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» A Perspective on Databases and Data Mining
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KDD
2004
ACM
117views Data Mining» more  KDD 2004»
16 years 4 months ago
Systematic data selection to mine concept-drifting data streams
One major problem of existing methods to mine data streams is that it makes ad hoc choices to combine most recent data with some amount of old data to search the new hypothesis. T...
Wei Fan
DEXAW
2005
IEEE
140views Database» more  DEXAW 2005»
15 years 9 months ago
Effective Dynamic Replication in Wide-Area Network Environments: A Perspective
The unprecedented growth of data at geographically distributed locations coupled with tremendous improvement in networking capabilities over the last decade strongly motivate the ...
Anirban Mondal, Masaru Kitsuregawa
WWW
2006
ACM
16 years 4 months ago
Template guided association rule mining from XML documents
Compared with traditional association rule mining in the structured world (e.g. Relational Databases), mining from XML data is confronted with more challenges due to the inherent ...
Rahman Ali Mohammadzadeh, Sadegh Soltan, Masoud Ra...
DMKD
2004
ACM
136views Data Mining» more  DMKD 2004»
15 years 9 months ago
Mining association rules with non-uniform privacy concerns
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...
Yi Xia, Yirong Yang, Yun Chi
ANOR
2010
135views more  ANOR 2010»
15 years 4 months ago
A framework of irregularity enlightenment for data pre-processing in data mining
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang