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Research Papers
OLAP
- Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-tabs and Sub-totals
J. Gray, A. Bosworth, A. Layman, H. Pirahesh,
ICDE 1996
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Implementing Data Cubes Efficiently
Venky Harinarayan, Anand Rajaraman and Jeff Ullman,
SIGMOD 1996.
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Index Selection for OLAP
Himanshu Gupta, Venky Harinarayan, Anand Rajaraman and Jeffrey D. Ullman,
ICDE 97
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Efficient Implementation of Data Cubes Via Materialized Views
Jeffrey D. Ullman,
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Storage estimation for multidimensional aggregates in the presence of
hierarchies
Amit Shukla, Prasad M. Deshpande, Jeffrey F. Naughton and Karthik Ramasamy,
VLDB 1996.
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On the computation of multidimensional aggregates
S. Agarwal, R. Agrawal, P. M. Deshpande, A. Gupta, J. F. Naughton,
R. Ramakrishnan, S. Sarawagi
VLDB 1996.
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An Array-Based Algorithm for Simultaneous Multidimensional Aggregates
Yihong Zhao, Prasad M. Deshpande and Jeffrey F. Naughton
SIGMOD 1997.
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Modeling Multidimensional Databases
R. Agrawal, A. Gupta, S. Sarawagi,
ICDE 1997.
- Cubetree: Organization of and Bulk Incremental Updates on the Data Cube
Nick Roussopoulos, Yannis Kotidis, Mema Roussopoulos
SIGMOD 1997.
- An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees
Yannis Kotidis, Nick Roussopoulos
SIGMOD 1998.
Data Mining
(QUEST Data Mining Publications)
(Publications from SFU)
High Performance and Parallel Data Mining
Clustering Papers
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