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2019 Fiscal Year Annual Research Report

Research on autonomous cooperative self-adaptation mechanisms and formal verification of them

Research Project

Project/Area Number 18H03229
Research InstitutionThe University of Electro-Communications

Principal Investigator

田原 康之  電気通信大学, 大学院情報理工学研究科, 准教授 (30390602)

Co-Investigator(Kenkyū-buntansha) 清 雄一  電気通信大学, 大学院情報理工学研究科, 准教授 (20700157)
鄭 顕志  早稲田大学, 理工学術院, 准教授(任期付) (40434295)
中川 博之  大阪大学, 情報科学研究科, 准教授 (40508834)
石川 冬樹  国立情報学研究所, アーキテクチャ科学研究系, 准教授 (50455193)
一色 正男  神奈川工科大学, 創造工学部, 教授 (90567364)
Project Period (FY) 2018-04-01 – 2022-03-31
Keywords自己適応システム / IoT / 自律協調システム / 形式検証 / セキュリティ・プライバシ
Outline of Annual Research Achievements

令和元,2年度は,(1) 個々の機器が検知できない環境変化に対し,他の機器が問題の機器の振舞いを監視し,環境変化の有無をそれらの機器が慎重に相談し合った上で気づくための協調手法の改良を行い,(2) 機器単体では対応できない環境変化に対し,自己適応機構同士で協調して適応する手法の改良を行い,(3) 複雑なシステムの振舞いが正しく機能することを保証する技術として有望視されている形式検証を適用することにより,協調動作が正しく機能するかどうかを検証する手法の改良を行い,(4) 協調動作を行う自己適応機構によるものも含め,IoT システムにおけるプライバシ侵害を防止する仕組みの改良を行い,(5) (1)~(4) の各機構・手法を統合した,IoT向け自律協調自己適応ミドルウェアの開発と予備実験を進めた.

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

令和2年度の研究実績の各項目について,年度当初の研究実施計画のサブテーマ1~5に記載した内容を,おおむね達成できているため.

Strategy for Future Research Activity

今後は,研究計画調書に記載した計画の通りに推進する予定である.

  • Research Products

    (118 results)

All 2020 2019 Other

All Journal Article (18 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 18 results,  Open Access: 9 results) Presentation (98 results) (of which Int'l Joint Research: 52 results,  Invited: 5 results) Remarks (2 results)

  • [Journal Article] Semantic Diversity: Privacy Considering Distance Between Values of Sensitive Attribute2020

    • Author(s)
      Keiichiro Oishi, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Journal Title

      Computers & Security

      Volume: Vol.94, 101823 Pages: 1-18

    • DOI

      10.1016/j.cose.2020.101823

    • Peer Reviewed
  • [Journal Article] Knowledge Graph Completion to Solve University Campus Issues2020

    • Author(s)
      Yuto Tsukagoshi, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Journal Title

      Journal of Data Intelligence

      Volume: Vol.1, No.3 Pages: 333-350

    • DOI

      10.26421/JDI1.3

    • Peer Reviewed / Open Access
  • [Journal Article] 社会課題解決に向けたナレッジグラフと欠損推定手法の提案~学内駐輪環境改善の試み~2020

    • Author(s)
      塚越 雄登,川村 隆浩,清 雄一,田原 康之,大須賀 昭彦
    • Journal Title

      電気学会論文誌C

      Volume: Vol.140, No.8 Pages: 905-915

    • DOI

      10.1541/ieejeiss.140.905

    • Peer Reviewed / Open Access
  • [Journal Article] 位置情報とタイムスタンフ?の有用性を調整可能な移動軌跡匿名化手法2020

    • Author(s)
      千葉 智樹,清 雄一,田原 康之,大須賀 昭彦
    • Journal Title

      電気学会論文誌C

      Volume: Vol.140, No.8 Pages: 956-963

    • DOI

      10.1541/ieejeiss.140.956

    • Peer Reviewed / Open Access
  • [Journal Article] Differentially Private Mobile Crowd Sensing Considering Sensing Errors2020

