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165
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
XCS is a flexible system for data mining due to its ability to deal with environmental changes, learn online with little prior knowledge and evolve accurate and maximally general...
172
Voted
GECCO
2007
Springer
16 years 8 days ago
2007
Springer
In this paper, we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a prima...
153
Voted
EDCC
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. Our paper presents a novel approach for identifying the key infrastructural factors determining the behavior of systems in the presence of faults by the application of in...
172
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ICDE
2006
IEEE
16 years 5 days ago
2006
IEEE
Scalable Distributed Data Structures (SDDS) store data in a file of key-based records distributed over many storage sites. The number of storage sites utilized grows and shrinks w...
163
Voted
EUROGP
2007
Springer
16 years 9 days ago
2007
Springer
A Genetic Programming based boosting ensemble method for the classification of distributed streaming data is proposed. The approach handles flows of data coming from multiple loc...