OEDA Shinichi


OEDA Shinichi

J-GLOBAL         Last updated: Apr 1, 2019 at 13:32
 
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Name
OEDA Shinichi
E-mail
oedaj.kisarazu.ac.jp
Affiliation
Kisarazu National College of Technology
Section
Department of Information and Computer Engineering
Job title
Research
Degree
(BLANK)(Hiroshima City University), Doctor Engineering(Tokyo Metropolitan Institute of Technology)
Research funding number
80390417

Research Areas

 
 

Academic & Professional Experience

 
2004
   
 
- :Research Associate, Department of Information Engineering, Kisarazu National College of Technology
 

Education

 
 
 - 
2001
Graduate School, Division of Information Science, Hiroshima City University
 
 
 - 
2004
Intelligent System, Graduate School, Division of Engineering, Tokyo Metropolitan Institute of Technology
 
 
 - 
1999
Dept of Intelligent Systems, Faculty of Information Science, Hiroshima City University
 

Awards & Honors

 
Jan 2019
Excellent oral presentation award, 2019 9th International Conference on Applied Physics and Mathematics (ICAPM 2019)
 
2001
Biomedical soft computing and human sciences Best paper Award
 

Published Papers

 
Development of a Check Sheet for Code-review towards Improvement of Skill Level of Novice Programmers
Shinichi Oeda, Hajime Kosaku
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference, KES-2018   126 841-849   Sep 2018   [Refereed]
Machi Suka, Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, Jun Takezawa
Trends in Intelligent Systems and Computer Engineering   (6) 309-325   Jun 2008   [Refereed]
Knowledge Discovery and Data Mining in Medicine
Takumi Ichimura, Shinichi Oeda, Machi Suka, Akira Hara, Kenneth J. Mackin, Katsumi Yoshida
Advanced Techniques in Knowledge Discovery and Data Mining(Advanced Information and Knowledge Processing)   177-210   Jul 2005   [Refereed]
Takumi Ichimura, Shinichi Oeda, Machi Suka, Katsumi Yoshida
The Neural Computing and Applications Journal   (14) 132-148   Apr 2005   [Refereed]
Adaptive Learning Methods of Reflective Neural Networks and Immune Multi-agent Neural Networks
Takumi Ichimura, Shinichi Oeda, Machi Suka, Kenneth J. Mackin, Katsumi Yoshida
Knowledge-Based Intelligent System for Healthcare   11-49   Oct 2004   [Refereed]
Suka M, Oeda S, Ichimura T, Yoshida K, Takezawa J
Studies in health technology and informatics   107 741-745   2004   [Refereed]
OEDA SHINICHI, ICHIMURA TAKUMI, TERAUCHI MUTSUHIRO, TAKAHAMA TETSUYUKI, ISOMICHI YOSHINORI
IPSJ Journal   43(8) 2728-2738   Aug 2002
From the point of view of engineering, many researchers have been engaged in the combination of neural networks and genetic algorithms. However, their discussion has been limited to an environment of fixed training data during learning phase. In t...
Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment and its Application to Diagnostic System for Hepatobiliary Disorders (Best Paper Award)
Takumi Ichimura, Shinichi OEDA, Kenneth J. MACKIN, Toshiyuki YAMASHITA, and Katsumi YOSHIDA
Journal of the Biomedical Fuzzy Systems and Human Sciences   7 19-26   Sep 2001   [Refereed]