    • Author(s)
      Yuichi Sei, Akihiko Ohsuga
    • Journal Title

      Sensors

      Volume: Vol.20, No.10, 2785 Pages: 1-25

    • DOI

      10.3390/s20102785

    • Peer Reviewed / Open Access
  • [Journal Article] Using simulated annealing for locating array construction2020

    • Author(s)
      Tatsuya Konishi, Hideharu Kojima, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya
    • Journal Title

      Information and Software Technology

      Volume: Vol. 126, 106346 Pages: -

    • DOI

      10.1016/j.infsof.2020.106346

    • Peer Reviewed
  • [Journal Article] Interactive Goal Model Construction Based on a Flow of Questions2020

    • Author(s)
      Hiroyuki Nakagawa, Hironori Shimada, Tatsuhiro Tsuchiya
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E103-D, No.06 Pages: 1309-1318

    • DOI

      10.1587/transinf.2019KBP0015

    • Peer Reviewed / Open Access
  • [Journal Article] Finding minimum locating arrays using a CSP solver2020

    • Author(s)
      Tatsuya Konishi, Hideharu Kojima, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya
    • Journal Title

      Fundamenta Informaticae

      Volume: Vol. 174 No. 1 Pages: 27-42

    • DOI

      10.3233/FI-2020-1929

    • Peer Reviewed
  • [Journal Article] Linked Dataを用いた俯瞰的な多肢選択式問題自動生成手法の提案2019

    • Author(s)
      奥原 史佳,清 雄一,田原 康之,大須賀 昭彦
    • Journal Title

      情報処理学会論文誌

      Volume: 60 Pages: 1738-1756

    • Peer Reviewed
  • [Journal Article] Do You Like Sclera? Sclera-region Detection and Colorization for Anime Character Line Drawings2019

    • Author(s)
      Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
    • Journal Title

      International Journal of Networked and Distributed Computing

      Volume: 7 Pages: 113-120

    • DOI

      10.2991/ijndc.k.190711.001

    • Peer Reviewed / Open Access
  • [Journal Article] “Never fry carrots without chopping” Generating Cooking Recipes from Cooking Videos Using Deep Learning Considering Previous Process2019

    • Author(s)
      Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
    • Journal Title

      International Journal of Networked and Distributed Computing

      Volume: 7 Pages: 107-112

    • DOI

      10.2991/ijndc.k.190710.002

    • Peer Reviewed / Open Access
  • [Journal Article] Anonymization of Sensitive Quasi-Identifiers for l-diversity and t-closeness2019

    • Author(s)
      Yuichi Sei, Hiroshi Okumura, Takao Takenouchi, Akihiko Ohsuga
    • Journal Title

      IEEE Transactions on Dependable and Secure Computing

      Volume: 16 Pages: 580-593

    • DOI

      10.1109/TDSC.2017.2698472

    • Peer Reviewed
  • [Journal Article] 自己適応システムのための環境モデル実行時更新手法2019

    • Author(s)
      田邉 萌香,鄭 顕志,本位田 真一
    • Journal Title

      情報処理学会論文誌

      Volume: 60 Pages: 1617-1630

    • Peer Reviewed
  • [Journal Article] Change Impact Analysis for Refinement-Based Formal Specification2019

    • Author(s)
      Shinnosuke Saruwatari, Fuyuki Ishikawa, Tsutomu Kobayashi, Shinichi Honiden
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: 8 Pages: 1462-1477

    • DOI

      10.1587/transinf.2018FOP0006

    • Peer Reviewed / Open Access
  • [Journal Article] 環境変化時に保証可能な安全性を特定するためのゲーム分析アルゴリズム2019

