Kagawa University   Faculty of Engineering

2000 - 2006

土木学会

MOPGP

MCDM

Determination of Reinforcement Degrees Based on Natural Conditions in Infrastructure Construction Using Recurrent Neural Networks Reviewed

K. Tatsumi, H. Miyahara, Y.B. Yun

Proceedings of the 23rd Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty   pp.15-16   2023.9

Proposal of Efficiency Evaluation Method in Generalized Data Envelopment Analysis Reviewed

YUN Yeboon

2F3-2 pp.626-629   2023.9

Application of Convolution Neural Networks to Genetic Algorithms for Solving Constrained Optimization Problems Reviewed

K.Fujita, Y.B.Yun

2F3-1   pp.622 - pp.625   2023.9

機械学習によるNATMトンネルにおける支保パターン判定 Reviewed

K. D. Halim, 長江 謙吾, 尹 禮分, 楠見 晴重, 西尾 彰宣

第 49 回岩盤力学に関するシンポジウム講演集   pp.121-126   2023.1

深層学習による NATM トンネル切羽面の岩盤評価 Reviewed

中田真成, 梶山くるみ, 楠見晴重, 尹禮分, 西尾彰宣

第 49 回岩盤力学に関するシンポジウム講演集   pp.127-132   2023.1

Development of Fitness and Interactive Decision Making in Multi-Objective Optimization Reviewed

Y.B. Yun, D. J. Park, M. Yoon

Journal of Korean Society of Industrial and Systems Engineering   Vol. 45, No. 4 pp.109-117   2022.12

人口社会モデルによる都市部の各種交通政策導入効果の検討

井ノ口 弘昭, 秋山 孝正, 尹 禮分

第３８回ファジィシシテムシンポジウム講演論文集   pp.167-170   2022.9

Determination of Reinforcement Degrees in Constructing Large-scale Structures by using Multiclass Support Vector Machines Reviewed

K. Tatsumi, S. Tsujioka, R. Masui, Y. Kusunoki, Y.B. Yun

Knowledge-Based Systems   Vol.249 pp.1-11   108807 - 108807   2022.8

緊急救命避難支援システムのための疎構造学習を用いた災害時行動状態の特徴分析 Reviewed

尹 禮分, 和田 友孝

信学技報   vol.122 No.142 pp.16-21   2022.7

Evaluation of NATM Tunnrl Cutting Face in Japan Using Machine Learning Reviewed

K.D.Halim, Y.B.Yun, H.Kusumi

ARMA   22-0344   2022.6

機械学習を用いた災害時における行動状態の変化検知に関する検討 Reviewed

尹 禮分, 和田 友孝

第26回関西大学先端科学技術シンポジウム   pp.86-89   2022.1

機械学習による暑さ指数（WBGT）の予測に関する検討 Reviewed

路 暢, 尹 禮分, 尹 敏

第26回関西大学先端科学技術シンポジウム   pp.46-49   2022.1

Convolutional Neural Network を用いたトンネル切羽面の岩盤亀裂評価への適用性に関する研究 Reviewed

榎並 大希, 尹 禮分, 西尾 彰宣, 楠見 晴重

第 48 回岩盤力学に関するシンポジウム講演集   p.214-218   2022.1

Meta-Learning of RBF Networks in Sequential Approximate Optimization Reviewed

Y.B. Yun, M.Yoon

Journal of Nonlinear and Convex Analysis   Vol.22 pp.1-16   2021.12

自然状況を考慮したSVMによる大型構造物の補強度合判定 Reviewed

増井 遼太, 巽 啓司, 楠木 祥文, 尹 禮分

第64回自動制御連合講演会   pp.172-175   2021.11

機械学習による揚水に伴う水源揚水井の地下水運転水位の将来予測に関する研究 Reviewed

平川 将寛, 尹 禮分, 楠見 晴重

Kansai Geo Symposium 2021 ―地下水地盤環境・防災・計測技術に関するシンポジウム―   pp.213-217   2021.11

Multiclass Support Vector Machines for Determination of Reinforcement Degree in Constructing Large-scale Structures Based on Data Characteristics Reviewed

K. Tatsumi, R.Masui, S. Tsujioka, Y.Kusunoki, Y.B. Yun

2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)   pp.1513-1518   2021.10

Application of Machine Learning to the Prediction of WBGT

Chang Lu, Yeboon Yun, Min Yoon

2021 60th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2021   3 - 8   2021.9

On Selecting Hyper-Parameters In RBF Network Reviewed

Y.B.Yun, S. Yoshida, M. Yoon

Yokohama Publishers   pp.1-16   2021.5

Proposal of Meta-Learning in Support Vector Machines Reviewed

Y.B. Yun, M.Yoon

JOURNAL OF THE KOREAN DATA ANALYSIS SOCIETY   VOLUME 23NUMBER 1   2021.2

地震被害リスクを考慮した対策優先トンネルの選定 Reviewed

浦川佳樹, 林久資, 尹禮分, 進士正人

トンネル工学報告集第30巻   Ⅰ-29(7pages)   2020.11

A Confirmatory Factor Analysis for Quality Competitiveness Excellence Company Evaluation Indicators Reviewed

D. J. Park, Y.B. Yun, M. Yoon

Journal of Society of Korea Industrial and Systems Engineering   Vol.43 No.3 pp.101-111   2020.9

機械学習によるトンネル切羽面の岩盤評価と支保設計への適用性に関する研究 Reviewed

榎並大希, 金子元紀, 尹禮分, 楠見晴重, 西尾彰宣

令和2年度土木学会全国大会第75回年次学術講演会講演概要集   Ⅲ-239(2pages)   2020.9

NATMにおける機械学習による支保パターン決定に関する研究 Reviewed

金子元紀, 榎並大希, 尹禮分, 楠見晴重, 西尾彰宣

第47回岩盤力学に関するシンポジウム講演集   pp.57-61   2020.1

グラフィカルラッソの糖尿病診断への適用性に関する検証 Reviewed

金ヨンキョン, 尹禮分, M. Yoon, 中山弘隆

第60回土木計画学研究発表会講演集   Vol.60,No.42-5, pp.1-4   2019.12

データ構造を考慮した多クラスSupport Vector Machine Reviewed

辻岡竣祐, 巽啓司, 楠木祥文, 尹禮分

第62回自動制御連合講演会論文集   NO.2M1-01(5 pages)   2019.11

機械学習によるトンネル切羽の岩盤判定と支保パターン決定に関する研究 Reviewed

金子元紀, 楠見晴重, 尹禮分, 西尾彰宣

地下水地盤環境・防災・計測技術に関するシンポジウム 論文集   pp.227-232   2019.11

Meta-Learning of Selecting Optimal Hyperparameters for RBF Networks Reviewed

S.Yoshida, Y.B. Yun, H. Nakayama, M.Yoon

第62回自動制御連合講演会論文集   2M1-02(2 pages)   2019.11

Design for Support Patterns of NATM Tunnel using Machine Learning Reviewed

Y.B. Yun, G.Kaneko, H.Kusumi, A.Nishio, T.Kurotani

ICITG 2019: Information Technology in Geo-Engineering，Springer   pp.376-382   2019.9

A Characteristic Analysis for Quality Competitiveness Excellent Company Reviewed

D.J.Park, Y.B. Yun, I.S. Kang

Journal Society Korea Industrial and Systems Engineering   Vol.42,No.3,pp.95-108   2019.9