Misc

 
Skill Modeling using Online WNMF for Time Series Examinations
Shinichi Oeda, Taiki Ono and Daiki Shimizu
9th International Conference on Applied Physics and Mathematics (ICAPM 2019)   M0081   Jan 2019   [Refereed]
Optimization and Evaluation of Check Sheet for Programming Class by Educational Data Mining
Shinichi Oeda
The 4th International Conference on Fuzzy Systems and Data Mining (FSDM 2018)   FSDM2856   Nov 2018   [Refereed]
Dropout Prediction from Source Codes in Programming Class with Decision Tree Classification
Mutsumi Chieda, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2018)      Oct 2018
Optimization of Initial Weights to Enhance Learning Effect of CNN using Concept Learning
Taisei Takahashi, Yuya Hata, Taisei Ishii, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2018)      Oct 2018
Comparison between PCA and t-SNE for Intrinsic and Extrinsic Motivation of English Learners in Elementary and Junior High School
Naoki Tomita, Benjamin Maynard, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2018)      Oct 2018
Skill Extraction from Time Series Data with Missing Values by NMF
Taiki Ono, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2018)      Oct 2018
Student Performance Estimation using Convex Factorization Machines
Hikaru Yamashita, Shinichi Oeda
   Oct 2018
Finding Keywords of Tweets about Localized Torrential Rainfall by Bursty Events Detection
Atsuto Inage, Takuya Fujita, Shinichi Oeda, Tsuyoshi Nakatani
International Workshop on Effective Engineering Education (IWEEE2018)      Oct 2018
Identification of Localized Torrential Rainfall Time using Twitter by Bursty Events Detection
   Oct 2018
Home-visit Nursing Care Support System by CNN with Ensemble Learning
Yuya Hata, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2017)      Dec 2017
Handwriting Recognition with CNN for Home-Visit Nursing Care Support System using Data integration
Issei Komori and Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2017)      Dec 2017
Auto labeling toward Twitter data for classification of localized heavy rain
Takuya Fujita, Shinichi Oeda and Tsuyoshi Nakatani
International Workshop on Effective Engineering Education (IWEEE2017)      Dec 2017
Hierarchization of skill for Recommendation of question items using NMF
Taiki Ono, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2017)      Dec 2017
Student skill modeling using Factorization Machines
Hikaru Yamashita, Shinichi Oeda
International Workshop on Effective Engineering Education (IWEEE2017)      Dec 2017
Shinichi OEDA
The 3rd International Conference on Fuzzy Systems and Data Mining (FSDM2017)   FSDM2335   Nov 2017   [Refereed][Invited]
Shinichi Oeda
The 21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2017)   112 614-621   Sep 2017   [Refereed]
Shinichi Oeda, Kouta Asai
Second International Workshop on Educational Knowledge Management (EKM 2016)      Nov 2016   [Refereed]
Minimal size digital signage board for class room using IoT
Hikaru Yamashita, Shinichi Oeda
Second International Workshop on Effective Engineering Education (IWEEE)      Jul 2016
Sub-Optimization of connection weights in deep neural network by concept learning
Issei Komori, Shinichi Oeda
Second International Workshop on Effective Engineering Education (IWEEE)      Jul 2016
Evaluation of question difficulty in check sheet for peer review
Hajime Kosaku and OEDA Shinichi
Second International Workshop on Effective Engineering Education (IWEEE)      Jul 2016
Estimation of programming skill from command history using Random Forest
Mariko Seino, Shinichi Oeda
Second International Workshop on Effective Engineering Education (IWEEE)      Jul 2016
Proposal of educational support system for checking state of students
Genki Hashimoto, Shinichi Oeda
