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Yoichi Hayashi
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Publications
- 2018
- [j45]Guido Bologna, Yoichi Hayashi:
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs. Appl. Comput. Intell. Soft Comput. 2018: 4084850:1-4084850:20 (2018) - [j44]Guido Bologna, Yoichi Hayashi:
A Rule Extraction Study from SVM on Sentiment Analysis. Big Data Cogn. Comput. 2(1): 6 (2018) - 2017
- [j40]Guido Bologna, Yoichi Hayashi:
Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning. J. Artif. Intell. Soft Comput. Res. 7(4): 265 (2017) - 2016
- [j37]Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra:
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores. J. Artif. Intell. Soft Comput. Res. 6(1): 35 (2016) - [c39]Guido Bologna, Yoichi Hayashi:
A rule extraction study on a neural network trained by deep learning. IJCNN 2016: 668-675 - 2015
- [c35]Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna:
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. IJCNN 2015: 1-8 - [c34]Guido Bologna, Yoichi Hayashi:
QSVM: A Support Vector Machine for Rule Extraction. IWANN (2) 2015: 276-289
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