    • Author(s)
      相澤 和也,鄭 顕志,本位田 真一
    • Journal Title

      情報処理学会論文誌

      Volume: 60 Pages: 1025-1039

    • Peer Reviewed
  • [Journal Article] 単語の出現頻度と類似性に基づいたトピックモデル洗練化手法2019

    • Author(s)
      東 和幸,高橋 仁,中川 博之,土屋 達弘
    • Journal Title

      コンピュータソフトウェア

      Volume: 4 Pages: 4_25-4_31

    • DOI

      10.11309/jssst.36.4_25

    • Peer Reviewed / Open Access
  • [Journal Article] Expression Caching for Runtime Verification Based on Parameterized Probabilistic Models2019

    • Author(s)
      Hiroyuki Nakagawa, Hiromu Toyama, Tatsuhiro Tsuchiya
    • Journal Title

      The Journal of Systems & Software

      Volume: 156 Pages: 300-311

    • DOI

      10.1016/j.jss.2019.07.007

    • Peer Reviewed
  • [Journal Article] Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters2019

    • Author(s)
      Quanwang Wu, Fuyuki Ishikawa, Qingsheng Zhu, Yunni Xia
    • Journal Title

      IEEE Transactions on Services Computing

      Volume: 12 Pages: 550-563

    • DOI

      10.1109/TSC.2016.2616868

    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Why Do Users Choose a Hotel over Others? Review Analysis Using Interpretation Method of Machine Learning Models2020

    • Author(s)
      Takayuki Onogawa, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Big Data Analytics (ICBDA)
    • Int'l Joint Research
  • [Presentation] Ontology-Based Correlation Detection Among Heterogeneous Data Sets: A Case Study of University Campus Issues2020

    • Author(s)
      Yuto Tsukagoshi, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
    • Int'l Joint Research
  • [Presentation] A Defense Method against Poisoning Attacks on IoT Machine Learning Using Poisonous Data2020

    • Author(s)
      Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
    • Int'l Joint Research
  • [Presentation] Stack performance improvement of stacked U-Net2020

    • Author(s)
      Satoru Mizusawa, Yuichi Sei, Akihiko Ohsuga
    • Organizer
      IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)
    • Int'l Joint Research
  • [Presentation] Codewords Detection in Microblogs Focusing on Differences in Word Use Between Two Corpora2020

    • Author(s)
      Takuro Hada, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE)
    • Int'l Joint Research
  • [Presentation] Detection of the hardcoded login information from socket symbols2020

    • Author(s)
      Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE)
    • Int'l Joint Research
  • [Presentation] Fake News Detection with Generated Comments for News Articles2020

    • Author(s)
      Yuta Yanagi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
    • Organizer
      IEEE International Conference on Intelligent Engineering Systems (INES)
    • Int'l Joint Research
  • [Presentation] Web/IoT横断的プライバシ保護データ解析基盤発2020

    • Author(s)
      清雄一
    • Organizer
      SMASH20 Winter Symposium
    • Invited
  • [Presentation] コーパス間での類似語の差異に着目したマイクロブログにおける隠語検出2020

    • Author(s)
      羽田 拓朗, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] 次元間の関係に着目したドメインオントロジーに基づく異種データ間の関連性発見2020

    • Author(s)
      塚越 雄登, 江上 周作, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] IoT環境における機械学習のポイズニング攻撃に対して攻撃を逆利用した防御手法2020

    • Author(s)
      千葉 智樹, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] 深層強化学習を用いたサッカータスクにおける行動獲得に関する考察2020

    • Author(s)
      阿部 宇志, 折原 良平, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] 冷蔵庫内配置を意識した食材管理システムの開発2020

    • Author(s)
      中野 芙美, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] Method for Low-Cost Environment Partitioning Modeling in Dynamic Update2020

    • Author(s)
      Takuto Yamauchi, Kenji Tei, Shinichi Honiden
    • Organizer
      IEEE Third International Conference on AI and Knowledge Engineering (AIKE)
    • Int'l Joint Research
  • [Presentation] Method of Applying Df-pn Algorithm to On-the-fly Controller Synthesis2020

