A New Neural Dynamic Classification Algorithm

The keys for the development of an effective classification algorithm are: 1) discovering feature spaces with large margins between clusters and close proximity of the classmates and 2) discovering the smallest number of the features to perform accurate classification. In this paper, a new supervise...

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Veröffentlicht in:	IEEE transaction on neural networks and learning systems Jg. 28; H. 12; S. 3074 - 3083
Hauptverfasser:	Rafiei, Mohammad Hossein, Adeli, Hojjat
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.12.2017 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Benchmarks Classification Classification algorithm Clustering algorithms Denial of service attacks Digits Handwriting Heuristic algorithms Infrared imaging systems Kernel Mixed National Institute of Standards and Technology (MNIST) neural dynamic model of Adeli and Park Neural networks Optimization probabilistic neural networks (PNNs) Robustness Smoothness supervised learning Support vector machines Training
ISSN:	2162-237X, 2162-2388, 2162-2388
Online-Zugang:	Volltext
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