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A new convex objective function for the supervised learning of single-layer neural networks.

, , , and . Pattern Recognit., 43 (5): 1984-1992 (2010)

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Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks., , and . HIMA, page 54-60. IEEE, (2011)A robust incremental learning method for non-stationary environments., , , and . Neurocomputing, 74 (11): 1800-1808 (2011)A Fast Semi-linear Backpropagation Learning Algorithm., , , and . ICANN (1), volume 4668 of Lecture Notes in Computer Science, page 190-198. Springer, (2007)Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks., , , and . ICANN (1), volume 6352 of Lecture Notes in Computer Science, page 60-66. Springer, (2010)An effective and efficient green federated learning method for one-layer neural networks., , , and . CoRR, (2023)Self-adaptive Topology Neural Network for Online Incremental Learning., , and . ICAART (1), page 94-101. SciTePress, (2014)Functional Networks., , and . Encyclopedia of Artificial Intelligence, IGI Global, (2009)A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms., , , and . ESANN, (2011)A fast learning algorithm for high dimensional problems: an application to microarrays., , , , and . ESANN, (2016)An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition., , and . ICANN (2), volume 4669 of Lecture Notes in Computer Science, page 240-249. Springer, (2007)