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» A Perspective on Databases and Data Mining
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KDD
1994
ACM
118views Data Mining» more  KDD 1994»
15 years 8 months ago
Discovering Informative Patterns and Data Cleaning
Wepresent a methodfor discovering informative patterns from data. With this method,large databases can be reducedto only a few representative data entries. Ourframeworkencompasses...
Isabelle Guyon, Nada Matic, Vladimir Vapnik
COMPSAC
2004
IEEE
15 years 7 months ago
Mining Complex Relationships in the SDSS SkyServer Spatial Database
In this paper we describe the process of mining complex relationships in spatial databases using the Maximal Participation Index (maxPI), which has a property of discovering low s...
Bavani Arunasalam, Sanjay Chawla, Pei Sun, Robert ...
PKDD
1997
Springer
86views Data Mining» more  PKDD 1997»
15 years 8 months ago
A New and Versatile Method for Association Generation
Current algorithmsfor ndingassociations amongthe attributes describing datain a database have a number of shortcomings:
Amihood Amir, Ronen Feldman, Reuven Kashi
DEXA
2004
Springer
190views Database» more  DEXA 2004»
15 years 9 months ago
On Efficient and Effective Association Rule Mining from XML Data
: In this paper, we propose a framework, called XAR-Miner, for mining ARs from XML documents efficiently and effectively. In XAR-Miner, raw XML data are first transformed to either...
Ji Zhang, Tok Wang Ling, Robert M. Bruckner, A. Mi...
VLDB
1998
ACM
112views Database» more  VLDB 1998»
15 years 8 months ago
Incremental Clustering for Mining in a Data Warehousing Environment
Data warehouses provide a great deal of opportunities for performing data mining tasks such as classification and clustering. Typically, updates are collected and applied to the d...
Martin Ester, Hans-Peter Kriegel, Jörg Sander...