機械学習によるトンネル切羽の岩盤判定と支保パターン決定に関する研究 Reviewed

金子元紀, 楠見晴重, 尹禮分, 西尾彰宣

令和元年度土木学会全国大会第74回年次学術講演会論文集   VI-385(2 pages)   2019.9

エージェントモデルを用いた地方都市における環境未来都市の形成過程に関する考察 Reviewed

井ノ口弘昭, 秋山孝正, 尹禮分

知能と情報・日本知能情報ファジィ学会誌   Vol.31, No,6,pp.501-512   2019.6

機械学習を用いた多目的モデル予測制御 Reviewed

尹禮分, 中山弘隆, 尹敏

第61回自動制御連合講演会論文集   pp.1337-1340   2018.11

Multi-Objective Model Predictive Control Reviewed

Y.B. Yun, H. Nakayama, M.Yoon

Proceedings of 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems   pp.304-308   2018.11

下水道管渠維持管理問題へグラフィカルラッソの適用に関する検討 Reviewed

尹禮分, 中山弘隆, 尹敏

第 34 回ファジィシステムシンポジウム講演論文集   pp.159-162   2018.9

Intelligent multi-objective model predictive control applied to steam turbine start-up Reviewed

Masakazu Shirakawa, Yeboon Yun, Masao Arakawa

Journal of Advanced Mechanical Design, Systems and Manufacturing   Vol.12,No.1,pp.1-19 ( 1 )   2018.1

Ensembled Support Vector Machines for Meta-Modeling Reviewed

Y.B. Yun, H.Nakayama

Communications in Computer and Information Science: Knowledge and Systems Sciences，Springer，   Vol.660, pp. 203-212   2016.11

Generation of Pareto Optimal Solutions Using Generalized GDEA and PSO Reviewed

Y.B. Yun, H. Nakayama, M. Yoon

Journal of Global Optimization   Vol.64,No.1,pp. 49-61   2016.1

Generation of Pareto Optimal Solutions Using Generalized DEA and PSO Reviewed

Y.B.Yun, H.Nakayama

Journal of Global Optimization・DOI 10.1007/ s10898-015-0314-3 (published online)   13 pages   2015.6

Effective learning method for tuning parameters in SVM Reviewed

Y.B.Yun, H.Nakayama

The 9th International Symposium in Science and Technology   129-132頁   2014.8

需要予測の不確実性を考慮したロバスト運転計画

西口純也, 黒崎淳, 綛田長生, 北山哲士, 荒川雅生, 中山弘隆, 尹禮分

システム制御情報学会誌   Vol.27, No.5, 200-206頁   2014.5

Utilizing expected improvement and generalized data envelopment analysis in multi-objective genetic algorithms

Yeboon Yun, Hirotaka Nakayama

JOURNAL OF GLOBAL OPTIMIZATION   57 ( 2 )   367 - 384   2013.10

Utilizing expected improvement and generalized data envelopment analysis in multi-objective genetic algorithms

Y.B.Yun, H.Nakayama

Journal of Global Optimization   Vol.57, Issue2, 367-384頁   2013.10

Generating of Pareto frontiers using machine learning

Y.B.Yun, N.Y.Jung, M.Yoon

Journal of Korean Data and Information Science Society   Vol.24, No.3, 495-504頁   2013.5

Multicriteria Decision Aid and Artificial Intelligence: Links, Theory, and Applications Reviewed

Y.B.Yun, H.Nakayama

John Wiley & Sons   209-234頁(edited by Doumpos and Grigoroudis)   2013.4

Comparison of customer classification performance using machine learning Reviewed

J.G.Eom, H.S.Seo, Y.B.Yun, M.Yoon

Journal of the Korean Data Analysis Society   Vol.14,No.5(B),2441-2450頁   2012.10

期待改善量と一般化包絡分析法を用いたパレート最適解の生成法 Reviewed

尹禮分, 中山弘隆

システム制御情報学会論文誌   Vol.25,No.8,189-195頁   2012.8

Prediction of bankruptcy data by machine learning techniques Reviewed

D.J.Park, Y.B.Yun, M.Yoon

Korean Data and Information Science Society   Vol.23,No.3,569 -577頁   2012.5

Optimal inventory control for deteriorative goods considering delays of deliveries Reviewed

Y.B.Yun, S.Osako, T.Nakai

Journal of Information and Optimization Sciences   Vol. 33,No. 1,103-114頁   2012.1

Game theoretical approaches concerning R&D Reviewed

Y.B.Yun, Y.Hisata, T.Nakai

Journal of Information and Optimization Sciences   Vol. 33,No. 1,115-133頁   2012.1

一般化包絡分析法を用いた多目的PSO法 Reviewed

尹禮分, 中山弘隆

システム制御情報学会論文誌   Vol.23,No.9   2010.9

ロジスティック回帰モデルを用いた災害発生危険度の活用に関する研究 Reviewed

篠崎嗣浩, 芦田悠輔, 朴東俊, 尹敏, 尹禮分, 大石博之, 古川浩平

砂防学会誌   Vol.63・No.1・14-21項   2010.5

Multi-objective model predictive control

H.Nakayama, Y.B.Yun, M.Shirakawa

MCDM for Sustainable Energy and Transportation Systems   Vol.634・277-288頁   2010.1

局地的な集中豪雨に対応した逐次更新型の降雨時列車運行規制基準に関する研究 Reviewed

三輪一弘, 荒木義則, 竹本大昭, 清家礼雄, 尹禮分, 中山弘隆, 古川浩平

土木学会論文集F   Vol.65, No.4・485-494頁   2009.11

Multi-objective optimization based on meta-modeling by using support vector regression

Yeboon Yun, Min Yoon, Hirotaka Nakayama

OPTIMIZATION AND ENGINEERING   10 ( 2 )   167 - 181   2009.6

Practical Approach to Outlier Detection Using Support Vector Regression

Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun

ADVANCES IN NEURO-INFORMATION PROCESSING, PT I   5506   995 - +   2009

計算知能を用いた逐次近似多目的最適化手法

尹禮分, 中山弘隆, 尹敏

計測自動制御学会論文集   Vol.43,No.8・672-678頁   2007.8

事業優先順位設定手法の適用事例

佐藤丈晴, 尹禮分, 古川浩平

日本地すべり学会誌   Vol.44,No.1・46-49頁   2007.5

サポートベクターマシンによる対策工効果を考慮した土石流危険渓流の危険度評価

大石博之, 尹禮分, 中山弘隆, 古川浩平

砂防学会誌   Vol.60・No.1・3-10頁   2007.5

OLDFとSVMの比較研究－種々のデータによるSVMとの比較－ Reviewed

新村秀一 尹禮分

成蹊大学経済学部論集   Vol.37・No.2・89-119頁   2007.3

サポートベクターマシンによる対策工効果を考慮した斜面災害危険度の設定

大石博之, 小林央宜, 尹禮分, 田中浩一, 中山弘隆, 古川浩平

土木学会論文集   Vol.63・No.1・107-118頁   2007.1

Sequential approximation method in multi-objective optimization using aspiration level approach

Yeboon Yun, Hirotaka Nakayama, Min Yoon

EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS   4403   317 - +   2007

MOP/GP models for machine learning

H Nakayama, YB Yun, T Asada, M Yoon

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   166 ( 3 )   756 - 768   2005.11

