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» Distributed data mining in grid computing environments
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196
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HPDC
2000
IEEE
15 years 10 months ago
An Evaluation of Alternative Designs for a Grid Information Service
Computational grids consisting of large and diverse sets of distributed resources have recently been adopted by organizations such as NASA and the NSF. One key component of a comp...
Warren Smith, Abdul Waheed, David Meyers, Jerry C....
163
Voted
NCA
2007
IEEE
15 years 5 months ago
Handling of incomplete data sets using ICA and SOM in data mining
Based on independent component analysis (ICA) and self-organizing maps (SOM), this paper proposes an ISOM-DH model for the incomplete data’s handling in data mining. Under these ...
Hongyi Peng, Siming Zhu
144
Voted
ICDM
2003
IEEE
140views Data Mining» more  ICDM 2003»
15 years 11 months ago
Mining Frequent Itemsets in Distributed and Dynamic Databases
Traditional methods for frequent itemset mining typically assume that data is centralized and static. Such methods impose excessive communication overhead when data is distributed...
Matthew Eric Otey, Chao Wang, Srinivasan Parthasar...
ISORC
2007
IEEE
16 years 13 days ago
QoS Management of Real-Time Data Stream Queries in Distributed Environments
Many emerging applications operate on continuous unbounded data streams and need real-time data services. Providing deadline guarantees for queries over dynamic data streams is a ...
Yuan Wei, Vibha Prasad, Sang Hyuk Son
EDBT
2006
ACM
139views Database» more  EDBT 2006»
16 years 6 months ago
An Extensible, Distributed Simulation Environment for Peer Data Management Systems
Abstract. Peer Data Management Systems (PDMS) have recently attracted attention by the database community. One of the main challenges of this paradigm is the development and evalua...
Katja Hose, Andreas Job, Marcel Karnstedt, Kai-Uwe...