    • Author(s)
      Kengo Kuwana, Kenji Tei, Yoshiaki Fukazawa, Shinichi Honiden
    • Organizer
      IEEE Third International Conference on AI and Knowledge Engineering (AIKE)
    • Int'l Joint Research
  • [Presentation] Identifying achievable goals for adaptive replanning against runtime environment change2020

    • Author(s)
      Jialong Li, Kenji Tei, Shinichi Honiden
    • Organizer
      The 20th International Conference on Intelligent Systems Design and Applications (ISDA)
    • Int'l Joint Research
  • [Presentation] モデル検査における複雑な検査式に対する反例解析手法の提案2020

    • Author(s)
      大池勇太郎,小形真平,青木善貴,中川博之,小林一樹,岡野浩三
    • Organizer
      ソフトウェアエンジニアリングシンポジウム(SES2020)
  • [Presentation] グラフ化による制御ループに関する反例の可視化手法の提案2020

    • Author(s)
      青木善貴,小形真平,小林一樹,中川博之
    • Organizer
      ソフトウェアエンジニアリングシンポジウム(SES2020)
  • [Presentation] 要求-テストケース間のカバレッジ分析におけるグラフクエリの応用可能性の検討2020

    • Author(s)
      有若新悟,中川博之,土屋達弘
    • Organizer
      電子情報通信学会 知能ソフトウェア工学研究会(SIG-KBSE)
  • [Presentation] リアルおうちエミュレータ ― 卒 FIT に適したシミュレーションシステム ―2020

    • Author(s)
      楊 青, 志田匠, 関家一雄, 一色正男
    • Organizer
      情報処理学会コンシューマ・デバイス&システム研究会
  • [Presentation] 記事コメント生成によるフェイクニュースの早期検出2020

    • Author(s)
      栁 裕太, 折原 良平, 清 雄一, 田原 康之, 大須賀 昭彦
    • Organizer
      SMASH20 Summer Symposium
  • [Presentation] Expression Caching for Runtime Verification Based on Parameterized Probabilistic Models2020

    • Author(s)
      Hiroyuki Nakagawa, Hiromu Toyama, Tatsuhiro Tsuchiya
    • Organizer
      The 41st IEEE Real-Time Systems Symposium (RTSS 2020)
    • Int'l Joint Research
  • [Presentation] An Explainable Deep Learning Approach for Adaptation Space Reduction2020

    • Author(s)
      Alhassan Boner Diallo, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya
    • Organizer
      IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS 2020)
    • Int'l Joint Research
  • [Presentation] An Automated Goal Labeling Method Based on User Reviews2020

    • Author(s)
      Shuaicai Ren, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya
    • Organizer
      the 32nd International Conference on Software Engineering & Knowledge Engineering (SEKE 2020)
    • Int'l Joint Research
  • [Presentation] 効率的な動的検証のためのパラメータ化確率モデルに基づいた検証式キャッシュ2020

    • Author(s)
      中川博之, 外山大夢,土屋達弘
    • Organizer
      情報処理学会 ソフトウェアエンジニアリングシンポジウム(SES2020)
    • Invited
  • [Presentation] Formal Distributed Protocol Development for Reservation of Railway Sections2020

    • Author(s)
      Paulius Stankaitis, Alexei Iliasov, Tsutomu Kobayashi, Yamine Ait-Ameur, Alexander Romanovsky, Fuyuki Ishikawa
    • Organizer
      The 7th International Conference on Rigorous State Based Methods
    • Int'l Joint Research
  • [Presentation] Efficient Difference Analysis Algorithm for Runtime Requirement Degradation under System Functional Fault2020

    • Author(s)
      Jialong Li, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
    • Organizer
      The 18th IEEE International Conference on Embedded and Ubiquitous Computing
    • Int'l Joint Research
  • [Presentation] Privacy-preserving IoT Data Mining2019

    • Author(s)
      Yuichi Sei
    • Organizer
      Conference on Intelligent Computing, Communication & Applied Technologies (CICCAT)
    • Int'l Joint Research / Invited
  • [Presentation] Knowledge Graph of University Campus Issues and Application of Completion Methods2019

    • Author(s)
      Yuto Tsukagoshi, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      International Conference on Information Integration and Web-based Applications & Services (iiWAS)
    • Int'l Joint Research
  • [Presentation] Mis.Config: Finding Misreferred Configuration Bugs In Web Application Using Thin Slicing2019

    • Author(s)
      Minami Yoda, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Intelligence Science (ICIS)
    • Int'l Joint Research
  • [Presentation] Self-Adaptation for Heterogeneous Client-Server Online Games2019

    • Author(s)
      Satoru Yamagata, Hiroyuki Nakagawa, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Intelligence Science (ICIS)
    • Int'l Joint Research
  • [Presentation] Trajectory Anonymization: Balancing Usefulness about Position Information and Timestamp2019

    • Author(s)
      Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      IFIP International Conference on New Technologies, Mobility & Security (NTMS)
    • Int'l Joint Research
  • [Presentation] Multi-task Deep Reinforcement Learning with Evolutionary Algorithm and Policy Gradients Method in 3D Control Tasks2019

    • Author(s)
      Shota Imai, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
    • Int'l Joint Research
  • [Presentation] Model smoothing using virtual adversarial training for speech emotion estimation2019

    • Author(s)
      Toyoaki Kuwahara, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
    • Int'l Joint Research
  • [Presentation] Do You Like the Sclera?: Sclera-Region Detection in Line Drawings for Automated Colorization2019

    • Author(s)
      Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
    • Int'l Joint Research
  • [Presentation] "Never fry carrots without cutting." Cooking Recipe Generation from Videos Using Deep Learning Considering Previous Process2019

    • Author(s)
      Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
    • Int'l Joint Research
  • [Presentation] A Method for Goal Model Repair Based on Process Mining2019

    • Author(s)
      Hiroki Horita, Hideaki Hirayama, Takeo Hayase, Yasuyuki Tahara and Akihiko Ohsuga
    • Organizer
      IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
    • Int'l Joint Research
  • [Presentation] Analysis space reduction with state merging for ensuring safety properties of self-adaptive systems2019

    • Author(s)
      Kazuya Aizawa, Kenji Tei, Shinichi Honiden
    • Organizer
      The 16th IEEE Int’l Conf. on Advanced and Trusted Computing (ATC 2019)
    • Int'l Joint Research
  • [Presentation] Towards Real-time Self-adaptation Using a Verification Mechanism2019

    • Author(s)
      Hiroyuki Nakagawa, Hiroki Tsuda, Tatsuhiro Tsuchiya
    • Organizer
      in Proc. of the 31st Euromicro Conference on Real-Time Systems (ECRTS 2019) (WiP Session)
    • Int'l Joint Research
  • [Presentation] Modelling and Analysing Resilient Cyber-Physical Systems2019

    • Author(s)
      Amel Bennaceur, Carlo Ghezzi, Kenji Tei, et al.
    • Organizer
      the 14th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS2019)
    • Int'l Joint Research
  • [Presentation] A Runtime Monitoring Framework to Enforce Invariants on Reinforcement Learning Agents Exploring Complex Environments2019

    • Author(s)
      Piergiuseppe Mallozzi, Ezequiel Gustavo Castellano, Patrizio Pelliccione, Gerardo Schneider and Kenji Tei
    • Organizer
      2nd International Workshop on Robotics Software Engineering (RoSE 2019)
    • Int'l Joint Research
  • [Presentation] Minimising Makespan of Discrete Controllers: A Qualitative Approach2019

    • Author(s)
      Ezequiel Castellano, Victor Braberman, Nicolas D’Ippolito, Sebastian Uchitel, Kenji Tei
    • Organizer
      58th IEEE Conference on Decision and Control (CDC 2019)2019
    • Int'l Joint Research
  • [Presentation] An efficient co-Attention Neural Network for Social Recommendation2019

