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IBM Research

Hippocratic Database Technology

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 Publications

2010:
  1. Tyrone Grandison, Rafae Bhatti. "Regulatory Compliance and the Correlation to Privacy Protection in Healthcare". International Journal of Computational Models and Algorithms in Medicine. Special Issue on Privacy and Security Issues for Medical Data. March 2010.

2009:

  1. Kun Liu, Evimaria Terzi. "A Framework for Computing the Privacy Scores of Users in Online Social Networks". To appear in the Proceedings of the IEEE International Conference on Data Mining (ICDM 2009). Miami, Florida. USA. December 6-9, 2009.

  2. Jerry Kiernan, Evimaria Terzi. "Constructing comprehensive summaries of large event sequences". To appear in ACM Transactions on Knowledge Discovery from Data. Editor: Jiawei Han.

  3. Tyrone Grandison, Evimaria Terzi, "Intrusion Detection Technology". Encyclopedia of Database Systems, Editors-in-chief: Ozsu, M. Tamer; Liu, Ling, Springer, 2009.

  4. Varun Bhagwan, Carlos Maltzahn. "JabberWocky: Crowd-Sourcing Metadata for Files". To appear in the IEEE International Conference on Services Computing (IEEE SCC 2009), September 21-25, 2009, Bangalore, India.

  5. Varun Bhagwan, Tyrone Grandison, Alfredo Alba, Daniel Gruhl, Jan Pieper. "MONGOOSE: MONitoring Global Online Opinions via Semantic Extraction". To appear in 2009 Service Quality and Assurance Management (SQAM) workshop at IEEE 2009 International Conference on Cloud Computing (CLOUD-II 2009), September 21-25, 2009, Bangalore, India.

  6. Kenneth L. Clarkson, Kun Liu and Evimaria Terzi. "Towards Identity Anonymization on Graphs" in Link Mining: Models, Algorithms and Applications. Edited by Philip S. Yu, Christos Faloutsos, and Jiawei Han. 2009.

  7. Tomas Feder, Heikki Mannila, Evimaria Terzi. "Approximating the Minimum Chain Completion Problem". To appear in Information Processing Letters. 2009.

  8. Varun Bhagwan, Tyrone Grandison, Daniel Gruhl, "Sound Index: Music Charts By The People, For The People". Communications of the ACM. September 2009. Vol 52, No 9.

  9. E. Michael Maximilien, Tyrone Grandison, Tony Sun, Dwayne Richardson, Sherry Guo, Kun Liu. "Enabling Privacy As a Fundamental Construct for Social Networks". The Proceedings of the Workshop on Security and Privacy in Online Social Networking (SPOSN09) at the 2009 IEEE International Conference on Social Computing (SocialCom-09), Aug 2009, Vancouver, Canada.

  10. Ashish Verma, Tyrone Grandison, Himanshu Chauhan. "Enabling Scaleable, Efficient, Non-Visual Web Browsing Services". The Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009). Los Angeles, CA, USA. July 2009.

  11. Alfredo Alba, Varun Bhagwan, Tyrone Grandison, Daniel Gruhl, Jan Pieper. "Change Detection and Correction Facilitation for Web Applications and Services". The Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009). Los Angeles, CA, USA. July 2009.

  12. Varun Bhagwan, Tyrone Grandison. "Deactivation of Unwelcomed Deep Web Extraction Services through Random Injection". The Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009). Los Angeles, CA, USA. July 2009.

  13. Theodoros Lappas, Kun Liu and Evimaria Terzi. "Finding a Team of Experts in Social Networks". The Proceedings of the 15th ACM SIGKDD Conference On Knowledge Discovery and Data Mining. Paris, France. June 2009.

  14. Tyrone Grandison, Christan Grant, Kun Liu, Varun Bhagwan, Tarun Thakur. "Leveraging Online Data To Deliver Better Decision Support For Personalized Chronic Disease Management", American Medical Informatics Association (AMIA) 2009 Spring Congress. Orlando, Florida. May 28-30, 2009.

  15. Kun Liu, Tyrone Grandison, Evimaria Terzi, Tarun Thakur. "Optimizing The Delivery Of Social Services", American Medical Informatics Association (AMIA) 2009 Spring Congress. Orlando, Florida. May 28-30, 2009.

  16. Xiaoyun He, Basit Shafiq, Jaideep Vaidya, Nabil Adam, Evimaria Terzi, Tyrone Grandison. "Efficient Privacy-Preserving Link Discovery". To appear in the Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009). Bangkok, Thailand. April 2009.