Genetic algorithm for multi-objective optimization using GDEA Reviewed

Y.B.Yun, M.Yoon, H.Nakayama

Advances in Natural Computation   Part III,Vol.3612・409-416頁   2005.9

Multiple criteria decision making with generalized DEA and an aspiration level method Reviewed

Y.B.Yun, H.Nakayama, M.Arakawa

European Journal of Operational Research   Vol.15・No.3・697-706頁   2004.11

Pattern classification by goal programming and support vector machines

T.Asada, Y.B.Yun, H.Nakayama, T.Tanino

Computational Management Sciences   Vol.1・No.3・211-230頁   2004.10

A generalized model for data envelopment analysis Reviewed

Y.B.Yun, H.Nakayama, T.Tanino

European Journal of Operational Research   Vol.157,No.1・87-105頁   2004.8

Total margin algorithms in support vector machines Reviewed

M.Yoon, Y.B.Yun, H.Nakayama

IEICE Transactions on Information and Systems   Vol.E87・No.5・1223-1230頁   2004.5

Prediction of business failure by total margin support vector machines

Y Yun, M Yoon, H Nakayama, W Shiraki

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS   3213   441 - 448   2004

Goal programming approaches to support vector machines

H.Nakayama, Y.B.Yun, T.Asada, M.Yoon

Knowledge-Based Intelligent Information and Engineering Systems   Part I,Vol.2773・356-363頁   2003.10

A soft margin algorithm controlling tolerance directly

M.Yoon, H.Nakayama, Y.B.Yun

Multi-Objective Programming and Goal Programming: Theory and Applications   Vol.21・281-288頁   2003.7

Support Vector Machines Controlling Noise Influence Directly

YOON Min, NAKAYAMA Hirotaka, YUN Yeboon

Vol.39・No.1・82-84頁 ( 1 )   82 - 84   2003.1

Dual approach to generalized data envelopment analysis based on production possibility Reviewed

Y.B.Yun, H.Nakayama, T.Tanino

Multi-Objective Programming and Goal Programming：Recent Developments   Vol.12・196-205頁   2002.3

Generation of efficient frontiers in multi-objective optimization problems by generalized data envelopment analysis Reviewed

Y.B.Yun, H.Nakayama, T.Tanino, M.Arakawa

European Journal of Operational Research   Vol.129・No.3・586-595頁   2001.3

一般化包絡分析法への双対アプローチ Reviewed

尹禮分, 中山弘隆, 谷野哲三

計測自動制御学会論文集   Vol.36・No.9・804-809頁   2000.9

On efficiency of data envelopment analysis

Y.B.Yun, H.Nakayama, T.Tanino

Research and Practice in Multiple Criteria Decision Making   Vol.487・208-217頁   2000.6

一般化包絡分析法と遺伝アルゴリズムによる多目的最適化の一手法 Reviewed

尹禮分, 中山弘隆, 谷野哲三, 荒川雅生

システム制御情報学会論文誌   Vol.13,No.4・179-185頁   2000.4

包絡分析法(DEA)モデルの一般化 Reviewed

尹禮分, 中山弘隆, 谷野哲三

計測自動制御学会論文集   Vol.35・No.8・1813-1818頁   1999.8

Multi objective symmetric duality with cone constraints

D.S. Kim, Y.B.Yun

1998.6

Second-order symmetric and self duality in multiobjective programming

DS Kim, YB Yun, H Kuk

APPLIED MATHEMATICS LETTERS   10 ( 2 )   17 - 22   1997.3

多目的最適化と工学設計 －しなやかシステム工学アプローチ－ Reviewed

中山弘隆, 岡部達哉, 荒川雅生, 尹 禮分（ Role： Joint author）

現代図書  2007.12 

多目的最適化と工学設計

現代図書  2007 

多目的最適化と工学設計

現代図書  2007 

Multi-Objective Machine Learning：Studies in Computational Intelligence Reviewed

H.Nakayama, Y.B.Yun（ Role： Joint author）

Springer  2006.3 

Multiple Criteria Optimization －State of the Art Annotated Bibliographic Surveys－ Reviewed

H.Nakayama, M.Arakawa, Y.B.Yun（ Role： Joint author）

Kluwer  2002.6 

New Frontiers of Decision Making for the Information Technology Era Reviewed

H.Nakayama, T.Tanino, Y.B.Yun（ Role： Joint author）

World Scientific Publishing Co. Pte. Ltd.  2000.5 

Sequential Approximate Multiobjective Optimization Using Computational Intelligence

Springer 

Multi-objective Model Predictive Optimization using Computational Intelligence

Hirotaka Nakayama, Yeboon Yun

Artifical Intelligence in Theory and Practice II   1   319 - 328   2008

計算知能を用いた逐次近似多目的最適化手法 Reviewed

Yeboon Yun, 中山 弘隆, 尹 敏

計測自動制御学会論文集   Vol.43,No.8・672-678頁 ( 8 )   672 - 678   2007.8

Sequential Approximation Method in Multi-objective Optimization by Using Computational Intelligence Reviewed

YUN Yeboon, NAKAYAMA Hirotaka, YOON Min

Transactions of the Society of Instrument and Control Engineers   Vol.43,No.8・672-678頁 ( 8 )   672 - 678   2007.8

A case of the priority level method Reviewed

SATO Takeharu, YUN Yeboon, FURUKAWA Kohei

Landslides   Vol.44,No.1・46-49頁 ( 1 )   46 - 49   2007.5

事業優先順位設定手法の適用事例 Reviewed

佐藤丈晴, 尹禮分, 古川浩平

日本地すべり学会誌   Vol.44,No.1・46-49頁 ( 1 )   46 - 49   2007.5

サポートベクターマシンによる対策工効果を考慮した土石流危険渓流の危険度評価 Reviewed

大石博之, 尹禮分, 中山弘隆, 古川浩平

砂防学会誌   Vol.60・No.1・3-10頁 ( 1 )   3 - 10   2007.5

サポートベクターマシンによる対策工効果を考慮した土石流危険渓流の危険度評価 Reviewed

大石博之, 尹禮分, 中山弘隆, 古川浩平

砂防学会誌   Vol.60・No.1・3-10頁 ( 1 )   3 - 10   2007.5

サポートベクターマシンによる対策工効果を考慮した斜面災害危険度の設定 Reviewed

大石博之, 小林央宜, 尹禮分, 田中浩一, 中山弘隆, 古川浩平

土木学会論文集   Vol.63・No.1・107-118頁 ( 1 )   107 - 118   2007.1

EVALUATION OF THE DANGER OF SLOPES IN VIEW OF THE EFFECT VALUE OF MEASURE CONSTRUCTIONS USING SUPPORT VECTOR MACHINE Reviewed

OISHI Hiroyuki, KOBAYASHI Hiroki, YUN Yeboon, TANAKA Hirokazu, NAKAYAMA Hirotaka, FURUKAWA Kohei

Journal of Japan Society of Civil Engineers, Ser. F1 (Tunnel Engineering)   Vol.63・No.1・107-118頁 ( 1 )   107 - 118   2007.1

Multi-Objective Optimization Based on Meta-Modeling by Using Support Vector Machine

Yeboon Yun, Min Yoon, Hirotaka Nakayama

Proceedings of The 7th International Conference on Optimization:Techniques and Applications   2007

Multi-Objective Optimization Based on Meta-Modeling by Using Support Vector Machine

Yeboon Yun, Min Yoon, Hirotaka Nakayama

Proceedings of The 7th International Conference on Optimization:Techniques and Applications   2007

