IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Neural Network Initialization With Decision Trees

Author(s): Kelli D. Humbird ; J. Luc Peterson ; Ryan G. McClarren
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 10
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2018.2869694
Regular:

In this paper, a novel, automated process for constructing and initializing deep feedforward neural networks based on decision trees is presented. The proposed algorithm maps a collection of... View More

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