  17. E. Michael Maximilien, Tyrone Grandison, Tony Sun, Dwayne Richardson, Sherry Guo, Kun Liu. "Privacy-as-a-Service: Models, Algorithms, and Results on the Facebook Platform". Web 2.0 Security and Privacy 2009, held in conjunction with the 2009 IEEE Symposium on Security and Privacy. Oakland, California. May 2009.

  18. Kun Liu, Evimaria Terzi, Tyrone Grandison. "Highlighting Diverse Concepts in Documents". To appear in the Proceedings of the 2009 SIAM International Conference on Data Mining (SDM 09), April 30-May 2, 2009. Sparks, Nevada.

  19. Heikki Mannila, Evimaria Terzi. "Finding links and initiators: a graph-reconstruction problem". To appear in the Proceedings of the 2009 SIAM International Conference on Data Mining (SDM 09), April 30-May 2, 2009. Sparks, Nevada.

  20. Warren Davis, Peter Schwarz, Evimaria Terzi. "Finding representative rules". To appear in the Proceedings of the 2009 SIAM International Conference on Data Mining (SDM 09), April 30-May 2, 2009. Sparks, Nevada.

  21. Tyrone Grandison, Daniel Gruhl. "Turning Web X.0 Data Into Competitive Advantage". The First Caribbean Conference on Information and Communications Technology (CCICT 2009). Kingston, Jamaica. March 2009.

  22. Jerry Kiernan, Evimaria Terzi. "EventSummarizer: A tool for summarizing large event sequences". To appear in the 12th International Conference on Extending Database Technology (EDBT), March 2009. Saint-Petersburg, Russia. Demo Paper.

2008:

  1. Niina Haiminen, Heikki Mannila, Evimaria Terzi. "Determining significance of pairwise co-occurrences of events in bursty sequences". BMC Bioinformatics 2008, 9:336.

  2. Alfredo Alba, Varun Bhagwan, Tyrone Grandison. "Accessing The Deep Web: When Good Ideas Go Bad". To appear in the Proceedings of the ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA). Nashville, Tennessee. October 2008.

  3. Alfredo Alba, Varun Bhagwan, Tyrone Grandison, Daniel Gruhl, Jan Pieper, "Text Analytics and Integration of Web 2.0 Sources to Transform Media & Entertainment". Information On Demand (IOD). Las Vegas, Nevada. October 2008. Demo.

  4. Jerry Kiernan, Evimaria Terzi. "Constructing comprehensive summary of large event sequences". The Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. Las Vegas, Nevada. August 2008.

  5. S. Hyvarinen, P. Miettinen and Evimaria Terzi. "Interpretable Nonnegative Matrix Decompositions". The Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. Las Vegas, Nevada. August 2008.

  6. Kun Liu, Evimaria Terzi, Tyrone Grandison. "ManyAspects: A System for Highlighting Diverse Concepts in Documents". International Conference on Very Large Data Bases (VLDB). Auckland, New Zealand. August 2008. Demo Paper.

  7. Ashish Kamra, Evimaria Terzi, Elisa Bertino. "Detecting anomalous access patterns in relational databases". The VLDB Journal. 2008.

  8. Alfredo Alba, Varun Bhagwan, Julia Grace, Daniel Gruhl, Kevin Haas, Meenakshi Nagarajan, Jan Pieper, Christine Robson, Nachiketa Sahoo. "Applications of Voting Theory to Information Mashups". The Proceedings of the Second IEEE International Conference on Semantic Computing. Santa Clara, CA, USA. Aug 2008.

  9. Tyrone Grandison, Jakita O. Thomas. "Asset Reuse and Service Science - The Delicate Balance". The Proceedings of PICMET 2008 Conference - Technology Management for a Sustainable Economy. Cape Town, South Africa. July 2008.

  10. Claudio A. Ardagna, Sabrina De Capitani di Vimercati, Tyrone Grandison, Sushil Jajodia, Pierangela Samarati. "Regulating Exceptions in Healthcare using Policy Spaces". The Proceedings of the 22nd Annual IFIP WG 11.3 Working Conference on Data and Applications Security (DBSEC) 2008. London, United Kingdom. July 2008.

  11. Paul L. Bradshaw, Karen W. Brannon, Thomas Clark, Kirby Dahman, Sangeeta Doraiswamy, Linda Duyanovich, Bruce Hillsberg, Wayne Hineman, Michael Kaczmarski, BJ Klingenberg, Xiaonan Ma, Robert Rees. "Archive System Design for Economical Long Term Storage of Massive Amounts of Data". IBM Journal of Research and Development. Vol 52, No. 4/5. July/September 2008.

