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» Challenges in Ubiquitous Data Management
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AUSDM
2007
Springer
140views Data Mining» more  AUSDM 2007»
15 years 10 months ago
The application of data mining techniques to characterize agricultural soil profiles
The advances in computing and information storage have provided vast amounts of data. The challenge has been to extract knowledge from this raw data; this has lead to new methods ...
Leisa Armstrong, Dean Diepeveen, Rowan Maddern
KDD
2003
ACM
135views Data Mining» more  KDD 2003»
16 years 4 months ago
Efficiently handling feature redundancy in high-dimensional data
High-dimensional data poses a severe challenge for data mining. Feature selection is a frequently used technique in preprocessing high-dimensional data for successful data mining....
Lei Yu, Huan Liu
CISIS
2010
IEEE
15 years 11 months ago
Semantic Integration of Heterogeneous Data Sources for Monitoring Frequent-Release Software Projects
Abstract—Open source software teams routinely develop complex software products in frequent-release settings with rather lightweight processes and project documentation. In this ...
Stefan Biffl, Wikan Danar Sunindyo, Thomas Moser
ICSE
2007
IEEE-ACM
16 years 4 months ago
Mining Software Engineering Data
Software engineering data (such as code bases, execution traces, historical code changes, mailing lists, and bug databases) contains a wealth of information about a project's...
Tao Xie, Jian Pei, Ahmed E. Hassan
WEBI
2009
Springer
15 years 11 months ago
Data Mining for Malicious Code Detection and Security Applications
: Data mining is the process of posing queries and extracting patterns, often previously unknown from large quantities of data using pattern matching or other reasoning techniques....
Bhavani M. Thuraisingham