    • Author(s)
      Munan Li, Kenji Tei, and Yoshiaki Fukazawa
    • Organizer
      IEEE/WIC/ACM International Conference on Web Intelligence (WI’19)
    • Int'l Joint Research
  • [Presentation] Toward identifying safety properties guaranteed simultaneously with a liveness property at runtime2019

    • Author(s)
      Kazuya Aizawa, Kenji Tei, Shinichi Honiden
    • Organizer
      The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
    • Int'l Joint Research
  • [Presentation] Analysis Space Reduction Method with Decomposing Control Problem2019

    • Author(s)
      Takuto Yamauchi, Kenji Tei, Shinichi Honiden
    • Organizer
      The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
    • Int'l Joint Research
  • [Presentation] An Algorithm for Discrete Controller Synthesis at Runtime based on Difference Information of Changed Environment2019

    • Author(s)
      Takanori Hirano, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
    • Organizer
      The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
    • Int'l Joint Research
  • [Presentation] Analysis of changed game space for ensuring safety properties at runtime2019

    • Author(s)
      Jialong Li, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
    • Organizer
      The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
    • Int'l Joint Research
  • [Presentation] A Mutation-based Approach for Assessing Weight Coverage of a Path Planner2019

    • Author(s)
      Thomas Laurent, Paolo Arcaini, Fuyuki Ishikawa and Anthony Ventresque
    • Organizer
      The 26th Asia-Pacific Software Engineering Conference (APSEC 2019)
    • Int'l Joint Research
  • [Presentation] Learning-Based Falsification for Model Families of Cyber-Physical Systems2019

    • Author(s)
      Koki Kato, Fuyuki Ishikawa
    • Organizer
      The 24th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2019)
    • Int'l Joint Research
  • [Presentation] Assessing the Relation Between Hazards and Variability in Automotive Systems2019

    • Author(s)
      [Best Paper Award] Xiaoyi Zhang, Paolo Arcaini, Fuyuki Ishikawa
    • Organizer
      The 24th International Conference on Engineering of Complex Computer Systems (ICECCS 2019)
    • Int'l Joint Research
  • [Presentation] Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems2019

    • Author(s)
      [Industry Best Paper] Hiroshi Kuwajima, Fuyuki Ishikawa
    • Organizer
      The 30th International Symposium on Software Reliability Engineering (ISSRE 2019 Industry Track)
    • Int'l Joint Research
  • [Presentation] Stability Analysis for Safety of Automotive Multi-Product Lines: A Search-Based Approach2019

    • Author(s)
      Nian-ze Lee, Paolo Arcaini, Shaukat Ali, Fuyuki Ishikawa
    • Organizer
      The Genetic and Evolutionary Computation Conference (GECCO 2019)
    • Int'l Joint Research
  • [Presentation] How do Engineers Perceive Difficulties in Engineering of Machine-Learning Systems? - Questionnaire Survey2019

    • Author(s)
      Fuyuki Ishikawa, Nobukazu Yoshioka
    • Organizer
      CESSER-IP 2019
    • Int'l Joint Research
  • [Presentation] Contemporary Requirements Challenges and Issues: An Empirical Study in 11 Organizations2019

    • Author(s)
      Feng Chen, Norah Power, J. J. Collins, Fuyuki Ishikawa
    • Organizer
      Requirements Engineering Track at The 34th Symposium on Applied Computing (SAC 2019)
    • Int'l Joint Research
  • [Presentation] Tackling Uncertainty in Safety Assurance for Machine Learning: Continuous Argument Engineering with Attributed Tests2019