  12. Stefan Edlund, Tyrone Grandison, Joshua Hui, Christopher Johnson. "Supervision and Discovery of Electronic Communications in the Financial Services Industry". The Proceedings of the 1st International Workshop on Governance, Risk and Compliance - Applications in Information Systems. Montpellier, France. June, 2008.

  13. Alexandre Evfimievski, Ronald Fagin, David Woodruff. "Epistemic Privacy". Proceedings of the Principles of Database Systems (PODS) 2008. Vancouver, Canada. June 2008.

  14. Kun Liu, Evimaria Terzi. "Towards Identity Anonymization on Graphs". In ACM SIGMOD International Conference on Management of Data (SIGMOD'08), pages 93--106, Vancouver, Canada, June 2008.

  15. Kun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta. "Privacy-Preserving Data Analysis on Graphs and Social Networks". In Next Generation Data Mining. Chapter 21, pages 419-437. Edited by Hillol Kargupta, Jiawei Han, Philip Yu, Rajeev Motwani, and Vipin Kumar, CRC Press.

  16. Karin Murthy, Christine Robson. "A model-based comparative study of traceability systems". The Proceedings of the International Conference on Information Systems, Logistics and Supply Chain (ILS). Madison, Wisconsin. May 2008.

  17. Tyrone Grandison, E. Michael Maximilien. "Towards Privacy Propagation in the Social Web". Web 2.0 Security and Privacy (W2SP) 2008. Oakland, California. May 2008.

  18. Tyrone Grandison. "Privacy Controls for Electronic Health Records Systems". The Proceedings of the American Medical Informatics Association (AMIA) Spring Congress. Phoenix, Arizona. May 2008.

  19. Jakita O Thomas, Tyrone Grandison. "Self-Service: Lessons From Industry". The Proceedings of the International Conference of Service Science. Beijing, China. April 2008.

  20. Kamalika Das, Kanishka Bhaduri, Kun Liu, and Hillol Kargupta. "Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network," IEEE Transactions on Knowledge and Data Engineering (TKDE), 2008.

  21. Chris Giannella, Kun Liu, and Hillol Kargupta. "On the Privacy of Euclidean Distance Preserving Data Perturbation", IEEE Transactions on Knowledge and Data Engineering (TKDE), January 2008.

  22. Alexandre Evfimievski, Tyrone Grandison, "Privacy Perserving Data Mining", Encyclopedia of Database Technologies and Applications. Editors: Viviana E. Ferraggine, Jorge H. Doorn, Laura C. Rivero. 2008

2007:

  1. Tim Finin, Joao Gama, Robert Grossman, Diane Lambert, Huan Liu, Kun Liu, Olfa Nasraoui, Lisa Singh, Jaideep Srivastava, Wei Wang, "NSF Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM'07): Final Report", Baltimore MD, November 2007.

  2. Kun Liu, Chris Giannella, Hillol Kargupta, "A Survey Of Attack Techniques On Privacy-Preserving Data Perturbation Methods", Privacy-Preserving Data Mining: Models And Algorithms. Edited by Charu Aggarwal and Philip S Yu. Springer 2007.

  3. Audun Josang, Bandar Alfayyadh, Tyrone Grandison, Mohammed AlZomai, Judith McNamara. "Security Usability Principles for Vulnerability Analysis and Risk Assessment". The Proceedings of the 23rd Annual Computer Security Applications Conference. Miami Beach, Florida. December, 2007.

  4. Tyrone Grandison, John Davis. "The Impact of Industry Constraints on Model-Driven Data Disclosure Controls". The Proceedings of the 1st International Workshop on Model-Based Trustworthy Health Information Systems (MOTHIS) 2007, Nashville, Tennessee. Sept 2007.

  5. Tyrone Grandison, Christopher Johnson, Jerry Kiernan, "Hippocratic Databases: Current Capabilities and Future Trends". Handbook of Database Security: Applications and Trends. Editors: Sushil Jajodia and Michael Gertz. Springer. 2007.

  6. Rafae Bhatti, Tyrone Grandison. "Towards Improved Privacy Policy Coverage in Healthcare Using Policy Refinement". The Proceedings of the 4th VLDB Workshop on Secure Data Management 2007. Vienna, Austria, Sept 2007.