Second International Workshop on Effective Engineering Education (IWEEE)      Jul 2016
Yu Ito, Shinichi Oeda, Kenji Yamanishi
Proceedings of SIAM International Conference on Data Mining   720-728   May 2016   [Refereed]
Shinichi Oeda, Yu Ito, Kenji Yamanishi
EDM2014 (The 7th International Conference on Educational Data Mining)      Jul 2014   [Refereed]
Shinichi Oeda, Kenji Yamanishi
EDM2013(The Sixth International Conference on Educational Data Mining)      Jul 2013   [Refereed]
天野恵理子, 大枝真一
情報処理学会全国大会講演論文集   75th(4) 4.689-4.690   Mar 2013
Saito Yasuyuki, Kurimoto Ikusaburou, Oeda Shinnichi, Shiraki Atsushi, Sekiguchi Masayoshi
Japanese colleges of technology education journal   (36) 697-702   Mar 2013
This paper shows an education program of information engineering for short-term foreign students from Thailand inDepartment of Information Engineering of
加藤雄大, 大枝真一
情報処理学会全国大会講演論文集   74th(4) 4.969-4.970   Mar 2012
岡本保, 高橋邦夫, 大枝真一, 大澤寛, 小林智, 吉屋重和, 原田誠, 朝倉健二, 湯澤友洋, 石井弘允
照明学会全国大会講演論文集(CD-ROM)   45th ROMBUNNO.9-17   2012
岡本保, 高橋邦夫, 大枝真一, 大澤寛, 小林智, 吉野広孝, 原田誠, 朝倉健二, 湯澤友洋, 石井弘允
照明学会全国大会講演論文集   44th 213   Sep 2011
加藤雄大, 大枝真一
情報処理学会全国大会講演論文集   73rd(4) 4.737-4.738   Mar 2011
茂木良平, 大枝真一
情報処理学会全国大会講演論文集   73rd(4) 4.479-4.480   Mar 2011
齋藤智輝, 大枝真一
情報処理学会全国大会講演論文集   73rd(2) 2.205-2.206   Mar 2011
角秀夫, 大枝真一
情報処理学会全国大会講演論文集   73rd(2) 2.127-2.128   Mar 2011
神田陽平, 村田和貴, 吉野薫, 高玉篤志, 岡本保, 高橋邦夫, 大澤寛, 大枝真一, 小林智, 茂庭雅弘, 松崎洋, 吉野広孝, 原田誠, 朝倉健二, 石井弘允
照明学会全国大会講演論文集   43rd 170   Sep 2010
吉野薫, 神田陽平, 村田和貴, 高玉篤志, 岡本保, 高橋邦夫, 大澤寛, 大枝真一, 小林智, 茂庭雅弘, 松崎洋, 吉野広孝, 原田誠, 朝倉健二, 石井弘允
照明学会全国大会講演論文集   43rd 169   Sep 2010
Aoki Hideto, Oeda Shinichi
第72回平成22年(2) 2-235   Mar 2010
Urano Shohei, Oeda Shinnichi
第72回平成22年(2) 2-261   Mar 2010
Koyama Tatsuya, Oeda Shinichi
第71回平成21年(2) 2-135   Mar 2009
TAKAHASHI Kunio, OKAMOTO Tamotsu, OHSAWA Hiroshi, OEDA Shinich, KOBAYASHI Satoshi, YOSHINO Hirotaka, ASAKURA Kenji, ISHII Hiromitsu
2009(1) 101-106   Feb 2009
OEDA Shinichi, SAITOU Yasuyuki, AOYAGI Hiroaki, KURAMOCHI Kenji
The Bulletin of Kisarazu National College of Technology   42 13-16   Jan 2009
This paper shows the computer system for education at Department of Information and Computer Engineering. This system adopts the Linux OS and has been working since 2001. Moreover this system renewed at April 2007. Since NIS server and NFS server ...
KAWASAKI Naoki, OEDA Shinichi
Journal of the Japan Association for College of Technology   13(2) 49-54   May 2008
It has become possible to solve classification problems by using the neural network. Neural network calculates direct problems about the output data from the input data. On the other hand, there are some cases it is necessary to solve inverse prob...
Nishijima Yuki, Oeda Shinichi, Zhane Zhong
第70回平成20年(2) 2-279   Mar 2008
NAKADA Mitsuhiro, OEDA Shinichi
第70回平成20年(2) 2-295   Mar 2008
Koyama Tatsuya, Oeda Shinichi
第70回平成20年(2) 2-297   Mar 2008
OEDA Shinichi, SUZUKI Yukari
Proceedings of the IEICE General Conference   2006年_情報・システム(2)    Mar 2006
SAITO Yasuyuki, WASAKI Hiroyuki, MARUYAMA Masao, YONEMURA Keiichi, OEDA Shinichi, AOYAGI Hiroaki, KURAMOCHI Kenji
The Bulletin of Kisarazu National College of Technology   39 15-20   Jan 2006
This paper shows an open lecture "Introduction to Linux". Linus B. Torvalds first developed the Linux kernel when he was a university student. There are various Linux systems with many applications, which are called distributions, and now everyone...
SAITOU Yasuyuki, WADA Shuuhei, MARUYAMA Masao, WASAKI Hiroyuki, YONEMURA Keiichi, OEDA Shinichi, AOYAGI Hiroaki, KURAMOCHI Kenji
The Bulletin of Kisarazu National College of Technology   38 29-35   Jan 2005
This paper shows the computer system for education at Department of Information and Computer Engineering. This system adopts the Linux OS. Moreover client machines are based on the diskless system. All users can use the same software environment o...
