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Selective Materialization: An Efficient Method for Spatial Data Cube Construction (1998)  (Make Corrections)  (13 citations)
Jiawei Han, Nebojsa Stefanovic, Krzysztof Koperski
Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD'98



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Abstract: On-line analytical processing (OLAP) has gained its popu- larity in database industry. With a huge amount of data stored in spatial databases and the introduction of spatial components to many relational or object-relational databases, it is important to study the methods for spatial data warehousing and on-line analytical processing of spatial data. In this paper, we study methods for spatial OLAP, by integra- tion of nonspatial on-line analytical processing (OLAP) methods with spatial... (Update)

Context of citations to this paper:   More

.... and similarity in time series data [tt, 30] multi level classification and prediction [23, 6] spatial data cube construction [21], spatial association rule mining [24] OLAP mining [12] Weblog mining [31] etc. A data mining system, DBliner [16, 14] has been...

.... and similarity in time series data [11, 30] multi level classification and prediction [23, 6] spatial data cube construction [21], spatial association rule mining [24] OLAP mining [12] Weblog mining [31] etc. A data mining system, DBMiner [16, 14] has been...

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Project Development Analysis of the OSS Community Using ST.. - University Of Notre   (Correct)
Data Mining for Selective Visualization of Large Spatial.. - Shekhar, Lu, Zhang, Liu (2002)   (Correct)
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0.6:   GeoMiner: A System Prototype for Spatial Data Mining - Han, Koperski, Stefanovic (1997)   (Correct)
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9:   An overview of data warehousing and OLAP technology (context) - Chaudhuri, Dayal - 1997
6:   Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
5:   Data cube: A relational aggregation operator generalizing group-by - Gray, Bosworth et al. - 1996

BibTeX entry:   (Update)

J. Han, N. Stefanovic, and K. Koperski. Selective materialization: An efficient method for spatial data cube construction. In Proc. 1998 Pacific-Asia Conf. Knowledge Discovery and Data Mining (PAKDD'98), Melbourne, Australia, April 1998. http://citeseer.ist.psu.edu/han98selective.html   More

@inproceedings{ han98selective,
    author = "J. Han and N. Stefanovic and K. Koperski",
    title = "Selective Materialization: An Efficient Method for Spatial Data Cube Construction",
    booktitle = "Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, {PAKDD}'98",
    address = "Melbourne, Australia",
    editor = "X. Wu and K. Ramamohanarao and K. Korb",
    pages = "144--158",
    year = "1998",
    url = "citeseer.ist.psu.edu/han98selective.html" }
Citations (may not include all citations):
474   Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
393   Data cube: A relational aggregation operator generalizing gr.. - Gray, Chaudhuri et al. - 1997
249   An overview of data warehousing and OLAP technology (context) - Chaudhuri, Dayal - 1997
185   the computation of multidimensional aggregates - Agarwal, Agrawal et al. - 1996
147   The Data Warehouse Toolkit (context) - Kimball - 1996
125   Building the Data Warehouse (context) - It - 1996
109   An array-based algorithm for simultaneous multidimensional a.. - Zhao, Deshpande et al. - 1997
36   Spatial data mining: A database approach - Ester, Kriegel et al. - 1997
7   Mining knowledge in geographic data (context) - Koperski, Itan et al. - 1998
2   An introduction to spatial database systems (context) - It - 1994
2   Design and implementation of on-line analytical processing - Stefanovic - 1997
1   GeoMiner: A system prototype for spatial data mining (context) - Itan, Koperski et al. - 1997
1   Implementing data cubes efficiently (context) - Itarinarayan, Rajaraman et al. - 1996



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://www-faculty.cs.uiuc.edu/~hanj/pubs/kdd.htm):   More
An Efficient Two-Step Method for Classification of Spatial.. - Koperski, Hah, Stefanovic   (Correct)
Data Mining Methods for the Analysis of Large Geographic.. - Koperski, Han (1996)   (Correct)
DBMiner: A System for Data Mining in Relational.. - Han, Chiang.. (1997)   (Correct)

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