  7. Hillol Kargupta, Kamalika Das, Kun Liu, "Multi-Party, Privacy-Preserving Distributed Data Mining using a Game Theoretic Framework". The Proceedings of the 18th European Conference on Machine Learning (ECML) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) 2007. Warsaw, Poland, September 2007.

  8. Rene Verheij, Tyrone Grandison, Frank Baas, "Enabling Biomedical Research in Europe: Using the Dutch Experience as a Template". Proceedings of the 12th World Congress on Medical Informatics (Medinfo), August 2007. Brisbane, Australia.

  9. Tyrone Grandison, Srivatsava R. Ganta, Uri Braun, Jamie Kaufman, "Protecting Privacy while Sharing Medical Data Between Regional Healthcare Entities". Proceedings of the 12th World Congress on Medical Informatics (Medinfo), August 2007. Brisbane, Australia.

  10. Vishal Batra, Tyrone Grandison, Sumi Negi, Ashwin Srinivasan. "A National Healthcare Data Network for India". Proceedings of the 12th World Congress on Medical Informatics (Medinfo), August 2007. Brisbane, Australia.

  11. Heikki Mannila, Evimaria Terzi. "Nestedness and Segmented Nestedness". To appear in the 13th International Conference on Knowledge Discovery and Data Mining (KDD) 2007. San Jose, California. Aug 2007.

  12. Tyrone Grandison and Han Reichgelt: Formalizing Trust-based Decision Making in Electronic Commerce Transactions. THe Proceedings of Context Awareness and Trust 2007 (CAT07), First International Workshop on Combining Context with Trust, Security and Privacy. Colocated with IFIPTM 2007, Moncton, New Brunswick, Canada, July 30 2007, CEUR Workshop Proceedings, ISSN 1613-0073, Volume 269, online CEUR-http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS//Vol-269/paper2.pdf

  13. Rakesh Agrawal, Alexandre Evfimievski, Jerry Kiernan, Raja Velu. "Auditing Disclosure by Relevance Ranking", The Proceedings of the 26th ACM SIGMOD Intl Conference on Management of Data. Beijing, China. June 2007

  14. Alvin Cheung, Tyrone Grandison, Christopher Johnson, Stefan Schönauer, "Ïnfïnïty: A Generic Platform for Application Development and Information Sharing on Mobile Devices", The Proceedings of the Sixth International ACM Workshop on Data Engineering for Wireless and Mobile Access (MobiDE) 2007, in conjunction with SIGMOD/PODS 2007, Beijing, China, June 2007.

  15. Tyrone Grandison, Marcel Graf, Morton Swimmer, Andreas Wespi, Nev Zunic, Mike Bilge, Luke O'Connor, Matthias Schunter, "Elevating the Discussion on Security Management - The Data Centric Paradigm". 2nd IEEE/IFIP International Workshop on Business-driven IT Management (BDIM), in conjunction with IEEE/IFIP Integrated Management. Munich, Germany. May 2007.

  16. Belinda KL Chen, Vincent Deng, Tyrone Grandison, Joe CH Lu, Andy Ma, Chi-Ta Yang, "Biobank Infrastructure for the 21st Century : Learning from Taiwan". American Medical Informatics Association (AMIA) Spring Congress, May 2007. Orlando, Florida.

  17. Karin Kailing, Alvin Cheung, Stefan Schoenauer, "Theseos: A Query Engine for Traceability across Sovereign, Distributed RFID Databases", 23rd International Conference on Data Engineering (ICDE). Istanbul, Turkey. April 2007.

  18. Christopher Johnson, Tyrone Grandison, "Compliance with Data Protection Laws Using Hippocratic Database Active Enforcement and Auditing," IBM Systems Journal, Vol. 46, No. 2, April 2007.

  19. Rakesh Agrawal, Tyrone Grandison, Christopher Johnson, Jerry Kiernan, "Enabling the 21st Century Healthcare Information Technology Revolution," Communications of the ACM, Vol. 50, No. 2, February 2007.

  20. Rakesh Agrawal, Christopher Johnson, "Securing Electronic Health Records without Impeding the Flow of Information," International Journal of Medical Informatics,January 2007, doi:10.1016/j.ijmedinf.2006.09.015.

  21. Tyrone Grandison, "Conceptions of Trust: Definition, Constructs and Models", Trust in E-Services: Technologies, Practices and Challenge. Ed. Ronggong Song. IGI Group, Jan 2007.

  22. Tyrone Grandison, "Trust Management Tools", Trust in E-Services: Technologies, Practices and Challenges. Ed. Ronggong Song. IGI Group, Jan 2007.

