926 search results - page 38 / 186 » Large Scale Data Mining: Challenges and Responses |
152
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HIS
2004
15 years 7 months ago
2004
Classification of large datasets is a challenging task in Data Mining. In the current work, we propose a novel method that compresses the data and classifies the test data directl...
133
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ECOOP
2006
Springer
15 years 9 months ago
2006
Springer
Object-oriented programs often require large heaps to run properly or meet performance goals. They use high-overhead collections, bulky data models, and large caches. Discovering t...
173
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EDBT
2008
ACM
16 years 6 months ago
2008
ACM
There has been much recent interest in on-line data mining. Existing mining algorithms designed for stored data are either not applicable or not effective on data streams, where r...
180
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KBSE
2010
IEEE
15 years 3 months ago
2010
IEEE
The need for automated software engineering tools and techniques continues to grow as the size and complexity of studied systems and analysis techniques increase. Software enginee...
193
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WEBI
2009
Springer
16 years 18 days ago
2009
Springer
: 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....