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Knowledge Discovery from Data Streams
book

Knowledge Discovery from Data Streams

by Joao Gama
May 2010
Intermediate to advanced content levelIntermediate to advanced
255 pages
8h 11m
English
Chapman and Hall/CRC
Content preview from Knowledge Discovery from Data Streams
130 Knowledge Discovery from Data Streams
Figure 8.6: An illustrative example of a two-layered info-fuzzy network
structure.
is responsible for applying the IN algorithm to the current sliding window of
examples; the Classification Module is responsible for classifying the incoming
examples using the current network; and the Meta Learning Module controls
the operation of the Learning Module. As shown in Figure 8.7, the system
builds a network from T
0
training examples; afterwards, the next V
0
examples
are classified according to the induced network. According to the regenerative
approach of OLIN, when more examples arrive, a completely new network is
built ...
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Publisher Resources

ISBN: 9781439826126