客観的斜面崩壊危険度評価を用いた事業優先順位設定手法の応用事例

佐藤丈晴, 尹禮分, 古川浩平

第46回日本地すべり学会研究発表会講演集   345 - 348   2007

Sequential Approximation Method in Multi-Objective Optimization using Aspiration Level Approach

Yeboon Yun, Hirotaka Nakayama, Min Yoon

Lecture Notes in Computer science   LNCS 4403   317 - 329   2007

Sequential Approximation Method in Multi-Objective Optimization using Aspiration Level Approach

Yeboon Yun, Hirotaka Nakayama, Min Yoon

Lecture Notes in Computer science   LNCS 4403   317 - 329   2007

Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence

Hirotaka nakayama, Yeboon Yun, Min Yoon

Proceedings of First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making   2007

Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence

Hirotaka nakayama, Yeboon Yun, Min Yoon

Proceedings of First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making   2007

客観的斜面崩壊危険度評価を用いた事業優先順位設定手法の応用事例

佐藤丈晴, 尹禮分, 古川浩平

第46回日本地すべり学会研究発表会講演集   345 - 348   2007

Support Vector regression Based on Goal Programming and Multi-Objective Programming

Yeboon Yun, Hirotaka Nakayama

World Congress on Computational Intelligence;IJCNN   2006

計算知能を用いたハイブリッド型多目的最適化法

Yeboon Yun, Hirotaka Nakayama, Min Yoon

第７回最適化シンポジウム講演論文集 2006   111 - 116   2006

計算知能を用いたハイブリッド型多目的最適化法

尹禮分, 中山弘隆, 尹敏

第７回最適化シンポジウム講演論文集 2006   111 - 116   2006

Multi-objective optimization based on aspiration levels and approximation of Pareto frontier

Yeboon Yun, Hirotaka Nakayama, Min Yoon

CJK-OSM 4: The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems   491 - 496   2006

Computational Intelligence Method in Multi-Objective Optimization

Yeboon Yun, Min Yoon, Hirotaka nakayama

Proceedings of SICE-ICASE (Society of Instrument and Control Engineers - Institute of Control, Automation and Systems Engineers) International Joint Conference   CD-ROM   2006

Computational Intelligence Method in Multi-Objective Optimization

Yeboon Yun, Min Yoon, Hirotaka nakayama

Proceedings of SICE-ICASE (Society of Instrument and Control Engineers - Institute of Control, Automation and Systems Engineers) International Joint Conference   CD-ROM   2006

Generating support vector machines using multi-objective optimization and goal programming

Hirotaka Nakayama, Yeboon Yun

Studies in Computational Intelligence   16   173 - 198   2006

Generating support vector machines using multi-objective optimization and goal programming

Hirotaka Nakayama, Yeboon Yun

Studies in Computational Intelligence   16   173 - 198   2006

Multi-objective optimization based on aspiration levels and approximation of Pareto frontier

Yeboon Yun, Hirotaka Nakayama, Min Yoon

CJK-OSM 4: The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems   491 - 496   2006

土砂災害防止施設の施工に関する客観的な優先順位設定手法の開発

佐藤丈晴, 尹禮分, 古川浩平

第45回日本地すべり学会研究発表会講演集   311 - 314   2006

Regression by Support Vector Machines and its Applications to Engineering Design

Hirotaka nakayama, Yeboon Yun

Proceedings of The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System   391 - 396   2006

Support Vector regression Based on Goal Programming and Multi-Objective Programming

Yeboon Yun, Hirotaka Nakayama

World Congress on Computational Intelligence;IJCNN   2006

Regression by support vector machines and its applications to engineering design

Hirotaka Nakayama, Yeboon Yun

CJK-OSM 4: THE FOURTH CHINA-JAPAN-KOREA JOINT SYMPOSIUM ON OPTIMIZATION OF STRUCTURAL AND MECHANICAL SYSTEMS   391 - 396   2006

包絡分析を応用した事業優先度設定事例

佐藤丈晴, 尹禮分, 古川浩平

第45回日本地すべり学会研究発表会講演集   413 - 414   2006

MOP/GP models for machine learning

Hirotaka Nakayama, Ye Boon Yun, Takeshi Asada, Min Yoon

European Journal of Operational Research   166 ( 3 )   756 - 768   2005.11

MOP/GP models for machine learning

H Nakayama, YB Yun, T Asada, M Yoon

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   166 ( 3 )   756 - 768   2005.11

Genetic algorithm using GDEA in multi-objective optimization problems

Yeboon Yun, Hirotaka nakayama, Min Yoon

Proceeding of The Sixth Metaheuristics International Conference   CD-ROM   2005

Genetic algorithm for multi-objective optimization using GDEA

Y Yun, M Yoon, H Nakayama

ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS   3612   409 - 416   2005

Genetic algorithm for multi-objective optimization using GDEA

Yeboon Yun, Min Yoon, Hirotaka nakayama

Lecture Notes in Computer Science:Advances in Natural Computation   Part III, 3612   409 - 416   2005

Genetic algorithm using GDEA in multi-objective optimization problems

Yeboon Yun, Hirotaka nakayama, Min Yoon

Proceeding of The Sixth Metaheuristics International Conference   CD-ROM   2005

Multiple criteria decision making with generalized DEA and an aspiration level method

YB Yun, H Nakayama, M Arakawa

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   158 ( 3 )   697 - 706   2004.11

Multiple criteria decision making with generalized DEA and an aspiration level method

YB Yun, H Nakayama, M Arakawa

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   158 ( 3 )   697 - 706   2004.11

Pattern classification by goal programming and support vector machines Reviewed

Takeshi Asada, Yeboon Yun, Hirotaka Nakayama, Tetsuzo Tanino

Computational Management Sciences   Vol.1・No.3・211-230頁 ( 3 )   211 - 230   2004.10

Pattern classification by goal programming and support vector machines Reviewed

T.Asada, Y.B.Yun, H.Nakayama, T.Tanino

Computational Management Sciences   Vol.1・No.3・211-230頁 ( 3 )   211 - 230   2004.10

A generalized model for data envelopment analysis

Y. B. Yun, H. Nakayama, T. Tanino

European Journal of Operational Research   157 ( 1 )   87 - 105   2004.8

A generalized model for data envelopment analysis

YB Yun, H Nakayama, T Tanino

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   157 ( 1 )   87 - 105   2004.8

Total margin algorithms in support vector machines

M Yoon, YB Yun, H Nakayama

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS   E87D ( 5 )   1223 - 1230   2004.5

Total margin algorithms in support vector machines

M Yoon, YB Yun, H Nakayama

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS   E87D ( 5 )   1223 - 1230   2004.5

Fitness evaluation using generalized data envelopment analysis in MOGA

Y Yun, H Nakayama, M Arakawa

CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2   Vol.1   464 - 471   2004

Using support vector machines in multi-objective optimization

YB Yun, H Nakayama, M Arakawa

2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS   223 - 228   2004

Support vector machines using MOP/GP techniques

Hirotaka Nakayama, Yeboon Yun, T. Asada, Min yoon

European Congress on Computational Methods in Applied Sciences and Engineering (edited by P. Neittaanmaki, T. Rossi, S. Korotov, E. Onate, J. Periaux & D. Knorzer)   2004

A family of support vector machines using MOP/GP

Hirotaka Nakayama, Yeboon Yun, Takeshi Asada, Min Yoon

Proceedings of The 17th International Conference on Multiple Criteria Decision Making   2004

