A fast learning method for streaming and randomly ordered multi-class data chunks by using one-pass-throw-away class-wise learning concept
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference39 articles.
1. Audience targeting by b-to-b advertisement classification: A neural network approach.;Abrahams;Expert Systems With Applications,2013
2. Face recognition using nearest feature space embedding.;Chen;IEEE Transactions on Pattern Analysis and Machine Intelligence,2011
3. Achieving a compromise between performance and complexity of structure: An incremental approach;Ciarelli;Information Sciences,2015
4. An incremental neural network with a reduced architecture.;Ciarelli;Neural Networks,2012
5. An incremental training method for the probabilistic RBF network.;Constantinopoulos;IEEE Transactions on Neural Networks,2006
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