ARIMA Sumika

Affiliation
Institute of Systems and Information Engineering
Official title
Assistant Professor
Email
5,=48,Nn\NaYNaYN^kN^k,?N^mN^mNn\NaYNaY>6W?>@6@-,W,.W5;
Research fields
Control engineering/System engineering
Research keywords
Production systems engineering
Operations management
Social Innovation
Research projects
遠隔保守情報を統合活用した高速印刷機械の異常予測と保全計画最適化2018-09 -- 2019-08有馬澄佳文部科学省 科学技術振興機構（JST）/研究成果最適展開支援プログラム (A-STEP) 機能検証フェーズ試験研究タイプ第1回3,000,000Yen
ワークライフバランスに貢献するサイバー・フィジカル製造業2019-01 -- 2021-03相山康道経済産業省　新エネルギー・産業技術総合開発機構/戦略的イノベーション創造プログラム(SIP)第2期/ビッグデータ・AIを活用したサイバー空間基盤技術71,040,000Yen
地域協働情報プラットフォームの構築と評価、資源余剰の最適割付けと社会合理的分配2018 -- 2020有馬 澄佳Japan Society for the Promotion of Science/Challenging Research (Exploratory)6,370,000Yen
半導体・液晶製造の良品スループット向上とコスト低減の両立を目指してQ-time制約の遵守と装置の生産性向上とを同時に実現する実時間最適オペレーション管理手法の研究2011-12 -- 2012-07有馬澄佳JST/その他1,700,000Yen
ＱＣＤＲモデルに基づいて革新的な総合設備効率の向上と生産期間の短縮を実現する工場・設備の運用管理システム2012-10 -- 2013-09有馬澄佳ＪＳＴ　復興支援プログラム（Ａ－ＳＴＥＰ）/その他8,000,000Yen
ＱＣＤモデルに基づくマルチチャンバ装置および生産ラインの運用・設計方法2009 -- 2011Japan Society of for the Promotion of Science/若手研究(B)6,724,439Yen
共創ビジョンに基づく半導体産業のビジネスモデル進化と、知財・人材の組織的流動化2013 -- 2014有馬 澄佳Japan Society for the Promotion of Science/若手研究(B)4,160,000Yen
Career history
2003-04 -- 2005-03Mizuho Information & Research Institute, Inc.(Fuji Research Institute Corporation) Manufacturing SolutionITE Leader (CIM design/SI Solution)
Academic background
1998-04 -- 2000-03University of Aizu Graduate School of Computer Science and Engineering Graduate Department of Computer Systems
2000-04 -- 2003-03University of Aizu Graduate school of Computer Scicence and Engineering Graduate Department of Computer Systems
Degree
2003-03Ph.D in Computer Science and EngineeringUniversity of Aizu
Licenses and qualifications
2003-05-23基本情報処理技術者
2003-05-30ORACLE MASTER GOLD
2003-05-30UML技術者認定試験（ブロンズ）
Academic societies
2020-04 -- (current)THE JAPAN SOCIETY FOR PRECISION ENGINEERING
2021-04 -- (current)Information Processing Society of Japan
2019 -- (current)The Japanese Society for Artificial Intelligence
2008 -- (current)JAPAN INDUSTRIAL MANAGEMENT ASSOCIATION
2003 -- (current)THE OPERATIONS RESEARCH SOCIETY OF JAPAN
2009 -- (current)Institute of Electrical and Electronics Engineers (IEEE)
Honors & Awards
2022-08Kioxia Research Award 2021(System)Dr. Arima was honored for her work "Integrated Scheduling for Multi-Factory/Supply Chains based on Product-mix Demand Forecasting and Multi-criteria Optimization", which is the one of 13 adopeted in the system category.
