Zobrazeno 1 - 5
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pro vyhledávání: '"Nakagawa, Yuichiroh"'
Publikováno v:
IEICE Transaction D, Feb, 2020
As one type of machine-learning model, a "decision-tree ensemble model" (DTEM) is represented by a set of decision trees. A DTEM is mainly known to be valid for structured data; however, like other machine-learning models, it is difficult to train so
Externí odkaz:
http://arxiv.org/abs/1904.11753
Autor:
Sato, Naoto, Kuruma, Hironobu, Kaneko, Masanori, Nakagawa, Yuichiroh, Ogawa, Hideto, Hoang, Thai Son, Butler, Michael
In recent years, a number of methods for verifying DNNs have been developed. Because the approaches of the methods differ and have their own limitations, we think that a number of verification methods should be applied to a developed DNN. To apply a
Externí odkaz:
http://arxiv.org/abs/1811.03752
Akademický článek
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Autor:
Hoang, Thai Son, Sato, Naoto, Myosin, Tomoyuki, Butler, Michael, Nakagawa, Yuichiroh, Ogawa, Hideto
Machine learning (ML) systems typically involve complex decision making mechanisms while lack clear and concise specifications. Demonstrating the quality of ML systems therefore is a challenging task. We propose an approach combining formal methods a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______348::875317c4ffec1f31975019f0ecae9cd8
https://eprints.soton.ac.uk/421233/
https://eprints.soton.ac.uk/421233/
Publikováno v:
2012 19th Working Conference on Reverse Engineering; 1/ 1/2012, p308-317, 10p