Multi-objective optimization technique using computational intelligence

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Shiraki Wataru, Hiroshi Ishikawa

Proceedings of International conference on Intelligent Mechatronics and Automation   2004

Generation of Pareto frontiers using support vector machine

Yeboon Yun, Hirotaka Nakayama, Min Yoon

Proceedings of The 17th International Conference on Multiple Criteria Decision Making   2004

A family of support vector machines using MOP/GP

Hirotaka Nakayama, Yeboon Yun, Takeshi Asada, Min Yoon

Proceedings of The 17th International Conference on Multiple Criteria Decision Making   2004

Multi-objective optimization technique using computational intelligence

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Shiraki Wataru, Hiroshi Ishikawa

Proceedings of International conference on Intelligent Mechatronics and Automation   2004

Fitness evaluation using generalized data envelopment analysis in MOGA

Y Yun, H Nakayama, M Arakawa

CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2   Vol.1   464 - 471   2004

Multi-objective optimization by using machine learning algorithm and evolutionary algorithm

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Shiraki Wataru, Hiroshi Ishikawa

Proceedings of The third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System   2004

Prediction of business failure by total margin support vector machines

Yeboon Yun, Min Yoon, Hirotaka Nakayama, Wataru Shiraki

Knowledge-Based Intelligent Information & Engineering Systems (edited by V. Palade, R.J. Howlett & L. Jain), Springer-Verlag   Vol.1   2004

Generation of Pareto frontiers using support vector machine

Yeboon Yun, Hirotaka Nakayama, Min Yoon

Proceedings of The 17th International Conference on Multiple Criteria Decision Making   2004

Multi-objective optimization by using machine learning algorithm and evolutionary algorithm

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Shiraki Wataru, Hiroshi Ishikawa

Proceedings of The third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System   2004

Prediction of business failure by total margin support vector machines

Y Yun, M Yoon, H Nakayama, W Shiraki

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS   3213   441 - 448   2004

Using support vector machines in multi-objective optimization,

Yeboon Yun, Hirotaka Nakayama, Min Yoon

Proceedings of International Joint Conference on Neural Networks   2004

Support vector machines using MOP/GP techniques

Hirotaka Nakayama, Yeboon Yun, T. Asada, Min yoon

European Congress on Computational Methods in Applied Sciences and Engineering (edited by P. Neittaanmaki, T. Rossi, S. Korotov, E. Onate, J. Periaux & D. Knorzer)   2004

Support vector machines controlling noise influence directly Reviewed

Min Yoon, Yeboon Yun, Hirotaka Nakayama

計測自動制御学会論文集   Vol.39・No.1・82-84頁 ( 1 )   82 - 84   2003.1

Support Vector Machines Controlling Noise Influence Directly Reviewed

YOON Min, NAKAYAMA Hirotaka, YUN Yeboon

Vol.39・No.1・82-84頁 ( 1 )   82 - 84   2003.1

A Role of total margin in support vector machines

Min Yoon, Yeboon Yun, Hirotaka Nakayama

Proc. of International Joint Conference on Neural Networks, IEEE and International Neural Network Society   2003

A soft margin algorithm controlling tolerance directly

M Yoon, H Nakayama, Y Yun

MULTI-OBJECTIVE PROGRAMMING AND GOAL PROGRAMMING   281 - 287   2003

Goal programming approaches to support vector machines

H Nakayama, Y Yun, T Asada, M Yoon

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS   2773   356 - 363   2003

A soft margin algorithm controlling tolerance directly

M Yoon, H Nakayama, Y Yun

MULTI-OBJECTIVE PROGRAMMING AND GOAL PROGRAMMING   281 - 287   2003

A Role of total margin in support vector machines

Min Yoon, Yeboon Yun, Hirotaka Nakayama

Proc. of International Joint Conference on Neural Networks, IEEE and International Neural Network Society   2003

Goal programming approaches to support vector machines

H Nakayama, Y Yun, T Asada, M Yoon

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS   2773   356 - 363   2003

Support vector classification considering total margin

Yeboon Yun, Min Yoon, Takeshi Asada, Hirotaka Nakayama

Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing   2003

Metaheuristics, Generalized DEA and aspiration-based method for multi-objective optimization

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Hiroshi Ishikawa

Proceedings of The fifth Metaheuristics International Conference   2003

Support vector classification considering total margin

Yeboon Yun, Min Yoon, Takeshi Asada, Hirotaka Nakayama

Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing   2003

Metaheuristics, Generalized DEA and aspiration-based method for multi-objective optimization

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Hiroshi Ishikawa

Proceedings of The fifth Metaheuristics International Conference   2003

Multiple criteria decision making by generalized DEA introducing aspiration level method

Yeboon Yun, Hirotaka Nakamaya, Masao Arakawa, Hiroshi Ishikawa

Proceedings of The second China-Japan-Korea Joint Symposium on Optimization on Structural and Mechanical System   2002

Data Envelopment Analysis in Multicriteria Decision Making

Hirotaka Nakamaya, Masao Arakawa, Yeboon Yun

Multiple Criteria Optimization, State of Art, Annotated Bibliographic Survey   333 - 368   2002

Multiple criteria decision making by generalized DEA introducing aspiration level method

Yeboon Yun, Hirotaka Nakamaya, Masao Arakawa, Hiroshi Ishikawa

Proceedings of The second China-Japan-Korea Joint Symposium on Optimization on Structural and Mechanical System   2002

Data Envelopment Analysis in Multicriteria Decision Making

NAKAYAMA H.

Multiple Criteria Optimization : State of the Art Annotated Bibliographic Surveys   333 - 368   2002

Generation of efficient frontiers in multi-objective optimization problems by generalized data envelopment analysis

Y. B. Yun, H. Nakayama, T. Tanino, M. Arakawa

European Journal of Operational Research   129 ( 3 )   586 - 595   2001.3

Generation of efficient frontiers in multi-objective optimization problems by generalized data envelopment analysis

YB Yun, H Nakayama, T Tanino, M Arakawa

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   129 ( 3 )   586 - 595   2001.3

Reading required characters in market of products by using data envelopment analysis

Masao Arakawa, Hirotaka Nakayama, Yeboon Yun, Hiroshi Ishikawa

Proceedings of Design Technical Conference ASME   2001

Dual approach to generalized data envelopment analysis based on production possibility

Yeboon Yun, Hirotaka Nakayama, Tetuzo Tanino

Advances in Soft Computing:Multi-Objective Programming and Goal Programming:Recent Developments (edited by T. Traskalik & J. Michnik)   2001

Dual approach to generalized data envelopment analysis based on production possibility

Yeboon Yun, Hirotaka Nakayama, Tetuzo Tanino

Advances in Soft Computing:Multi-Objective Programming and Goal Programming:Recent Developments (edited by T. Traskalik & J. Michnik)   2001

Reading required characters in market of products by using data envelopment analysis

Masao Arakawa, Hirotaka Nakayama, Yeboon Yun, Hiroshi Ishikawa

Proceedings of Design Technical Conference ASME   2001

Optimum design using radial basis function networks by adaptive range genetic algorithms (determination of radius in radial basis function networks)

Masao Arakawa, Hirotaka Nakayama, Yeboon Yun, Hiroshi Ishikawa

Proceedings of IEEE International Conference on Industrial Electronics, Control and Instrumentation;21st Century Technology and Industrial Opportunities   2000