2020-10Best Presentation Award
2019-11Best Student Award
2017-11Best Student Award
2017-02優秀賞
2015-11Best student awardPaper and Presentation
Articles
  • MULTI-OBJECTIVE N-STEP HYBRID FLOW-SHOP SCHEDULING IN THE CONSTRAINT TRANSFORMATION FORM WITH MULTI-PARAMETER OPTIMIZATION
    Lin Jia; MAO Chending; Arima Sumika
    Proceedings of International Symposium on Scheduling 2023/2023/pp.1-6, 2023-06-23
  • Mixed-type Defect Pattern Classifications
    Maeda Takumi; Takada Daisuke; Arima Sumika
    Proceedings of AEC/APC Symposium Asia 2023/2023/pp.1-2, 2023-11-02
  • Interaction Modelling of High Dimensional Production Data
    Hoshino Sara; Watanabe Kyo; Arima Sumika
    Procedia Computer Science/225/pp.4055-4064, 2023-12
  • DUE DATE ASSIGNMENT OF MULTI-PRODUCT IN MAKE-TO-ORDER SUPPLY CHAINS
    Arima Sumika; Takahashi Haruki; Shishido Ibuki
    The Journal ACTA TECHNICA NAPOCENSIS - Series: APPLIED MATHEMATICS, MECHANICS, and ENGINEERING/66(1S)/pp.55-60, 2023-11
  • MULTI-FACTORY SCHEDULING FOR A CORPORATED SUPPLY CHAIN
    Arima Sumika; Tahara Yusaku; Nagai Kosuke
    The Journal ACTA TECHNICA NAPOCENSIS - Series: APPLIED MATHEMATICS, MECHANICS, and ENGINEERING/66(SI)/pp.105-112, 2023-11
  • Data-driven Modeling for Production Dynamics
    Arima Sumika; Y. SASAKI; MORIE S.; KATAOKA Y.; MAO C.; LIN...
    Proceesings of IEEE International Symposium on Semiconductor Manufacturing 2022/pp.1-4, 2022-12-12
  • Self-tuning Optimization to Compatible the Delivery and Low Energy Consumption
    Arima Sumika; MAO C.; LIN J.
    Proceedings of IEEE International Symposium on Semiconductor Manufacturing 2022/pp.1-4, 2022-12
  • MULTI-CRITERIA OPTIMIZATION OF N-STEP HYBRID FLOW-SHOP SCHEDULING - MAKE-TO-ORDER CASES WITH BATCH PROCESS -
    Arima Sumika; JIA Lin; Ohno Tomoki; MAO Chending; MORIE ...
    Proceedings of the 2022 International Symposium on Flexible Automation/(ISFA2022)/pp.1-8, 2022-07
  • Sparse reluctant interaction modelling with Convex Hull Approximation - For accurate modelling of highly correlated variables based on diverse nearly optimal solutions -
    Arima Sumika; BU Huizhen; NAGATA Takuya; ONODERA Kakeru
    The Journal of the Japan Industrial Management Association/pp.1-10, 2022-07
  • Interaction Modelings for Industrial Data - for final quality estimation and proess integration
    Arima Sumika; Limin Qin; Nagata Takuya; Handa Kotaro; Wat...