Takumi Ichimura, Shinichi Oeda, Machi Suka, Akira Hara, Kenneth J. Mackin, and Katsumi Yoshida, "Knowledge Discovery and Data Mining in Medicine" In "Advanced Techniques in Knowledge Discovery and Data Mining "
Pal, Nikhil; Jain, Lakhmi C. Eds., Springer      2005
(to appear in 2005)
Takumi Ichimura, Shinichi Oeda, Machi Suka, Kenneth J. Mackin, Katsumi Yoshida, "Adaptive Learning Methods of Reflective Neural Networks and Immune Multi-agent Neural Networks" In "Knowledge-Based Intelligent System for Healthcare" ・・・
Advanced Knowledge International   pp.11-49    2004
Takumi Ichimura, Shinichi Oeda, Machi Suka, Kenneth J. Mackin, Katsumi Yoshida, "Adaptive Learning Methods of Reflective Neural Networks and Immune Multi-agent Neural Networks" In "Knowledge-Based Intelligent System for Healthcare" T.Ichimura and ...
Takumi Ichimura, Shinichi Oeda, Machi Suka, Katsumi Yoshida, "A learning method of immune multi-agent neural networks"
the Neural Computing and Applications Journal      2004
(to appear in 2004)
Machi Suka, Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, J,Takezawa, "Comparison of Proportional Hazard Model and Neural Network Models in a real data set of ICU patients"
MEDINFO2004(the World Congress on Medical Informatics)   pp.741-745    2004
Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, "Immune Multi Agent Neural Network and Its Application to Coronary Heart Disease Database"
Proc. of the 8th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2004)   Vol.2, pp.1097-1105    2004
OEDA Shinichi, ICHIMURA Takumi, YAMASHITA Toshiyuki
IEICE technical report. Neurocomputing   102(729) 43-48   Mar 2003
Both immune system and neural network are complex biological systems. These systems are capable of learning, memory, and pattern recognition. Many classification algorithms have been developed in a field of the information processing. In this pape...
Takumi Ichimura, Shinichi Oeda, Machi Suka, and Katsumi Yoshida, "A Classification Capability of Reflective Neural Networks in Medical Databases"
Proc. of the 7th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2003)   Vol.2, pp.373-379    2003
Takumi Ichimura, Shinichi Oeda, and Katsumi Yoshida, "A Classification Method of Medical Database by Immune Multi Agent Neural Networks with Planar Lattice Architecture"
Proc. of the 7th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2003)   Vol.2, pp.380-387    2003
Shinichi Oeda, Takumi Ichimura, Toshiyuki Yamashita and Katsumi Yoshida, "A proposal of immune multi agents neural networks and its application to medical diagnostic system for Hepatobiliary Disorders"
Proc. of the 7th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2003)   Vol.2, pp.526-532    2003
Takumi Ichimura, Shinichi Oeda, and Toshiyuki Yamashita, "Construction of Emotional Space from Facial Expression by Parallel Sand Glass Type Neural Networks"
Proc. of IEEE Intl. Joint Conf. on Neural Networks(WCCI-IJCNN-2002)   Vol.3, pp.2422-2427    2002
Shinichi Oeda, Takumi Ichimura, and Toshiyuki Yamashita, "Biological immune system by evolutionary adaptive learning of neural networks"
Proc. of IEEE Intl. Conf. on Evolutionaly Computation(WCCI-IECE-2002)   Vol.2, pp.1976-1981    2002
Shinichi Oeda, Takumi Ichimura, Toshiyuki Yamashita, and Katsumi Yoshida, "A synthesis of immune system model with Darwinian hereditary neural network"
Proc. of the 6th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2002)   Vol.1, pp.723-727    2002
OEDA Shinichi, ICHIMURA Takumi, YAMASHITA Toshiyuki, YOSHIDA Katsumi
17 61-64   Sep 2001
An adaptive Evolutional Neuro Learning Method using Genetic Search and Extraction of Rules from Trained Networks(共著)
