Publications

• Association-Rule Mining and Beyond
• Searching and Mining the Web
• Semistructured Data
• Miscellaneous

Association-Rule Mining and Beyond

• Integrating Data Mining with Relational DBMS: A Tightly-Coupled Approach

Svetlozar Nestorov, Dick Tsur
to appear in Proceedings of 4th Workshop on Next Generation Information Technologies and Systems NGITS'99, Zikhron-Yaakov, Israel, July 1999
 
• Query Flocks: a Generalization of Association-Rule Mining
  Dick Tsur, Jeffrey Ullman, Chris Clifton, Serge Abiteboul, Rajeev Motwani, Svetlozar Nestorov, Arnie Rosenthal
  Proceedings of 1998 ACM SIGMOD, Seattle, Washington, June 1998.
   
• Scalable Techniques for Mining Causal Structures
  Craig Silverstein, Sergey Brin, Rajeev Motwani, Jeffrey Ullman
  Proceedings of VLDB'98, New York, New York, August 1998
   
• Beyond Market Baskets: Generalizing Association Rules to Correlations.
  Sergey Brin, Rajeev Motwani, Craig Silverstein
  Proceedings of 1997 ACM SIGMOD, Montreal, Canada, June 1997
   
• Dynamic Itemset Counting and Implication Rules for Market Basket Data.
  Sergey Brin, Rajeev Motwani, Dick Tsur, Jeffrey Ullman
  Proceedings of 1997 ACM SIGMODMontreal, Canada, June 1997
   

Searching and Mining the Web

• What can you do with a Web in your Pocket?
  Sergey Brin, Rajeev Motwani, Larry Page, Terry Winograd
  Bulletin of the Technical Committee on Data Engineering 21(1998): 37-47
   
• The Anatomy of a Large-Scale Hypertextual Web Search Engine
  Larry Page and Sergey Brin
  Proceedings of WWW7, Australia, 1998
   
• Extracting Patterns and Relations from the World Wide Web
  Sergey Brin
  Proceedings of WebDB Workshop at EDBT'98, Valencia, Spain, March 1998
   

Semistructured Data

• Extracting Schema from Semistructured Data
  Svetlozar Nestorov, Serge Abiteboul, Rajeev Motwani
  In Proceedings of 1998 ACM SIGMOD, Seattle, Washington, June 1998.
   
• Inferring Structure in Semistructured Data
  Svetlozar Nestorov, Serge Abiteboul, Rajeev Motwani
  Proceedings of Workshop on Management of Semistructured Data held in conjuntion with SIGMOD'97, Tucson, Arizona, May 1997.
   
• Inferring Structure in Semistructured Data
  Svetlozar Nestorov, Serge Abiteboul, Rajeev Motwani
  SIGMOD Record 26(4): December 1997, pp. 39-43.
  (Special Issue on Management of Semistructured Data)
   
• Representative Objects: Concise Representations of Semistructured, Hierarchical Data
  Svetlozar Nestorov, Jeffrey Ullman, Janet Wiener, Sudarshan Chawathe
  Proceedings of 13th International Conference on Data Engineering (ICDE'97), Birmingham, England,  April 1997.
   

Miscellaneous

• Dynamic Data Mining: A New Architecture for Data with High Dimensionality
  Sergey Brin and Larry Page
  Work in progress