    Proceeding of AEC/APC symposium Asia 2021/pp.1-4, 2021-11
  • スマホアプリ市場におけるヘビーユーザーのアプリ所持パターンと次期インストール数の関係
    有馬 澄佳; 半田滉太朗
    日本経営工学会秋季大会2020要綱集/pp.1-4, 2020-10
  • スマートフォンアプリの起動順序に着目したユーザーセグメント分析
    大野智暉; 有馬 澄佳
    日本経営工学会秋季大会2020要綱集/pp.1-4, 2020-10
  • 従属需要の予測手法の構築と検証
    有馬 澄佳; 小川陽平
    日本経営工学会秋季大会2020要綱集/pp.1-4, 2020-10
  • スマートフォンアプリの起動順序に着目したユーザーセグメント分析
    有馬 澄佳; 大野智暉
    日本経営工学会秋季大会2020要綱集/pp.1-4, 2020-10
  • Optimization of Multi-objective Function of n-step Hybrid Flowshop Scheduling
    J. LIN; Tomoki ONO; Sho MORIE; Qingxin ZHU; Yu SASAKI; Su...
    Proceedings of The International Symposium on Semiconductor Manufacturing 2020 (ISSM2020)/pp.1-4, 2020-12
  • Cooperative Scheduling for Multi-Type Resource-Sharing System of Product-mix Production- Application to a Post-Replenishment Production of Automobile Parts-
    有馬 澄佳
    日本経営工学会論文誌/72(1)/pp.75-87, 2021-04
  • Variable selection for correlated high-dimensional data with infrequent categorical variables: based on Sparse Sample Regression and anomaly detection technology
    Kotsuka Yuhei; Arima Sumika
    Smart Innovation Systems and Technologies/pp.109-125, 2021-06
  • Interaction effects of environment and defect features to human cognition and skills in visual inspections
    Arima Sumika; Zhao Zhuo; Nishi Yusuke
    Smart Innovation Systems and Technologies/189/pp.431-448, 2020-06
  • Automatic multi-class classification of tiny and faint printing defects based on semantic segmentation
    Arima Sumika; Tsuji Takumi
    Smart Innovation Systems and Technologies/189/pp.101-113, 2020-06
  • Integrated 2D quality VM modeling Upscaling and evaluations of High-dimension Low-samples
    BU H.; Arima Sumika
    Proceedings of AEC/APC Symposium Asia 2019/pp.1-4, 2019-11
  • Performance Evaluations of VM models of Multi-dimensional quality: Open data applications
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    Proceedings of AEC/APC Symposium Asia 2019/pp.1-4, 2019-11
  • Feature Extractions from a High-dimension Low-samples Data for Multi-dimension Virtual Metrology
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    Proceedings of The International Symposium on Semiconductor Manufacturing 2019/pp.1-4, 2019-09
  • Feature Extractions from a High-dimension Low-samples Data for Multi-dimension Virtual Metrology
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    Proceedings of The International Symposium on Semiconductor Manufacturing 2019/pp.1-4, 2019-09
  • Applications of Hybrid flowshop schedulings under dynamic constraints of queue time and capacities
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    Proceedings of The International Symposium on Semiconductor Manufacturing 2019/pp.1-4, 2019-09
  • Development and Evaluation of Chat-bot Systems :The applications of the citizen service procedure
    Arima Sumika; Murakami Ryo; Kotsuka Yuhei
    Proceedings of IIAI 8th International Congress on Advanced Applied Informatics（AAI2019)/pp.1-6, 2019-06
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Books
  • Multimodal Data Analysis for Superposition Defect Classification: Case Study of Semiconductor Defect Patterns.
    有馬 澄佳; Takumi Maeda; Daisuke Takada; Sota Kimpara; Hi...
    Smart Innovation Systems and Technologies/Springer/pp.1-14, 2023-09
  • Performance Analysis ofSemiconductor Manufacturing Systems
    有馬 澄佳
    2003-03
  • Distributive and cooperative scheduling considering multi-attribute product-mix, feedback process, and the dynamic utility control in resource sharing
    Arima Sumika; Sato Yuta; Saitou Tomoya; Perez Randall; Is...
    ISSM 2006 CONFERENCE PROCEEDINGS- 13TH INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING/SEMICONDUCTOR PORTAL INC/pp.249-252, 2006-01
  • Analysis of balance management at the leading edge - Competition and collaboration for semiconductor industry
    Iino Masayuki; Matsumoto Yojiro; Arima Sumika
    ISSM 2007: 2007 INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING, CONFERENCE PROCEEDINGS/IEEE/pp.308-311, 2007-01
  • Novel dispatching rule of phase-mix and product-mix for cost-free productivity improvement
    Saito Tomoya; Satou Yuta; Arima Sumika
    ISSM 2007: 2007 INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING, CONFERENCE PROCEEDINGS/IEEE/pp.261-264, 2007-01
Conference, etc.
  • MULTI-OBJECTIVE N-STEP HYBRID FLOW-SHOP SCHEDULING IN THE CONSTRAINT TRANSFORMATION FORM WITH MULTI-PARAMETER OPTIMIZATION
    Lin Jia; MAO Chending; Arima Sumika
    International Symposium on Scheduling 2023/2023-06-23--2023-06-25
  • Mixed-type Defect Pattern Classifications
    Maeda Takumi; Takada Daisuke; Arima Sumika
    AEC/APC Symposium Asia 2023/2023-11-02--2023-11-02
  • DUE DATE ASSIGNMENT OF MULTI-PRODUCT IN MAKE-TO-ORDER SUPPLY CHAINS
    Takahashi Haruki; Shishido Ibuki; Arima Sumika
    International Conference of Production Research/2023-07-23--2023-07-28
  • MULTI-FACTORY SCHEDULING FOR A CORPORATED SUPPLY CHAIN
    Tahara Yusaku; Nagai Kosuke; Arima Sumika
    International Conference of Production Research/2023-07-23--2023-07-28
  • Data-driven Modeling for Production Dynamics
    Arima Sumika; MAO C.; LIN J.
