研究概要/Researh Overview URL

最近の研究/Recent Research


研究業績/Publications and Patents

2021年度 査読付き論文/Publications (reviewed)

  1. L. Qin/覃麗敏, T. Nagata/永田拓也, K. Handa/半田滉太朗, K. Watanabe/渡邉響, T. Maeda/前田拓海, S. Arima,
    "Interaction Modelings for Industrial Data - for final quality estimation and proess integration,"
    Proceeding of AEC/APC symposium Asia 2021, TDA-015, Nov-2021.
  2. Kotsuka Yuhei/小塚雄平, Sumika Arima,
    "Variable Selection for Correlated High-dimensional Data with Infrequent Categorical Variables: based on Sparse Sample Regression and Anomaly Detection Technology,"
    Smart Innovation Systems and Technologies, Springer, 109-125, June-2021.
  3. 藺嘉,佐々木優,森江翔,田中瑛理,有馬澄佳
  4. 「複数種のリソースを共用する多品種生産システムの分散協調スケジューリング-自動車部品後補充生産への適用」 (Cooperative Scheduling for Multi-Type Resource-Sharing System of Product-mix Production- Application to a Post-Replenishment Production of Automobile Parts-)
    日本経営工学会論文誌,72(1), 75-87, 2021.

2020年度 査読付き論文/Publications (reviewed)

  1. T. Tsuji, S. Arima, "Automatic multi-class classification of tiny and faint printing defects
    based on semantic segmentation," Smart Innovation Systems and Technologies, Springer, 101-113, June-2020.
  2. Z. Zhao, Y. Nishi, and S. Arima, "Interaction effects of environment and defect features to
    human cognition and skills in visual inspections," Smart Innovation Systems and Technologies, Springer, 431-448, June-2020.
  3. 日本経営工学会秋季大会 4件(※発表&予稿集/査読なし)
    1. !! 祝・Best Presentation Award!!
      大沼悠人, 有馬澄佳 「微小欠点の高精度検出手法の構築と検証」, 日本経営工学会秋季大会2020要綱集, pp1-4, Oct-2020.
      (2019年度日本経営工学会 優秀学生賞受賞 卒業研究)
    2. 大野智暉, 有馬澄佳 「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」, 日本経営工学会秋季大会2020要綱集, pp1-4, Oct-2020.
    3. 小川陽平, 有馬澄佳 「従属需要の予測手法の構築と検証」, 日本経営工学会秋季大会2020要綱集, pp1-4, Oct-2020.
    4. 半田滉太朗, 有馬澄佳 「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」, 日本経営工学会秋季大会2020要綱集, pp1-4, Oct-2020.
       

2019年度 査読付き論文/Publications (reviewed)

  1. 特許:特願2020-038172号 
    「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」
    所有者:筑波大学、発明者:筑波大学 有馬澄佳, 辻拓幹, 大沼悠斗, 西雄介 (有馬研).
  2. Submitted:Multi-dimensional VM Modeling based on Variable Selection Evaluations for High-dimensional Data,
    Huizhen BU, Takuya NAGATA, Sumika ARIMA
    IEEE Transaction on Semiconductor Manufacturing,pp.1-11
  3. Accepted(but Canceled): "Automatic multi-class classification of tiny printing defects based on semantic segmentation,"
    T. Tsuji, S. Arima
    Proceedings of the International Conference on Pattern Recognition Applications and Methods 2020, pp.1-10.
  4. !!Student Award!! Integrated 2D quality VM modeling:Upscaling and evaluations of High-dimension Low-samples
    Huizhen BU, Sumika ARIMA
    Proceedings of AEC/APC Symposium Asia 2019/pp.1-4, 2019-11. (Oral)
  5. Evaluations of Multi-dimension VM modeling:Low-samples open data and High-samples scalable data
    Sumika ARIMA, Huizhen BU
    Proceedings of AEC/APC Symposium Asia 2019/pp.1-4, 2019-11. (Poster)
  6. Feature Extractions from a High-dimension Low-samples Data for Multi-dimension Virtual Metrology,
    S.ARIMA/有馬澄佳, H. BU/卜恵貞, Y. ONUMA/大沼悠人, K. HANDA/半田滉太郎, T. NAGATA/永田拓也
    Proceedings of The International Symposium on Semiconductor Manufacturing 2019 (Joint symposium e-MDC and ISSM2019), pp.1-4, Sep-2019(in Shinchu, Taiwan).
  7. Applications of Hybrid flowshop schedulings under dynamic constraints of queue time and capacities,
    M. TANAKA/田中元晴, K. NISHIZAWA/西澤奎太, T. OHNO/大野智輝, Y. OGAWA/小川陽介, S. ARIMA/有馬澄佳,
    Proceedings of The International Symposium on Semiconductor Manufacturing 2019 (Joint symposium e-MDC and ISSM2019), pp.1-4, Sep-2019 (in Shinchu, Taiwan).
  8. Development and Evaluation of Chat-bot Systems :The applications of the citizen service procedure, Y. Kotsuka/小塚雄平, R. Murakami/村上僚, S. ARIMA/有馬澄佳
    Proceedings of IIAI 8th International Congress on Advanced Applied Informatics(AAI2019), pp.1-6 (Full paper), July-2019.
    .