Optimum design using radial basis function networks by adaptive range genetic algorithms (determination of radius in radial basis function networks)

Masao Arakawa, Hirotaka Nakayama, Yeboon Yun, Hiroshi Ishikawa

Proceedings of IEEE International Conference on Industrial Electronics, Control and Instrumentation;21st Century Technology and Industrial Opportunities   2000

一般化包絡分析法と遺伝的アルゴリズムによる多目的最適化の一手法

尹禮分, 中山弘隆, 谷野哲三, 荒川 雅生

システム制御情報学会論文誌   13 ( 4 )   179 - 185   2000

一般化包絡分析法と遺伝的アルゴリズムによる多目的最適化の一手法

尹禮分, 中山弘隆, 谷野哲三, 荒川 雅生

システム制御情報学会論文誌   13 ( 4 )   179 - 185   2000

Generalized DEA for multiple criteria decision making

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Hiroshi Ishikawa

Proceedings of Konan-IIASA Joint Workshop on Natural Environment Management and Applied Systems Analysis   2000

On efficiency of Data Envelopment Analysis

YB Yun, H Nakayama, T Tanino

RESEARCH AND PRACTICE IN MULTIPLE CRITERIA DECISION MAKING   487   208 - 217   2000

A Dual approach to generalized data envelopment analysis

Yeboon Yun, Nakayama Hirotaka, Tetsuzo Tanino

Proceedings of International Conference on 2000 INFORMS／KORMS-Information and Knowledge Management in the 21st century-   2000

On efficiency of data envelopment analysis

Yeboon Yun, Nakayama Hirotaka, Tetsuzo Tanino

Lecture Notes in Economics and Mathematical Systems:Research and Practice in Multiple Criteria Decision Making (edited by Y.Y. Haimes & R.E. Steuer)   2000

A Dual approach to generalized data envelopment analysis

Yeboon Yun, Nakayama Hirotaka, Tetsuzo Tanino

Proceedings of International Conference on 2000 INFORMS／KORMS-Information and Knowledge Management in the 21st century-   2000

Generalized DEA for multiple criteria decision making

Yeboon Yun, Hirotaka Nakayama, Masao Arakawa, Hiroshi Ishikawa

Proceedings of Konan-IIASA Joint Workshop on Natural Environment Management and Applied Systems Analysis   2000

一般化包絡分析法への双対アプローチ

尹 禮分, 中山 弘隆, 谷野 哲三

計測自重制御学会論文集   36 ( 9 )   804 - 809   2000

一般化包絡分析法への双対アプローチ

尹 禮分, 中山 弘隆, 谷野 哲三

計測自重制御学会論文集   36 ( 9 )   804 - 809   2000

包絡分析法(DEA)モデルの一般化

尹 禮分, 中山 弘隆, 谷野 哲三

計測自動制御学会   35 ( 8 )   1813 - 1818   1999

包絡分析法(DEA)モデルの一般化

尹 禮分, 中山 弘隆, 谷野 哲三

計測自動制御学会   35 ( 8 )   1813 - 1818   1999

Multiobjective symmetric duality with cone constraints

DS Kim, YB Yun, WJ Lee

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   107 ( 3 )   686 - 691   1998.6

Multiobjective symmetric duality with cone constraints

DS Kim, YB Yun, WJ Lee

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH   107 ( 3 )   686 - 691   1998.6

Second-order symmetric and self duality in multiobjective programming

DS Kim, YB Yun, H Kuk

APPLIED MATHEMATICS LETTERS   10 ( 2 )   17 - 22   1997.3

Second-order symmetric and self duality in multiobjective programming

DS Kim, YB Yun, H Kuk

APPLIED MATHEMATICS LETTERS   10 ( 2 )   17 - 22   1997.3

機械学習および回帰分析併用による被圧帯水層の水源揚水井水位の将来予測

大西望央, 尹 禮分, 楠見晴重

令和5年度土木学会全国大会  2023.9 

機械学習による地質帯を考慮した NATM トンネル切羽面の岩盤評価

長江 謙吾, K.D. Halim, 尹 禮分, 楠見 晴重, 西尾 彰宣

令和5年度土木学会全国大会  2023.9 

深層学習による NATM トンネルにおける切羽面の岩盤評価

中田 真成, 尹 禮分, 楠見 晴重

令和5年度土木学会全国大会  2023.9 

インフラ構造物建設時の補強度合決定問題への機械学習の適用

巽 啓司, 宮原 春久, 増井 遼太, 尹 禮分

公益社団法人計測自動制御学会  2023.3 

リカレントニューラルネットワークを用いた大型構造物の補強度合の決定

宮原 春久, 増井 遼太, 巽 啓司, 尹 禮分

計測自動制御学会・情報部門学術講演会2022  2022.11 

満足度と制約条件の難易度に基づく多目的遺伝的アルゴリズムにおける個体評価法の提案

藤田 耕平, 尹 禮分, 尹 敏

計測自動制御学会システム・情報部門学術講演会2022  2022.11 

機械学習による密集した揚水井の揚水に伴う観測井水位の将来予測

澤田 雅言, 尹 禮分, 楠見 晴重

令和4年度土木学会全国大会第77回年次学術講演会  2022.9 

機械学習による NATM 工法トンネルにおける切羽面の岩盤評価 機械学習による NATM 工法トンネルにおける切羽面の岩盤評価

K. D. Halim, 尹 禮分, 楠見 晴重

令和4年度土木学会全国大会第77回年次学術講演会  2022.9 

深層学習による NATM トンネルにおける切羽面の岩盤不連続面に関する定量的評価法

中田真成, 榎並大希, 尹 禮分, 楠見晴重

2022年度土木学会関西支部年次学術講演会  2022.5 

機械学習による京都盆地における被圧帯水層の水源揚水井水位の将来予測

大西望央, 平川将寛, 尹 禮分, 楠見晴重

2022年度土木学会関西支部年次学術講演会  2022.5 

達成度に基づいた多目的遺伝的アルゴリズムの個体評価法に関する研究

曲 錚, 路 暢, 尹 禮分, 尹 敏

2021.11 

Application of Machine Learning to the Prediction WBGT

C. Lu, Y.B. Yun, M. Yoon

2021.9 

Prediction of Wet Bulb Globe Temperature using Machine Learning

C. Lu, Y.B. Yun, M. Yoon

2021.7 

観測データ間の関係を考慮した決定木による構造物の補強度合の判定

増井 遼太, 辻岡 竣祐, 巽 啓司, 楠木 祥文, 尹 禮分

2021.3 

Analysis for Diabetes using Graphical lasso

Y. Kim, Y.B. Yun, M. Yoon, H. Nakayama

2019.8 

On Selecting Hyper-Parameters in RBF Networks

S. Yoshida, Y.B. Yun, H. Nakayama, M. Yoon

2019.8 

Multi-objective model predictive control and its applications

Yeboon Yun,, Hirotaka Nakayama, Min Yoon

2018.8 

Model Predictive Control with Multiple Objectives

Y.E. Yun, H. Nakayama

2018.8 

On Disposal planning of debris and waste for large-scale disasters

Yeboon Yun, Takamasa Akiyama, Hiroaki Inokuchi, Min Yoon

2017.7 

バギングとブースティングの併用によるSVMにおける効率的な学習法の提案

尹禮分, 中山弘隆

2014.12 

ラフ集合を用いた交通機関選択モデルの提案

尹禮分, 秋山孝正, 井ノ口弘昭, 中山弘隆

2014.11 

ラフ集合を用いたコミュニティバス需要推計モデル

井ノ口弘昭, 秋山孝正, 尹禮分

2014.9 

サポートベクトル回帰による複数応答曲面の連結

西口純也, 綛田長生, 尹禮分, 中山弘隆, 荒川雅生, 北山哲士

2014.5 

On Tuning Parameters in SVM/RBFN for Regression Problems

Y.B.Yun, H.Nakayama, M.Yoon

Proceedings of the 8th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems  2014.5 