    IEEE International Symposium on Semiconductor Manufacturing 2022/2022-12-12--2022-12-13
  • Self-tuning Optimization to Compatible the Delivery and Low Energy Consumption
    Arima Sumika; MAO C.; LIN J.
    IEEE International Symposium on Semiconductor Manufacturing 2022/2022-12-12--2022-12-13
  • MULTI-CRITERIA OPTIMIZATION OF N-STEP HYBRID FLOW-SHOP SCHEDULING - MAKE-TO-ORDER CASES WITH BATCH PROCESS -
    Arima Sumika; JIA Lin; Ohno Tomoki; MAO Chending; MORIE ...
    International Symposium on Flexible Automation 2022/2022-07-03--2022-07-07
  • Interaction Modelings for Industrial Data - for final quality estimation and proess integration
    Arima Sumika; Limin Qin; Nagata Takuya; Handa Kotaro; Wat...
    AEC/APC Symposium Asia 2021/2021-11-04--2021-11-04
  • スマートフォンアプリの起動順序に着目したユーザーセグメント分析
    大野智暉; 有馬 澄佳
    日本経営工学会秋季大会2020/2020-10-24
  • 従属需要の予測手法の構築と検証
    小川陽平; 有馬 澄佳
    日本経営工学会秋季大会2020/2020-10-24--2020-10-24
  • スマホアプリ市場におけるヘビーユーザーのアプリ所持パターンと次期インストール数の関係
    有馬 澄佳; 半田滉太朗
    日本経営工学会秋季大会2020/2020-10-24
  • スマートフォンアプリの起動順序に着目したユーザーセグメント分析
    有馬 澄佳; 大野智暉
    日本経営工学会秋季大会/2020-10-24
  • 微小欠点の高精度検出手法の構築と検証
    大沼悠人; 有馬 澄佳
    日本経営工学会秋季大会/2020-10-24
  • Integrated 2D quality VM modeling Upscaling and evaluations of High-dimension Low-samples
    BU H.; Arima Sumika
    AEC/APC Symposium Asia 2019/2019-11-13--2019-11-13
  • Performance Evaluations of VM models of Multi-dimensional quality: Open data applications
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    AEC/APC Symposium Asia 2019/2019-11-13--2019-11-13
  • Feature Extractions from a High-dimension Low-samples Data for Multi-dimension Virtual Metrology
    Tanaka Motoharu; Arima Sumika; NISHIZAWA K.; OHNO T.; OGA...
    The International Symposium on Semiconductor Manufacturing 2019 (Joint symposium e-MDC and ISSM2019)/2019-09-06--2019-09-06
  • Applications of Hybrid flowshop schedulings under dynamic constraints of queue time and capacities
    Motomiya Hiroyuki; Arima Sumika
    International Symposium on Semiconductor Manufacturing (ISSM)/2019-09-06--2019-09-06
  • Development and Evaluation of Chat-bot Systems :The applications of the citizen service procedure
    Arima Sumika; Murakami Ryo; Kotsuka Yuhei
    IIAI 8th International Congress on Advanced Applied Informatics（AAI2019)/2019-06-07--2019-06-12
  • Development of a Hybrid flowshop Scheduling System Considering with Due-date and Incontrollable Processing Time for MTO Production
    Shinoda Kenta; Onodera Kakeru; Arima Sumika
    7th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)/2018-07-08--2018-07-13
  • Dynamic Capacity Allocation and Scheduling for Multi-type Resource Sharing Systems
    有馬 澄佳
    13th International Symposium on Operations Research and Its Applications (ISORA2018)/2018-08-22--2018-08-26
  • Applications of Sparse Modelling and Principle Component Analysis for the Virtual metrology of comprehensive multi-dimensional quality
    有馬 澄佳; Takuya NAGATA; H. Bu; Satsuki Shimada