2018年度 査読付き論文/Publications (reviewed)

  1. Applications of Sparse Modelling and Principle Component Analysis for the Virtual metrology of comprehensive multi-dimensional quality
    S. ARIMA/有馬澄佳, T. NAGATA/永田拓也, H. Bu/卜恵貞, S. SHIMADA/島田颯己,
    Proceedings of International Conference on Operations Research and Enterprise Systems (ICORES) 2019, Feb.19-21, 2019 (in PRAGUE, Czech Republic).
  2. Real-time Allocation of Multi-Type Production Resource with Due Date grouping for MTO Manufacturing –Semiconductor Wafer Test Process
    S. Arima, M. Tanaka/田中元晴
    Proceedings of The International Symposium on Semiconductor Manufacturing 2018 (ISSM2018), pp.1-4/MC-052, 2018-Dec.10-11th.
  3. Simultaneous Resource Allocation of Multi Resource Constrained Production
    S. Arima, H. Motomiya/本宮広之,
    Proceedings of The International Symposium on Semiconductor Manufacturing 2018 (ISSM2018), pp.1-4/MC-059, 2018-Dec.10-11th.
  4. Dynamic Capacity Allocation and Scheduling for Multi-type Resource Sharing Systems
    H. Bu, H/卜恵貞, H. Motomiya/本宮広之, S. Arima
    Proceedings of The 13th International Symposium on Operations Research and its Applications in engineering, technology and management (ISORA 2018), pp.1-12/S42, 2018-Aug. 22-26th
  5. Forecasting Call Center Arrivals using a Hybrid Model composed by Multiple Regression and LSTM
    Y. Akiyama/秋山裕, Y. Zhang/張羽トン, H. Sato, S. Arima
    Proceedings of The 13th International Symposium on Operations Research and its Applications in engineering, technology and management (ISORA 2018), pp.1-6/S24, 2018-Aug. 22-26th
  6. Common sensing and Analyses to visualize a Production Process with Parallely Utilized Resource –Job-shop and Flow-shop cases
    Sumika ARIMA, M. TANAKA/田中元晴, T. NAGATA/永田拓也, Y. NISHI/西雄介
    Proceedings of IIAI 7th International Congress on Advanced Applied Informatics (AAI2018)/pp.1-6, 2018-07
  7. Development of a Hybrid-flow Scheduling System Considering with Individual Due-date and Uncontrollable Processing Time for MTO Production
    Sumika ARIMA, K.SHINODA/篠田憲汰,K.ONODERA/小野寺翔
    Proceedings of 7th International Congress on Advanced Applied Informatics/pp.1-5, 2018-07
  8. Work Study System Using Indoor Positioning Technology
    Sumika ARIMA, T. TSUJI/辻拓幹, Y. KOTSUKA/小塚雄平
    Proceedings of 7th International Congress on Advanced Applied Informatics/pp.1-6, 2018-07

2017年度

  1. Sparse Modeling for Automatic Extraction of Variables to build accurate Virtual Metrology Model
    Sumika ARIMA, Yuri ISHIZAKI/石崎祐莉, HuiZhen Bu/卜恵貞 
    Proceedings of AEC/APC Symposium Asia 2017/pp.1-4, 2017-11
  2. Dynamic Scheduling of Product-mix Production Systems of MTS and MTO
    Sumika ARIMA, Yutong ZHANG, Yutaka AKIYAMA,Toshiyuki TAKAMATSU/高松利幸,
    Proceedings of IEEE International Symposium on Semiconductor Manufacturing 2017/pp.1-4, 2017-09
  3. Real-time Resource Allocations and Shceduling of Product-mix Production Systems with Multi-type jigs
    Sumika ARIMA, Yutaka AKIYAMA/秋山裕, H. Bu/卜恵貞
    Proceedings of IEEE international symposium on Semiconductor Manufacturing (Joint symposium e-MDC and ISSM2017)/pp.1-4, 2017-09
  4. 国際特願(台湾)01151072, 発明I594100 「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」(発明者:畠(有馬)澄佳、山崎雄大,  出願人:筑波大学) (登録: 2017年8月1日)
  5. 優秀賞受賞!
    「民間データの活用による既存指標の精度向上-地域活性度指標と因果構造モデル」
    有馬澄佳研究室, 新しい経済産業指標開発コンテスト2016最終報告会要綱/pp.1-28, 2017-02

2016年

  1. S. ARIMA, H. MOTOMIYA, Y. AKIYAMA: "Simultaneous Assignments of Multiple Types of Production Resources in Semiconductor Manufacturing," Proceedings of IEEE International Symposium on Semiconductor Manufacturing 2016, MC-O-067 (pp.1-4), IEEE, Dec. 2016.
  2. S. ARIMA, H. BU, K. KITAMOTO, et.al. "Optimal Production and Capacity Planning for Make-to-Order type Semiconductor Production Systems," Proceedings of IEEE International Symposium on Semiconductor Manufacturing 2016, MC-O-067 (pp.1-4), IEEE, Dec. 2016.
  3. 特許第6044977号(日本) 「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」 (発明者:畠(有馬)澄佳、山崎雄大 、 出願人:筑波大学) (登録:2016年11月25日)
  4. (招待論文)有馬澄佳: 「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」, 精密工学会 プラナリゼーションCMPとその応用技術専門委員会 第150回研究会記念 招待論文集, 精密工学会, pp.1-6, 2016年6月20日.

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  • TRIOS (Sumika ARIMA)