Sequential Learning with Support Vector Machines

Y.B.Yun, H.Nakayama, M.Yoon

Proceedings of International Conference on Optimization: Techniques and Applications (ICOTA9)  2013.12 

社会基盤施設の評価におけるデータ包絡分析法の活用

尹禮分, 中山弘隆, 尹敏

第29回 ファジィ システム シンポジウム  2013.9 

On the use of data envelopment analysis in evaluation of sewerage systems

Y.B.Yun, H.Nakayama, M.Yoon

Proceedings of the 5th International Conference on Optimization and Control with Applications  2012.12 

Evaluation of sewerage systems using data envelopment analysis

Y.B.Yun, T.Iida, K.Furukawa, H.Nakayama

Proceedings of The 6th International Conference on Soft Computing and Intelligent Systems/The 13th International Symposium on Advanced Intelligent Systems  2012.11 

Parameter tuning of large scale support vector machines using ensemble learning with applications to imbalnced data sets

H.Nakayama, Y.B.Yun, Y.Uno

Proceedings of IEEE Systems，Man，Cybernetics Conference  2012.10 

Evaluation of sewerage systems by using data envelopment analysis

Y.B. Yun

Proceedings of The 7th International Symposium in Science and Technology  2012.8 

多目的最適化問題における満足化トレードオフ法を用いたロバスト設計

田中聡, 中山弘隆, 尹禮分

第54回自動制御連合講演会  2011.11 

Evolutionary multi- objective optimization using expected improvement and generalized DEA

Y.B.Yun, H.Nakayama, M.Yoon

2011 IEEE Systems，Man，Cybernetics Conference  2011.10 

Utilizing expected improvement and generalized data envelopment analysis in multi-objective genetic algorithms

Y.B.Yun, H.Nakayama, M.Yoon

The 21st International Conference on Multiple Criteria Decision Making  2011.6 

能動学習型最適化を用いたビル空調制御

西口純也, 近田智洋, 中山弘隆, 尹禮分, 荒川雅生

第55回システム制御情報学会研究発表講演会  2011.5 

An Efficient learning method in support vector regression for large-scale data set with outliers

R.Suzuki, H.Nakayama, Y.B.Yun

International Conference on Optimization: Techniques and Applications (ICOTA08)  2010.12 

Prediction on the Collapse of Sewerage Systems by using Support Vector Machines

Y.B.Yun, R.Emori, T.Iida, K.Furukawa

International Conference on Optimization: Techniques and Applications (ICOTA08)  2010.12 

Support vector machines and its application to drain maintenance

Y.B.Yun, R.Emori, T.Iida, K.Furukawa

5th International Symposium in Science and Technology  2010.8 

Modified Support Vector Regression in Outlier Detection

J.Nishiguchi,C.Kaseda,H.Nakayama,M.Arakawa,Y.B.Yun

World Congress on Computational Intelligence-IJCNN  2010.7 

Combining Predetermined Models and SVM/RBFN for Regression Problems

H.Nakayama,Y.B.Yun,Y.Uno

The 6th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems  2010.6 

Particle Swarm Optimization for Multi-objective Optimization with Generalized Data Envelopment Analysis

Y.B.Yun,H.Nakayama

The 6th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems  2010.6 

大規模データに対するサポートベクター回帰における異常値検出

鈴木僚, 中山弘隆, 伊賀和博, 稲葉庸介, 尹禮分

第54回システム制御情報学会研究発表講演会（SCI'10）  2010.5 

多目的Particle Swarm OptimizationにおけるGDEAの適用

尹 禮分,中山弘隆

第52回自動制御連合講演会  2009.11 

Multiobjective Robust Optimization

H.Nakayama,Y.B.Yun,K.Iga, Y.Inaba

The 22th Workshop on Complex Systems Modeling  2009.9 

Particle Swarm Optimization for Multi-Objective Optimization

Y.B.Yun H.Nakayama

The 22th Workshop on Complex Systems Modeling  2009.9 

Sequential approximate multi-objective optimization using aspiration level approach and expected improvement

Y.B.Yun,H.Nakayama,M.Yoon

Joint Meeting of 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis  2008.12 

Multi-objective model predictive optimization using computational Intelligence

H.Nakayama,Y.B.Yun

IFIP World Computer Congress:Artificial Intelligence in Theory and Practice  2008.9 

包絡分析法を応用した砂防事業における優先順位設定手法の提案

佐藤丈晴,尹禮分,古川浩平

平成20年度砂防学会研究発表会  2008.5 

サポートベクトル回帰を用いた実用的な外れ値検出方法

第52回システム制御情報学会研究発表講演会  2008.5 

Practical Approach to Outlier Detection Using Support Vector Regression

15th International Conference on Neural Information Processing  2008 

Multi-objective Model Predictive Optimization using Computational Intelligence

Second IFIP International Conference on Artificial Intelligence in Theory and Practice (IFIP AI 2008)  2008 

Multi-objective Model Predictive Optimization using Computational Intelligence

Second IFIP International Conference on Artificial Intelligence in Theory and Practice (IFIP AI 2008)  2008 

Sequential Approximate Multi-Objective Optimization using Aspiration Level Approach and Expected Improvement

Joint Meeting of 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis  2008 

Practical Approach to Outlier Detection Using Support Vector Regression

15th International Conference on Neural Information Processing  2008 

Sequential Approximate Multi-Objective Optimization using Aspiration Level Approach and Expected Improvement

Joint Meeting of 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis  2008 

客観的斜面崩壊危険度評価を用いた事業優先順位設定手法の応用事例

佐藤丈晴,尹禮分,古川浩平

第46回日本地すべり学会研究発表会  2007.8 

On sequential approximate multi-objective optimization

H.Nakayama,Y.B.Yun

The 21th Workshop on Complex Systems Modeling  2007.8 

サポートベクターマシンによる対策工効果を考慮した斜面災害危険度の設定

大石博之,小林央宜,尹禮分,田中浩一,中山弘隆,古川浩平

平成19年度砂防学会研究発表会  2007.5 

種々のデータによる改定IP-OLDF，SVM，判別手法の比較研究

新村秀一, 尹禮分

日本オペレーションズリサーチ学会2007年春季OR研究発表会  2007.3 

Combining aspiration level methods in multi-objective programming and sequential approximate optimization using computational Intelligence

H.Nakayama,Y.B.Yun,M.Yoon

IEEE First Symposium on Computational Intelligence in Multi-Criteria Decision Making  2007.3 

計算知能を用いたハイブリッド型多目的最適化法

尹禮分,中山弘隆,尹敏

第７回最適化シンポジウム講演会  2006.12 

Regression by support vector machines and its applications to engineering design

H.Nakayama,Y.B.Yun

The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System  2006.11 

Multi-objective optimization based on aspiration levels and approximation of Pareto frontier