    International Conference on Operations Research and Enterprise Systems (ICORES) 2019/2019-02-19--2019-02-21
  • Optimization of Multi-type Resource Allocation for MTO-MTS mixed production
    Motomiya Hiroyuki; Arima Sumika
    International Symposium on Semiconductor Manufacturing (ISSM)/2018-12-10--2018-12-11
  • Real-time Allocation of Multi-Type Production Resource with Due Date grouping for MTO Manufacturing
    Arima Sumika; TANAKA Motoharu
    The International Symposium on Semiconductor Manufacturing 2018 (ISSM2018)/2018-12-10--2018-12-11
  • Forecasting Call Center Arrivals using a Hybrid Model composed by Multiple Regression and LSTM
    有馬 澄佳; 秋山裕; 張ウトン; 佐藤宏哉
    The 13th International Symposium on Operations Research and its Applications in engineering, technology and management (ISORA 2018)/2018-08-22--2018-08-26
  • Common sensing and Analyses to visualize a Production Process with Parallely Utilized Resource　–Job-shop and Flow-shop cases
    Tanaka Motoharu; Nagata Takuya; Nishi Yusuke; Arima Sumika
    IIAI 7th International Congress on Advanced Applied Informatics　（AAI2018）/2018-07-08--2018-07-12
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Intellectural property rights
  • 筑波大学
    有馬 澄佳; 渡邉響
  • 筑波大学
    有馬 澄佳; 伊東寛紀; 渡邉響; 高田大右; 前田拓海; 星野紗来
  • 欠陥検出分類システム及び欠陥判定トレーニングシステム
    有馬 澄佳; 辻拓幹; 大沼悠人; 西雄介
  • 欠陥検出分類システム及び欠陥判定トレーニングシステム
    有馬 澄佳; 辻拓幹; 大沼悠斗; 西雄介
  • 「最適指標生成装置、最適指標生成方法、最適指標生成プログラム及び最適指標生成サーバ」
    Arima Sumika
  • 最適指標生成装置、最適指標生成方法、最適指標生成プログラム及び最適指標生成サーバ
    有馬澄佳 山崎雄大
  • 多品種生産システム及びその設計・運用方法、その設計・運用プログラム及びそのプログラムを記録した記録媒体
    齋藤 和之; 有馬 澄佳
  • 最適指標生成装置
    畠澄佳; 山崎雄大; +有馬 澄佳
Teaching
2024-04 -- 2024-08Facilitation Training Pre-Program in Policy and Planning Sciences IVUniversity of Tsukuba.
2024-10 -- 2025-02Facilitation Training Pre-Program in Policy and Planning Sciences IVUniversity of Tsukuba.
2024-10 -- 2025-02Facilitation Training Program in Service EngineeringUniversity of Tsukuba.
2024-04 -- 2024-08Facilitation Training Program in Service EngineeringUniversity of Tsukuba.
2024-04 -- 2024-08Basic Master's Seminar in Policy and Planning Sciences IIUniversity of Tsukuba.
2024-10 -- 2025-02Basic Master's Seminar in Policy and Planning Sciences IIUniversity of Tsukuba.
2024-10 -- 2025-02Workshop in Policy and Planning Sciences IUniversity of Tsukuba.
2024-04 -- 2024-08Workshop in Policy and Planning Sciences IUniversity of Tsukuba.
2024-04 -- 2024-08Special Master's Seminar in Policy and Planning Sciences IUniversity of Tsukuba.
2024-10 -- 2025-02Special Master's Seminar in Policy and Planning Sciences IUniversity of Tsukuba.
more...
Talks
  • 半導体製造における装置/プロセスの監視・予測・処置の/ための機械学習とデータマイニング手法の応用
    有馬 澄佳
    第150回精密工学会ﾌﾟﾗﾅﾘｾﾞｰｼｮﾝCMPとその応用技術専門委員会研究会/2016-06-20--2016-06-20
  • 基調講演「IoT活用と現場改善 -Ibarak-i4へ」
    有馬 澄佳
    第３回IoT・ロボット研究会/2017-07-27
  • 半導体産業のバリュー・チェインの改革：DFMに基づく経営‐技術戦略のアライン
    有馬澄佳
    SEMICON Japan STSサテライトセッション　DFMワークショップ/2011-12-09
  • AEC/APCとDFMの戦略
    (株) 東芝 セミコンダクター社 佐藤 隆 NECエレクトロニクス㈱ 本間 三智夫 筑波大学 有馬 ...
