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Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning Cover

Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning

Journal of Artificial Intelligence and Soft Computing Research
Volume 7 (2017): Issue 4 (October 2017)
By: Guido Bologna and  Yoichi Hayashi  
Open Access
|May 2017

Authors

Guido Bologna

Department of Computer Science, University of Applied Science of Western Switzerland, Switzerland

Yoichi Hayashi

Department of Computer Science, Meiji University, Japan
DOI: https://doi.org/10.1515/jaiscr-2017-0019
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Language: English
Page range: 265 - 286
Submitted on: Feb 14, 2017
Accepted on: Mar 20, 2017
Published on: May 3, 2017
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
ensembles,
Deep Learning,
rule extraction,
feature detectors
Related subjects:
Computer sciences,
Databases and data mining,
Artificial intelligence

© 2017 Guido Bologna, Yoichi Hayashi, published by SAN University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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