2006:

  1. Ralf Rantzau, Karin Kailing, Steve Beier, Tyrone Grandison, "Discovery Services - Enabling RFID Traceability in EPCglobal Networks", 13th International Conference on Management of Data (COMAD) 2006, Delhi, India. December 2006.

  2. Rakesh Agrawal, Alvin Cheung, Karin Kailing, Stefan Schoenauer, "Towards Traceability across Sovereign, Distributed RFID Databases", to appear in the Proceedings of the Tenth International Database Engineering & Applications Symposium (IDEAS '06), Delhi, India, December 2006.

  3. Karin Kailing, Alexander Löser and Volker Markl, "Challenges and Trends in Information Management", Datenbank-Spektrum, Volume 6, Number 19, 2006, pp. 15-22. Theme: DBMS Technologies for the Next Decade.

  4. Tryg Ager, Christopher Johnson, Jerry Kiernan, "Policy-Based Management and Sharing of Sensitive Information among Government Agencies", Proceedings of the 25th IEEE Military Communications Conference, Washington DC, USA, October 2006.

  5. Christopher Johnson, Rakesh Agrawal, "Intersections of Law and Technology in Balancing Privacy Rights with Free Information Flow", Proceedings of the Fourth IASTED International Conference on Law and Technology, Cambridge, Massachusetts, USA, October 2006.

  6. Rakesh Agrawal, Dmitri Asonov, Murat Kantarcioglu, Yaping Li: "Sovereign Joins", 22nd Int'l Conf.on Data Engineering, Atlanta, Georgia, April 2006.

  7. Rakesh Agrawal, Christopher Johnson, Jerry Kiernan, Frank Leymann, "Taming Compliance with Sarbanes-Oxley Internal Controls Using Database Technology", Proceedings of the 22nd International Conference on Data Engineering (ICDE),Atlanta, Georgia, USA, April 2006.

  8. Rakesh Agrawal, Evimaria Terzi: "On Honesty in Sovereign Information Sharing", Proc. of the 10th Int'l Conference on Extending Database Technology (EDBT), Munich, Germany, March 2006.

  9. Rakesh Agrawal, Ralf Rantzau, Evimaria Terzi. "Context-Sensitive Ranking", ACM SIGMOD Int'l Conf. On Management of Data, June 2006.

  10. Ralf Rantzau and Christoph Mangold. "Laws for Rewriting Queries Containing Division Operators". Best Paper Award. 22nd Int'l Conf.on Data Engineering, Atlanta, Georgia, April 2006.

2005:

  1. Rakesh Agrawal, Ramakrishnan Srikant, Dilys Thomas: "Privacy Preserving OLAP", ACM SIGMOD Int'l Conf. On Management of Data, June 2005.

  2. R. J. Bayardo. The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery. Proc. of the Workshop on Inductive Databases and Constraint Based Mining, 2005. [PDF]

  3. R. J. Bayardo and J. Sorenson. Merkle Tree Authentication of HTTP Responses. Proc. of the 14th Int'l World Wide Web Conf. (poster paper), 2005. [PDF]

  4. R. J. Bayardo and S. Thomschke. Exploiting the Web for Point-in-Time File Sharing. Proc. of the 14th Int'l World Wide Web Conf. (poster paper), 2005. [PDF]

  5. R. Agrawal, P. Bird, T. Grandison, J. Kieman, S. Logan, W. Rjaibi. "Extending Relational Database Systems to Automatically Enforce Privacy Policies ". Proc. of the 21st Int'l Conf. on Data Engineering (ICDE 2005), Tokyo, Japan, April 2005.

  6. R. J. Bayardo and R. Agrawal. "Data Privacy Through Optimal k-Anonymization". Proc. of the 21st Int'l Conf. on Data Engineering (ICDE 2005), Tokyo, Japan, April 2005. [PDF]

2004:

  1. Rakesh Agrawal, Ameet Kini, Kristen LeFevre, Amy Wang, Yirong Xu, Diana Zhou: "Managing Healthcare Data Hippocratically", ACM SIGMOD Int'l Conf. On Management of Data, Paris, France, June 2004.

  2. Alexandre Evfimievski, Ramakrishnan Srikant, Rakesh Agrawal, Johannes Gehrke: "Privacy-Preserving Mining of Association Rules", Information Systems, 29(4), June 2004.