    SEMICON Japan 2008 DFMプロダクトマネジメントワークショップ/2008-12-05
  • AEC/APCとサステイナブルな生産性向上
    13:00 AEC; APCとサステイナブルな生産性向上 筑波大学　有馬 澄佳 14:10　真価を発揮したEE...
    SEMI Forum Japan(SFJ) 2008 VANSセミナー/2008-06-20
  • Strategy for DFM from/to AEC/APC(AEC/APCとDFM戦略)
    有馬 澄佳
    SEMICON Japan 2007　DFMプロダクトマネジメントワークショップ/2007-12-07
  • VLSI組立て工場における設備人員計画システム
    有馬澄佳
    情報通信学会/2000-01-19
  • 生産システム解析のための並行性と競合を考慮したペトリネットツール
    ○有馬澄佳; 齋藤和之; +有馬 澄佳
    計測自動制御学会 東北支部第183回研究集会/1999-07-23
  • 事象発生時間間隔の分布を考慮した生産システム解析のためのペトリネットツール
    ○有馬澄佳; 川鍋昌紀; 齋藤和之; +有馬 澄佳
    電気関係学会東北支部連合大会/2000-08-24
  • Application of Resource Planning System for VLSI Assembly Facility
    Kazuyuki SAITO; Sumika ARIMA; Toshio KOYAMA; and Haruo Y...
    1999 IEEE International Symposium on Semiconductor Manufacturing/1999-10-11
  • Petri Net Simulator of Manufacturing Systems Considering Multiple Machines, Operators, and Maintenance for a Product-Mix
    Sumika ARIMA; Kazuyuki SAITO
    9th IEEE International Symposium on Semiconductor Manufacturing/2000-09-27
  • 多品種生産システムにおけるサービス形態の検討
    有馬澄佳
    日本オペレーションズ・リサーチ学会 春季研究発表会/2003-03-01
  • A Simulation Study on Periodical Priority Dispatching of WIP for Product-Mix Fabrication
    Kazuyuki SAITO; Sumika ARIMA
    13th Advanced Semiconductor Manufacturing Conference/2002-08-25
  • A Novel Dispatch Algorithm Reducing Adjustment Rate in Processing a Product-Mix; Comparison of FCFS, SPT, and New Algorithm
    Kazuyuki SAITO; Sumika ARIMA
    12th IEEE International Symposium on Semiconductor Manufacturing/2003-09-30
  • Distributive and Cooperative Scheduling Considering Multi-Attribute Product-Mix, Feedback Process, and the Dynamic Utility Control in Resource Sharing
    Sumika ARIMA
    15th International Symposium on Semiconductor Manufacturing/2006-09-27
  • 生産の最適化へ：ＥＥＳ・ＡＰＣとDFM/MFDの連携
    オープニングリマーク：東北大学 門田和也; (株) 東芝 佐藤隆 富士通(株)　宮崎則彦 基調講演：ＮＥＣエレク...
    SEMICON Japan 2006　DFMプロダクトマネジメントワークショップ/2006-12-08
Professional activities
2012-04 -- (current)IEEE International symposium on Semicondutor ManufaturingProgram committee member
2018-04 -- (current)International Journal of Production ResearchReviewer
2019-04 -- (current)JSPS Grants-in-Aid for Scientific Research Sub-Committee科研費審査委員
2017-04 -- (current)茨城県IoT推進ラボIoT推進専門家派遣　客員
2010-04 -- (current)IEEJ査読員
2010-04 -- (current)KES International査読員
2006-10 -- (current)AEC/APC Symposium AsiaJapan Program Committee / Vice Chair
2012-07 -- (current)IEEETSM/査読員
2010-04 -- (current)電子情報技術産業協会DFMプロダクトマネジメント小委員会
2006-06 -- (current)電子情報技術産業協会DFMプロダクトマネジメント小委員会
University Management
2022-04 -- (current)論文委員会委員
2022-04 -- (current)障害学生連絡窓口教員
2022-04 -- (current)1年クラス担任
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(Last updated: 2024-09-11)