the 8th ACM SIGKDD Int'l Conference on Knowledge Discovery in Databases and Data Mining, Edmonton, Canada, July 2002. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "Privacy-Preserving Data Mining". Proc. of the ACM SIGMOD Conference on Management of Data, Dallas, May 2000. [PDF] [PS.GZ] Data Mining: R. J. Bayardo. The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery. To appear in Proc. of the Workshop on Inductive Databases and Constraint Based Mining, 2005. [PDF] A. Evfimievski, J. Gehrke and R. Srikant. "Limiting Privacy Breaches in Privacy Preserving Data Mining". Proc. of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, San Diego, California, June 2003. [PDF] [PS.GZ] A. Evfimievski, R. Srikant, R. Agrawal and J. Gehrke. "Privacy Preserving Mining of Association Rules". Proc. of the 8th ACM SIGKDD Int'l Conference on Knowledge Discovery in Databases and Data Mining, Edmonton, Canada, July 2002. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "Privacy-Preserving Data Mining". Proc. of the ACM SIGMOD Conference on Management of Data, Dallas, May 2000. [PDF] [PS.GZ] R. Agrawal, R. J. Bayardo Jr. and R. Srikant. "Athena: Mining-based Interactive Management of Text Databases". Proc. of the Seventh Int'l Conf. on Extending Database Technology (EDBT), Konstanz, Germany, March 2000. [PDF] [PS.GZ] Rakesh Agrawal. "Data Mining: Crossing the Chasm". Invited talk at the 5th ACM SIGKDD Int'l Conference on Knowledge Discovery and Data Mining (KDD-99), San Diego, California, August 1999. [PowerPoint] R. J. Bayardo Jr. and R. Agrawal. "Mining the Most Interesting Rules". In Proc. of the 5th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining, pages 145-154, August 1999. [PDF] [PS.GZ] R. J. Bayardo Jr., R. Agrawal and D. Gunopulos. "Constraint-Based Rule Mining in Large, Dense Databases". Proc. of the 15th Int'l Conf. on Data Engineering, Sydney, Australia, vol. pages 188-197, July 1999. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10146". July 1999. [PDF] [PS.GZ] Expanded version appears in Data Mining and Knowledge Discovery Journal, vol. 4(2/3), pages 217-240, July 2000. M. J. Zaki, C. T. Ho and R. Agrawal. "Parallel Classification for Data Mining on Shared-Memory Multiprocessors". Proc. of the 15th Int'l Conf. on Data Engineering, pages 198-205, Sydney, Australia, March 1999. [PDF] [PS.GZ] Expanded version available as "IBM Research Report". [PDF] [PS.GZ] S. Chakrabarti, S. Sarawagi and B.Dom. "Mining surprising patterns using temporal description length". Proc. of the 24th Int'l Conference on Very Large Databases (VLDB), 1998. [PDF] [PS.GZ] Rakesh Agrawal, Dimitrios Gunopulos and Frank Leymann. "Mining Process Models from Workflow Logs". Proc. of the sixth Int'l Conf. on Extending Database Technology (EDBT), Valencia, Spain, December 1998. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10100". December 1997. [PDF] [PS.GZ] N. Megiddo and R. Srikant. "Discovering Predictive Association Rules". Proc. of the 4th Int'l Conference on Knowledge Discovery in Databases and Data Mining, New York, August 1998. [PDF] [PS.GZ] S. Thomas and S. Sarawagi. "Mining Generalized Association Rules and Sequential Patterns Using SQL Queries". Proc. of the 4th Int'l Conference on Knowledge Discovery in Databases and Data Mining, New York, August 1998. [PDF] [PS.GZ] R. J. Bayardo Jr. "Efficiently Mining Long Patterns from Databases". Proc. of the ACM SIGMOD Conference on Management of Data, pages 85-93, Seattle, Washington, June 1998. [PDF] [PS.GZ] Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos and Prabhakar Raghavan. "Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications". Proc. of the ACM SIGMOD Int'l Conference on Management of Data, Seattle, Washington, June 1998. [PDF] [PS.GZ] S. Sarawagi, S. Thomas and R. Agrawal. "Integrating association rule mining with databases: alternatives and implications". Proc. of the ACM SIGMOD Int'l Conference on Management of Data, Seattle, Washington, June 1998. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10107 (91923)". March 1998. [PDF] [PS.GZ] S. Sarawagi, R. Agrawal and N. Megiddo. "Discovery-driven exploration of OLAP data cubes". Proc. of the Sixth Int'l Conference on Extending Database Technology (EDBT), Valencia, Spain, March 1998. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10102 (91918)". January 1998. [PDF] [PS.GZ] S. Chakrabarti, B. Dom, R. Agrawal and P. Raghavan. "Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases". Proc. of the 23rd Int'l Conference on Very Large Data Bases, Athens, Greece, August 1997. [PDF] [PS.GZ] Expanded version available as [PDF] [PS.GZ] John C. Shafer and Rakesh Agrawal. "Parallel Algorithms for High-dimensional Proximity Joins". Proc. of the 23rd Int'l Conference on Very Large Data Bases, Athens, Greece, August 1997. [PDF] [PS.GZ] B. Lent, R. Agrawal and R. Srikant. "Discovering Trends in Text Databases". Proc. of the 3rd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California, August 1997. [PDF] [PS.GZ] R. Srikant, Q. Vu and R. Agrawal. "Mining Association Rules with Item Constraints". Proc. of the 3rd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California, August 1997. [PDF] [PS.GZ] K. Ali, S. Manganaris and R. Srikant. "Partial Classification using Association Rules". Proc. of the 3rd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Newport Beach, California, August 1997. [PDF] [PS.GZ] K. Shim, R. Srikant and R. Agrawal. "High-dimensional Similarity Joins". Proc. of the 13th Int'l Conference on Data Engineering, Birmingham, U.K., April 1997. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10081". July 1997. [PDF] [PS.GZ] R. Agrawal and J. C. Shafer. "Parallel Mining of Association Rules". IEEE Transactions on Knowledge and Data Engineering, Vol. 8, No. 6, December 1996. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 10004". January 1996. [PDF] [PS.GZ] J. C. Shafer, R. Agrawal and M. Mehta. "SPRINT: A Scalable Parallel Classifier for Data Mining". Proc. of the 22th Int'l Conference on Very Large Databases, Mumbai (Bombay), India, September 1996. [PDF] [PS.GZ] R. Agrawal, A. Arning, T. Bollinger, M. Mehta, J. Shafer and R. Srikant. "The Quest Data Mining System". Proc. of the 2nd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Portland, Oregon, August 1996. [PDF] [PS.GZ] R. Agrawal and K. Shim. "Developing Tightly-Coupled Data Mining Applications on a Relational Database System". Proc. of the 2nd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Portland, Oregon, August 1996. [PDF] [PS.GZ] Expanded version available as "Developing Tightly-Coupled Applications on IBM DB2/CS Relational Database System: Methodology and Experience - IBM Research Report RJ 10005(89094)". 1995. [PDF] [PS.GZ] A. Arning, R. Agrawal and P. Raghavan. "A Linear Method for Deviation Detection in Large Databases". Proc. of the 2nd Int'l Conference on Knowledge Discovery in Databases and Data Mining, Portland, Oregon, August 1996. [PDF] [PS.GZ] R. Srikant and R. Agrawal. "Mining Quantitative Association Rules in Large Relational Tables". Proc. of the ACM SIGMOD Conference on Management of Data, Montreal, Canada, June 1996. [PDF] [PS.GZ] M. Mehta, R. Agrawal and J. Rissanen. "SLIQ: A Fast Scalable Classifier for Data Mining". Proc. of the Fifth Int'l Conference on Extending Database Technology, Avignon, France, March 1996. [PDF] [PS.GZ] R. Srikant and R. Agrawal. "Mining Sequential Patterns: Generalizations and Performance Improvements". Proc. of the Fifth Int'l Conference on Extending Database Technology (EDBT), Avignon, France, March 1996. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 9994". December 1995. [PDF] [PS.GZ] R. Agrawal, H. Mannila, R. Srikant, H. Toivonen and A. I. Verkamo. "Fast Discovery of Association Rules". Advances in Knowledge Discovery and Data Mining, Chapter 12, AAAI/MIT Press, 1995. R. Agrawal and A. Swami. "A One-Pass Space-Efficient Algorithm for Finding Quantiles". Proc. of the 7th Int'l Conference Management of Data (COMAD-95), Pune, India, December 1995. [PDF] [PS.GZ] R. Srikant and R. Agrawal. "Mining Generalized Association Rules". Proc. of the 21st Int'l Conference on Very Large Databases, Zurich, Switzerland, September 1995. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ 9963". June 1995. [PS.GZ] [PDF] R. Agrawal, G. Psaila, E. L. Wimmers and M. Zait. "Querying Shapes of Histories". Proc. of the 21st Int'l Conference on Very Large Databases, Zurich, Switzerland, September 1995. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ9962". June 1995. [PDF] [PS.GZ] R. Agrawal, K. Lin, H. S. Sawhney and K. Shim. "Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases". Proc. of the 21st Int'l Conference on Very Large Databases, Zurich, Switzerland, September 1995. [PDF] [PS.GZ] M. Mehta, J. Rissanen and R. Agrawal. "MDL-based Decision Tree Pruning". Proc. of the 1st Int'l Conference on Knowledge Discovery in Databases and Data Mining, Montreal, Canada, August 1995. [PDF] [PS.GZ] R. Agrawal and G. Psaila. "Active Data Mining". Proc. of the 1st Int'l Conference on Knowledge Discovery and Data Mining, Montreal, August 1995. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "Mining Sequential Patterns". Proc. of the Int'l Conference on Data Engineering (ICDE), Taipei, Taiwan, March 1995. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ9910". October 1994. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "Fast Algorithms for Mining Association Rules". Proc. of the 20th Int'l Conference on Very Large Databases, Santiago, Chile, September 1994. [PDF] [PS.GZ] Expanded version available as "IBM Research Report RJ9839". June 1994. [PDF] [PS.GZ] R. Agrawal, T. Imielinski and A. Swami. "Database Mining: A Performance Perspective". IEEE Transactions on Knowledge and Data Engineering, Special issue on Learning and Discovery in Knowledge-Based Databases, Vol. 5, No. 6, pages 914-925, December 1993. [PDF] [PS.GZ] R. Agrawal, C. Faloutsos and A. Swami. "Efficient Similarity Search in Sequence Databases". Proc. of the 4th Int'l Conference on Foundations of Data Organization and Algorithms, Chicago, pages 69-84, October 1993. [PDF] [PS.GZ] R. Agrawal, T. Imielinski and A. Swami. "Mining Associations between Sets of Items in Massive Databases". Proc. of the ACM SIGMOD Int'l Conference on Management of Data, Washington D.C., pages 207-216, May 1993. [PDF] [PS.GZ] R. Agrawal, S. Ghosh, T. Imielinski, B. Iyer and A. Swami. "An Interval Classifier for Database Mining Applications". Proc. of the 18th Int'l Conference on Very Large Databases, Vancouver, pages 560-573, August 1992. [PDF] [PS.GZ] OLAP: C. T. Ho, J. Bruck and R. Agrawal. "Partial-Sum Queries in OLAP Data Cubes Using Covering Codes". IEEE Transactions on Computers, December 1998. [PDF] [PS.GZ] C. T. Ho, R. Agrawal, N. Megiddo and R. Srikant. "Range Queries in OLAP Data Cubes". Proc. of the ACM SIGMOD Conference on Management of Data, Tuczon, Arizona, May 1997. [PDF] [PS.GZ] C. T. Ho, R. Agrawal, N. Megiddo and J. J. Tsay. "Techniques for Speeding up Range-Max Queries in OLAP Data Cubes - IBM Research Report". April 1997. [PDF] [PS.GZ] R. Agrawal, A. Gupta and S. Sarawagi. "Modeling Multidimensional Databases". Proc. of the 13th Int'l Conference on Data Engineering, Birmingham, U.K., April 1997. [PDF] [PS.GZ] Expanded version available as "IBM Research Report". 