Proc. of CEC 2001   1343-1350   2001
An Emotional Interface with Facial Expression by Sand Glass Type Neural Network and Emotion Generating Calculations Method(共著)
Proc. of The International Symposium on Measurement, Analysis and Modeling of Human Functions   275-280   2001
Synthesis of adaptive structure learning based on evolutionary theory by Neural Networks(共著)
17th Fuzzy System Symposium   65-68   2001
Biological Immune system by evolutionary adaptive learning of Neural Networks(共著)
17th Fuzzy System Symposium   61-64   2001
Takumi Ichimura, Shinichi OEDA, Kenneth J. MACKIN, Toshiyuki YAMASHITA, and Katsumi YOSHIDA, "Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment and its Application to Diagnostic System for Hepatobiliary Dis・・・
Journal of the Biomedical Fuzzy Systems and Human Sciences   Vol.7, pp.19-26    2001
Takumi Ichimura, Shinichi OEDA, Kenneth J. MACKIN, Toshiyuki YAMASHITA, and Katsumi YOSHIDA, "Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment and its Application to Diagnostic System for Hepatobiliary Dis...
Takumi Ichimura, Shinichi OEDA, Katsumi YOSHIDA, "An adaptive Evolutional Neuro Learning Method using Genetic Search and Extraction of Rules from Trained Networks"
Proc. of the IEEE Conf. on Evolutionary Computation, ICEC2001   pp.1343-1350    2001
Shinichi OEDA, Takumi Ichimura, Mutsuhiro TERAUCHI, Tetsuyuki TAKAHAMA, Yoshinori ISOMICHI, "Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment"
Proc. of the International Joint Conference on Neural Networks(IJCNN2001)   pp.2235-2240    2001
Takumi Ichimura, Kazuya MERA, Hitoshi ISHIDA, Shinichi OEDA, Akihiro SUGIHARA, Toshiyuki YAMASHITA,"An Emotional Interface with Facial Expression by Sand Glass Type Neural Network and Emotion Generating Calculations Method"
Proc. of The International Symposium on Measurement, Analysis and Modeling of Human Functions   pp.275-280    2001
Adaptive Evolutional Learning Method of Neural Networks using Genetic Algorithms under Dynamic Environments(共著)
Proc. of knowledge-Based Intelligent Engineering Systems & Allied Technologies(KES'2000)   2 742-745   2000
Adaptive Structural Learning Method of Neural Networks using Genetic Algorithms under Dynamic Environments(共著)
61th Information Processing Society of Japan Symposium   2 55-56   2000
Shinichi Oeda, Takumi Ichimura, Mutsuhiro Terauchi, Tetsuyuki Takahama and Yoshinori Isomichi, "Adaptive evolutional learning method of Neural Networks using Genetic Algorithms in dynamic environment"
Proc. of Fourth International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2000)   Vol.2, pp.742-745    2000
Darwinian Inheritance Genetic Learning Method of Neural Networks Under Daynamic Environment and its Application to Diagnostic System for Hepatobiliary Disorders(共著)
Journal of the Biomedical Fuzzy Systems Association   7 
Approach to emotion oriented intelligent system by parallel sand glass type neural networks and emotion generating calculations(共著)
Human Interface Society   
Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment(共著)
Proc. of IJCNN 2001   

Conference Activities & Talks

 
Extracting Latent Skills from Time-evolving Examination Results [Invited]
OEDA Shinichi
20 Aug 2015   

Research Grants & Projects

 
Immune System
Project Year: 2001 - 2011
Ministry of Education, Culture, Sports, Science and Technology: Grants-in-Aid for Scientific Research(若手研究(B))
Project Year: 2007 - 2009    Investigator(s): Shinichi OEDA
In this research, we optimized the sandglass type neural network by the evolutional structural adaptive learning algorithm with GA or IA. As a result, we succeeded in the search of the initial connection weight in neural network. A convergence spe...
Neural Network
Project Year: 1999 - 2009
Study on Immune system model and its application