尹 禮分

The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System  2006.11 

Computational intelligence method in multi-objective optimization

尹 禮分

International Joint Conference: Society of Instrument and Control Engineers - Institute of Control，Automation and Systems Engineers  2006.10 

土砂災害防止施設の施工に関する客観的な優先順位設定手法の開発

尹 禮分

第45回日本地すべり学会研究発表会  2006.8 

μ-ν-SVR and its applications to engineering problems

尹 禮分

The 20th Workshop on Complex Systems Modeling  2006.8 

Multi-objective optimization with prediction and approximation

尹 禮分

The 20th Workshop on Complex Systems Modeling  2006.8 

包絡分析を応用した事業優先度設定事例

尹 禮分

第45回日本地すべり学会研究発表会  2006.8 

A hybrid method for approximating Pareto frontier

尹 禮分

21st European Conference on Operational Research  2006.7 

Support vector regression based on goal programming and multi-objective programming

尹 禮分

World Congress on Computational Intelligence-IJCNN  2006.7 

MOP/GP approaches to support vector regression and their applications to engineering design

尹 禮分

The 7th International Conference on Multi-Objective Programming and Goal Programming  2006.6 

Fast approximation of Pareto frontier using computational intelligence

尹 禮分

The 18th International Conference on Multiple Criteria Decision Making  2006.6 

SVMを用いた土砂災害発生限界基準線の設定に関する研究

尹 禮分

土木学会2005年中国支部研究発表会  2005.11 

Genetic algorithm using GDEA in multi-objective optimization problems

尹 禮分

The Sixth Metaheuristics International Conference  2005.8 

Generation of Pareto frontier using computational intelligence

尹 禮分

22nd IFIP TC 7 Conference on System Modeling and Optimization  2005.7 

計算知能を用いる多目的近似最適化手法

尹 禮分

第６回最適化シンポジウム  2004.11 

Multi-objective optimization by using machine learning algorithm and evolutionary algorithm

尹 禮分

The Third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System  2004.11 

Multi-objective optimization technique using computational intelligence

尹 禮分

International Conference on Intelligent Mechatronics and Automation  2004.8 

A Family of support vector machines using MOP/GP

尹 禮分

The 17th International Conference on Multiple Criteria Decision Making  2004.8 

Generation of Pareto frontiers using support vector machine

尹 禮分

The 17th International Conference on Multiple Criteria Decision Making  2004.8 

Using support vector machines in multi-objective optimization

尹 禮分

International Joint Conference on Neural Networks  2004.7 

Support vector machines using MOP/GP techniques

尹 禮分

European Congress on Computational Methods in Applied Sciences and Engineering  2004.7 

Fitness evaluation using generalized data envelopment analysis in MOGA

尹 禮分

IEEE Congress on Evolutionary Computation  2004.6 

一般化包絡分析法と希求水準法を融合した多目的最適化手法

尹 禮分

第48回システム制御情報学会研究発表講演会（SCI'04）  2004.5 

SVMによる企業の倒産予測

尹 禮分

日本オペレーションズリサーチ学会2004年春季研究発表会  2004.3 

Metaheuristics, generalized DEA and aspiration-based method for multi-objective optimization

尹 禮分

The Fifth Metaheuristics International Conference  2003.8 

A soft margin algorithm controlling tolerance directly

尹 禮分

Multi-Objective Programming and Goal Programming: Theory and Applications  2003.7 

A role of total margin in support vector machines

尹 禮分

International Joint Conference on Neural Networks  2003.7 

Support vector classification considering total margin

尹 禮分

IASTED International Conference on Artificial Intelligence and Soft Computing  2003.7 

Multiple criteria decision making by generalized DEA introducing aspiration level method

尹 禮分

The Second China-Japan-Korea Joint Symposium on Optimization on Structural and Mechanical System  2002.11 

Multi-objective optimization by using generalized DEA

尹 禮分

IFORS 16th Triennial Conference  2002.7 

A generalized model for data envelopment analysis

尹 禮分

IFORS 16th Triennial Conference  2002.7 

On evaluation of efficiency of local government finance by using DEA

尹 禮分

The 16th Workshop on Complex Systems Modeling  2002.7 

Generalized data envelopment analysis in engineering design problem

尹 禮分

The Fourth International Conference on Multi-Objective Programming and Goal Programming: Theory and Applications  2002.6 

Adaption of searching range of genetic algorithms for multi-objective optimization with data envelopment analysis

尹 禮分

The Fourth International Conference on Multi-Objective Programming and Goal Programming: Theory and Applications  2002.6 

一般包絡分析法による工学設計

尹 禮分

第11回設計工学システム部門講演会  2001.11 

Decision making by using generalized data envelopment analysis and aspiration level method

尹 禮分

Korea-Vietnam Joint Seminar on Mathematical Optimization Theory and Applications  2001.11 

実数値GAによる多目的最適化

尹 禮分

第14回計算力学講演会  2001.11 

データ包絡分析法を用いたトレンド分析法の開発

尹 禮分

第11回設計工学システム部門講演会  2001.11 

Reading required characters in market of products by using data envelopment analysis

尹 禮分

ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference  2001.9 

多基準意思決定において一般化包絡分析法

尹 禮分

第6回日本計算工学会計算工学会講演会  2001.5 

データ包絡分析法を用いた技術指標のトレンド分析

尹 禮分

第6回日本計算工学会計算工学会講演会  2001.5 

多目的最適設計のための領域適応型遺伝的アルゴリズムの開発

尹 禮分

日本機械学会機構論  2000.11 

多目的最適化におけるGDEAへの希求水準アプローチ

尹 禮分

日本応用数理学会2000年度年会  2000.10 

Optimum design using radial basis function networks by adaptive range genetic algorithms (determination of radius in radial basis function networks)

尹 禮分

26th IEEE International Conference on Industrial Electronics，Control and Instrumentation  2000.10 

Generalized DEA for multiple criteria decision making

尹 禮分

Konan-IIASA Joint Workshop on Natural Environment Management and Applied Systems Analysis  2000.9 

Aspiration level approach to multiobjective optimization method using generalized data envelopment analysis

尹 禮分

INFORMS Fall 2000 Meetings: Integrating Theory and Applications  2000.6 

A dual approach to generalized data envelopment analysis

尹 禮分

International Conference on 2000 INFORMS/KORMS  2000.6 

Generalized data envelopment analysis and it's application to multi-objective optimization

尹 禮分

The First China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System  1999.11 

A multi-objective optimization method combining generalized data envelopment analysis and genetic algorithms

尹 禮分

IEEE Systems，Man，Cybernetics Conference  1999.10 

一般化包絡分析法と遺伝的アルゴリズムによる多目的最適化問題の一手法

尹禮分 中山弘隆 谷野哲三 荒川雅生

日本オペレーションズリサーチ学会1999年秋季研究発表会  1999.9 

包絡分析法(DEA)モデルの一般化

尹禮分 中山 弘隆 谷野 哲三

日本オペレーションズリサーチ学会1999年春季研究発表会  1999.3 

多目的最適化のアルゴリズムの実務的な応用に関する研究

2005

社会基盤システムのLive Designのための避難シミュレーションシステムの開発に関する研究

2005 - 2007

国際共同研究 

統計的機械学習理論を用いるシステムの信頼性評価法とその応用に関する研究

Grant number：16710116  2004 - 2005

日本学術振興会  科学研究費助成事業  若手研究(B)

尹 禮分