1995. [PDF] [PS.GZ] S. Agarwal, R. Agrawal, P.M. Deshpande, A. Gupta, J.F. Naughton, R. Ramakrishnan and S. Sarawagi. "On the Computation of Multidimensional Aggregates". Proc. of the 22th Int'l Conference on Very Large Databases, Mumbai (Bombay), India, September 1996. [PDF] [PS.GZ] S. Sarawagi, R. Agrawal and A. Gupta. "On Computing the Data Cube". Research Report 10026, IBM Almaden Research Center, San Jose, California, 1996. [PDF] [PS.GZ] Web Technology and E-Commerce: R. J. Bayardo and J. Sorenson. Merkle Tree Authentication of HTTP Responses. To appear in Proc. of the 14th Int'l World Wide Web Conf. (poster paper), 2005. [PDF] R. J. Bayardo and S. Thomschke. Exploiting the Web for Point-in-Time File Sharing. To appear in Proc. of the 14th Int'l World Wide Web Conf. (poster paper), 2005. [PDF] R. J. Bayardo, Daniel Gruhl, Vanja Josifovski, Jussi Myllymaki. "An Evaluation of Binary XML Encoding Optimizations for Fast Stream Based XML Processing.". Proc. of 13th Int'l World Wide Web Conference (WWW 2004) WWW-2004, New York City, New York, May 2004. [PDF] R. Agrawal, J. Kiernan, R. Srikant and Y. Xu. "An Implementation of P3P using Database Technology". Proc. of the 9th Int'l Conf. on Extending Database Technology (EDBT), Heraklion, Greece, March 2004. [PDF] R. Agrawal and R. Srikant. "Searching with Numbers". IEEE Transactions on Knowledge and Data Engineering, Vol. 15, No. 4, pp. 855-870, August 2003. [PDF] [PS.GZ] M. Bawa, R. J. Bayardo Jr., S. Rajagopalan and E. Shekita. "Make it Fresh, Make it Quick -- Searching a Network of Personal Webservers". Proc. of the 12th Int'l World Web Conference (WWW 2003), Budapest, Hungary, May 2003. [PDF] R. Agrawal, R. Srikant, S. Rajagopalan and Y. Xu. "Mining Newsgroups Using Networks Arising From Social Behavior". Proc. of the 12th Int'l World Wide Web Conference (WWW 2003), Budapest, Hungary, May 2003. [PDF] [PS.GZ] R. J. Bayardo Jr., A. Costea and R. Agrawal. "Peer-to-Peer Sharing of Web Applications". Poster paper. Proc. of the 12th Int'l World Wide Web Conference (WWW-2003), Budapest, Hungary, May 2003. [PDF] [HTML] Expanded version available as IBM Research Report RJ 10268. November 2002. R. Agrawal, R. Srikant and Y. Xu. "Database Technologies for Electronic Commerce". Proc. of the 28th Int'l Conf. on Very Large Databases (VLDB 2002), Hong Kong, China, August 2002. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "Searching with Numbers". Proc. of the Eleventh Int'l World Wide Web Conference, Honolulu, Hawaii, May 2002. [PDF] [PS.GZ] R. J. Bayardo Jr., R. Agrawal, D. Gruhl and A. Somani. "YouServ: A Web Hosting and Content Sharing Tool for the Masses". Proc. of WWW-2002, Honolulu, Hawaii, May 2002. [PDF] [HTML] R. Agrawal, A. Somani and Y. Xu. "Storage and Querying of E-Commerce Data". Proc. of the 27th Int'l Conf. on Very Large Databases (VLDB 2001), Roma, Italy, September 2001. [PDF] [PS.GZ] R. Srikant and Y. Yang. "Mining Web Logs to Improve Website Organization". Proc. of the 10th Int'l World Wide Web Conference (WWW 10), Hong Kong, China, May 2001. [PDF] [PS.GZ] R. Agrawal and R. Srikant. "On Integrating Catalogs". Proc. of the 10th Int'l World Wide Web Conference (WWW 10), Hong Kong, China, May 2001. [PDF] [PS.GZ] R. Agrawal., R. J. Bayardo Jr., D. Gruhl and S. Papadimitriou. "Vinci: A Service-Oriented Architecture for Rapid Development of Web Applications". Proc. of the 10th Int'l World Wide Web Conference, Hong Kong, China, 2001. [PDF] J. Shafer and R. Agrawal. "Continuous Querying in Database-Centric Web Applications". Proc. of the 9th Int'l Word Wide Web Conference, Amesterdam, May 2000. [HTML] R. Agrawal and E. Wimmers. "A Framework for Expressing and Combining Preferences". Proc. of the ACM SIGMOD Conference on Management of Data, Dallas, May 2000.