Researchers Database
Lee Saerom
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Last Updated :2026/02/14
Researcher Information
Degree
- Bachelor of Engineering（2011/02 Seoul National University of Science and Technology）
- Master of Engineering（2013/03 Muroran Institute of Technology）
- Doctor of Engineering, Ph. D.（2017/03 Muroran Institute of Technology）
J-Global ID
Research Interests
Research Areas
Academic & Professional Experience
- 2020/11 - Today Kagawa UniversityFaculty of Engineering and Design Department of Engineering and DesignAssistant Professor
- 2019/04 - 2020/10 National Institute of Technology, Matsue CollegeDepartment of Information EngineeringAssistant Professor
- 2017/04 - 2019/03 Muroran Institute of TechnologyFaculty of EngineeringPostdoctoral Researcher
- 2013/10 - 2017/03 Muroran Institute of Technology大学院工学研究科 博士後期課程
- 2011/04 - 2013/03 Muroran Institute of Technology大学院工学研究科 博士前期課程
- 2006/03 - 2011/02 Seoul National University of Science and TechnologyDepartment of Computer Science and Engineering
Education
- 2013/10 - 2017/03 Muroran Institute of Technology Faculty of Engineering 生産情報システム工学系専攻
- 2011/04 - 2013/03 Muroran Institute of Technology Faculty of Engineering 情報電子工学専攻
- 2006/03 - 2011/02 Seoul National University of Science and Technology Department of Computer Science and Engineering
Association Memberships
Published Papers
- Discrimination of ECG Abnormality based on a Normal ECG Wave Model Implementing a Denoising ModelKaiji Sugimoto; Saerom Lee; Yoshifumi OkadaLecture Notes in Engineering and Computer Science Newswood Limited 2239 184 - 187 2078-0958 2019
- Linkage Pattern Mining using Interval and Order of Pattern AppearanceSaerom Lee; Kaiji Sugimoto; Yoshifumi OkadaIAENG International Journal of Computer Science Vol.46 (No.4) 691 - 698 2019 [Refereed]
- Detection and localization of myocardial infarction based on a convolutional autoencoderKaiji Sugimoto; Yudai Kon; Saerom Lee; Yoshifumi Okada(Vol.17) 123 - 131 2019 [Refereed]
- Deep learning-based detection of periodic abnormal waves in ECG dataKaiji Sugimoto; Saerom Lee; Yoshifumi OkadaLecture Notes in Engineering and Computer Science Newswood Limited 2233 35 - 39 2078-0958 2018
- Analyzing Relationship between Upper Body Poses and Emotions Using Multiple Regression AnalysisMisaki Ogawa; Saerom Lee; Yoshifumi OkadaLecture Notes in Engineering and Computer Science Newswood Limited 2227 157 - 160 2078-0958 2017
- Linkage pattern mining based on causal relationshipYusuke Okubo; Saerom Lee; Yoshifumi OkadaLecture Notes in Engineering and Computer Science Newswood Limited 1 69 - 72 2078-0958 2016
- Linkage Pattern Mining Method for Multiple Sequential Data with NoiseSaerom Lee; Takahiro Miura; Yusuke Okubo; Yoshifumi OkadaIAENG International Journal of Computer Science (Vol.4) 361 - 367 2015 [Refereed]
- A new method for improving the performance of linkage pattern miningSaerom Lee; Takahiro Miura; Yoshifumi OkadaLecture Notes in Engineering and Computer Science Newswood Limited 2209 (January) 36 - 40 2078-0958 2014
- 書評ゲーム「ビブリオバトル」導入の試み -日本語パブリックスピーキング技能育成のために-山路奈保子; 須藤秀紹; 李セロン日本語教育学会論文集 (155) 175 - 188 2013 [Refereed]
Conference Activities & Talks
- Discrimination of ECG Abnormality based on a Normal ECG Wave Model Implementing a Denoising Model [Not invited]Kaiji Sugimoto; Saerom Lee; Yoshifumi OkadaProceedings of IMECS2019 2019
- Deep Learning-based Detection of Periodic Abnormal Waves in ECG Data [Not invited]Kaiji Sugimoto; Saerom Lee; Yoshifumi OkadaProceedings of IMECS2018 2018
- Classification of Anger Emotion using Japanese Vowel [Not invited]Kaiji Sugimoto; Saerom Lee; Yoshifumi OkadaProceedings of ICBAKE2017 2017
- Detection of Abnormal ECG Waveform Based on Linkage Pattern Mining [Not invited]Saerom Lee; Kaiji Sugimoto; Yoshifumi OkadaProceedings of ICBAKE2017 2017
- Analyzing Relationship between Upper Body Poses and Emotions Using Multiple Regression Analysis [Not invited]Misaki Ogawa; Saerom Lee; Yoshifumi OkadaProceedings of IMECS2017 2017
- Investigation of the Relationship between Upper Body Poses and Emotions Using the Evaluation Grid Method [Not invited]Misaki Ogawa; Saerom Lee; Yoshifumi OkadaProceedings of SCIS&ISIS2016 2016
- Linkage Pattern Mining based on Causal Relationship [Not invited]Yusuke Okubo; Saerom Lee; Yoshifumi OkadaProceedings of IMECS2016 2016
- Performance Evaluation of Linkage Pattern Mining Method [Not invited]Saerom Lee,Yusuke Okubo; Yoshifumi OkadaProceedings of ICESS2015 2015
- A New Method for Improving the Performance of Linkage Pattern Mining [Not invited]Saerom Lee; Takahiro Miura; Yoshifumi OkadaProceedings of IMECS2014 2014
- A Study of Relationship between Foreign Language Ability and Presentation Skills [Not invited]Saerom Lee; Hidetsugu Suto; Naoko YamajiProceedings of HuCARE2011 2011
Awards & Honors
- 2018/11 生命ソフトウェア部会，感性工房部会，而立の会 優秀発表賞
Convolutional Autoencoderを用いた心電図波形モデルの構築と病気診断への応用受賞者: 杉本階嗣;李セロン;岡田吉史