Downloads: 244
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
djohk00766.pdf | Dissertation_全文 | 4.12 MB | Adobe PDF | View/Open |
yjohk00766.pdf | Abstract_要旨 | 168.45 kB | Adobe PDF | View/Open |
Title: | Extracting Rules from Trained Machine Learning Models with Applications in Bioinformatics |
Other Titles: | 機械学習モデルからの知識抽出と生命情報学への応用 |
Authors: | Liu, Pengyu |
Author's alias: | 劉, 鵬宇 |
Keywords: | Machine learning Neural networks Boolean functions Rule extraction Dynamic programming Dicer cleavage site Gradient boosting machine |
Issue Date: | 24-May-2021 |
Publisher: | Kyoto University |
Conferring University: | 京都大学 |
Degree Level: | 新制・課程博士 |
Degree Discipline: | 博士(情報学) |
Degree Report no.: | 甲第23397号 |
Degree no.: | 情博第766号 |
Conferral date: | 2021-05-24 |
Degree Call no.: | 新制||情||131(附属図書館) |
Degree Affiliation: | 京都大学大学院情報学研究科知能情報学専攻 |
Examination Committee members: | (主査)教授 阿久津 達也, 教授 山本 章博, 教授 鹿島 久嗣 |
Provisions of the Ruling of Degree: | 学位規則第4条第1項該当 |
DOI: | 10.14989/doctor.k23397 |
URI: | http://hdl.handle.net/2433/264678 |
Appears in Collections: | 140 Doctoral Dissertation (Informatics) |

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.