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» Architectural Support for Data Mining
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159
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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...
115
Voted
CINQ
2004
Springer
125views Database» more  CINQ 2004»
15 years 9 months ago
Deducing Bounds on the Support of Itemsets
Mining Frequent Itemsets is the core operation of many data mining algorithms. This operation however, is very data intensive and sometimes produces a prohibitively large output. I...
Toon Calders
175
Voted
KDD
2008
ACM
274views Data Mining» more  KDD 2008»
16 years 4 months ago
Data mining using high performance data clouds: experimental studies using sector and sphere
We describe the design and implementation of a high performance cloud that we have used to archive, analyze and mine large distributed data sets. By a cloud, we mean an infrastruc...
Robert L. Grossman, Yunhong Gu
234
Voted
ICDE
2004
IEEE
116views Database» more  ICDE 2004»
16 years 5 months ago
An Efficient Algorithm for Mining Frequent Sequences by a New Strategy without Support Counting
Mining sequential patterns in large databases is an important research topic. The main challenge of mining sequential patterns is the high processing cost due to the large amount ...
Ding-Ying Chiu, Yi-Hung Wu, Arbee L. P. Chen
158
Voted
ANSOFT
2002
159views more  ANSOFT 2002»
15 years 3 months ago
Using Component-Based Development and Web Technologies to Support a Distributed Data Management System
Over recent years, "Internet-able" applications have been used to support domains where distributed functionality is essential. This flexibility is also pertinent in situ...
M. Brian Blake, Gail Hamilton, Jeffrey Hoyt