  3. 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]

  4. 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]

  5. D. Asonov and R. Agrawal. "Keyboard Acoustic Emanations". Proc. of 2004 IEEE Symposium on Security and Privacy, Oakland, CA. 2004. [PDF]

  6. 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]

  7. 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]

  8. 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]

  9. 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]

  10. 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]

2003:

  1. R. Agrawal, P. Haas and J. Kiernan. "Watermarking Relational Data: Framework, Algorithms and Analysis". The VLDB Journal, 2003. [PDF]

  2. R. J. Bayardo and R. Srikant. Technological Solutions for Protecting Privacy. IEEE Computer, 115-118, Sept. 2003. [PDF]

  3. 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]

  4. 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]

  5. 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]

  6. 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]

  7. 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]

  8. 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]

  9. 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]

  10. 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]

  11. 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]
    1. Expanded version available as IBM Research Report RJ 10268. November 2002.

  12. 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]
    1. Expanded version available as "IBM Research Report RJ 10291 (951650)", April 2003. [PDF] [PS.GZ]

2002:

  1. 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]

  2. 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]

  3. 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]

  4. 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]

  5. 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]

  6. 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]

  7. 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]

2001:

  1. Rakesh Agrawal, Amit Somani and Yirong Xu. "Storage and Querying of E-Commerce Data". Proc. of the 27th Int'l Conference on Very Large Databases (VLDB 2001), Roma, Italy, September 2001. [PDF] [PS.GZ]

  2. 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]

  3. 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]

  4. 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, May 2001. [PDF]

2000:

  1. 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]

  2. 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]

  3. 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.

  4. R. Agrawal, R. J. Bayardo Jr. and R. Srikant. "Athena: Mining-based Interactive Management of Text Databases". Proc. of the 7th Int'l Conf. on Extending Database Technology (EDBT), Konstanz, Germany, March 2000. [PDF] [PS.GZ]

1999:

  1. 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]

  2. 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]

  3. 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. 4(2/3), pages 188-197, July 1999. [PDF] [PS.GZ]
    1. Expanded version available as "IBM Research Report RJ 10146". July 1999. [PDF] [PS.GZ]
    2. Expanded version appears in Data Mining and Knowledge Discovery Journal, vol. 4(2/3), pages 217-240, July 2000.

  4. 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]
    1. Expanded version available as "IBM Research Report". [PDF] [PS.GZ]

1998:

  1. 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]

  2. 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]

  3. 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]
    1. Expanded version available as "IBM Research Report RJ 10100". December 1997. [PDF] [PS.GZ]

  4. 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]

  5. 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]

  6. 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]

  7. 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]

  8. 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]
    1. Expanded version available as "IBM Research Report RJ 10107 (91923)". March 1998. [PDF] [PS.GZ]

  9. 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]
    1. Expanded version available as "IBM Research Report RJ 10102 (91918)". January 1998. [PDF] [PS.GZ]

1997:

  1. 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]

  2. 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]

  3. 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]

  4. 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]
    1. Expanded version available as [PDF] [PS.GZ]

  5. 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]

  6. 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]

  7. 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]

  8. 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]
    1. Expanded version available as "IBM Research Report". 1995. [PDF] [PS.GZ]

  9. 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]
    1. Expanded version available as "IBM Research Report RJ 10081". July 1997. [PDF] [PS.GZ]

1996:

  1. 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]

  2. 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]
    1. Expanded version available as "IBM Research Report RJ 10004". January 1996. [PDF] [PS.GZ]

  3. 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]

  4. 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]

  5. 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]

  6. 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]
    1. 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]

  7. 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]
  8. 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]

  9. 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]

  10. 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]
    1. Expanded version available as "IBM Research Report RJ 9994". December 1995. [PDF] [PS.GZ]

1995:

  1. 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.

  2. 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]

  3. R. Srikant and R. Agrawal. "Mining Generalized Association Rules". Proc. of the 21st Int'l Conference on Very Large Databases, Zurich, Switzerland, September 1995. [PS.GZ] [PDF]
    1. Expanded version available as "IBM Research Report RJ 9963". June 1995. [PDF] [PS.GZ]

  4. 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]
    1. Expanded version available as "IBM Research Report RJ9962". June 1995. [PDF] [PS.GZ]

  5. 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]

  6. 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]

  7. 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]

  8. 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]
    1. Expanded version available as "IBM Research Report RJ9910". October 1994. [PDF] [PS.GZ]

1994:

  1. 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]
    1. Expanded version available as "IBM Research Report RJ9839". June 1994. [PDF] [PS.GZ]

1993:

  1. 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]

  2. 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]

  3. 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]

1992:

  1. 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]

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