    • Author(s)
      Yutaka Matsuno, Fuyuki Ishikawa, Susumu Tokumoto
    • Organizer
      The 2nd International Workshop on Artificial Intelligence Safety Engineering (WAISE 2019 poster) at The 38th International Conference on Computer Safety, Reliability and Security (SAFECOMP 2019)
    • Int'l Joint Research
  • [Presentation] Modelling and Analysing Resilient Cyber-Physical Systems2019

    • Author(s)
      Amel Bennaceur, Carlo Ghezzi, Kenji Tei, et al.
    • Organizer
      The 14th Symposium on Software Engineering for Adaptive and Self-Managing Systems 2019 (SEAMS 2019, NIER:New Ideas and Emergent Results)
    • Int'l Joint Research
  • [Presentation] Scenario Sampling for Cyber Physical Systems using Combinatorial Testing2019

    • Author(s)
      Akihisa Yamada, Clovis Eberhart, Fuyuki Ishikawa, Nian-Ze Lee
    • Organizer
      The 8th International Workshop on Combinatorial Testing (IWCT 2019)
    • Int'l Joint Research
  • [Presentation] Proposal to Make IoT (ECHONE Lite) Devices,Human Behavior Sensors for Life Action Recognition2019

    • Author(s)
      Yoshiki Sano, Riku Masuda, Naoki Matsukata, Sakai Takahiro, Moe Hamamoto, Hiroshi Sugimura, Masao Isshiki
    • Organizer
      2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
    • Int'l Joint Research
  • [Presentation] Improvement of the Device Descriptions of ECHONET Lite by Adding Version Specific Information2019

    • Author(s)
      Hiroyuki Fujita, Hiroshi Sugimura, Moe Hamamoto, Masao Isshiki
    • Organizer
      2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
    • Int'l Joint Research
  • [Presentation] Investigation of Home Routers with Connectivity Issues and Proposal for Improving Interconnectivity2019

    • Author(s)
      Moe Hamamoto, Takashi Murakami, Hiroshi Sugimura, Masao Isshiki
    • Organizer
      2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
    • Int'l Joint Research
  • [Presentation] Development of High Speed Flashing Line Display Using Eyeball Movement2019

    • Author(s)
      Naoki Kawasaki, Kyohei Wakabayashi, Makiko Okumura, Takayuki Misu, Keiichi Abe,Hiroshi Sugimura
    • Organizer
      2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)
    • Int'l Joint Research
  • [Presentation] Resolving IGMP Difference among Routers and Devices for Improving Interconnectivity in Home Networks2019

    • Author(s)
      Moe Hamamoto, Takashi Murakami, Hiroshi Sugimura and Masao Isshiki
    • Organizer
      The 12th International Conference on Ubi-Media Computing (Ubi-Media 2019)
    • Int'l Joint Research
  • [Presentation] COMPARISON OF IOT DEVICES ARCHITECTURE IN HOME NETWORK2019

    • Author(s)
      Takashi Murakami, Hiroshi Sugimura, Masao Isshiki
    • Organizer
      The 5th International Conference on Connected Smart Cities 2019 (CSC 2019)
    • Int'l Joint Research
  • [Presentation] IoT-Smart house to create happiness of people based with ISO/IEC 14543-4-3(ECHONET Lite)2019

    • Author(s)
      Masao Isshiki, Yuuji Sasagawa, Hiroyuki Fujita, Hiroshi Sugimura, and Takashi Murakami
    • Organizer
      International Symposium on Novel and Sustainable Technology
    • Int'l Joint Research
  • [Presentation] Adaptation Plan Policy in Traffic Routing for Priority Vehicle2019

    • Author(s)
      Krishna Priawan Hardinda,Yuichi Sei,Yasuyuki Tahara,Akihiko Ohsuga
    • Organizer
      ソフトウェア工学の基礎ワークショップ(FOSE)
  • [Presentation] 進化的計算での動的なアーキテクチャ変更と方策勾配法を用いた3次元制御タスクにおけるマルチタスク深層強化学習2019

    • Author(s)
      今井翔太,折原良平,清雄一,折原良平,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] 以前の調理工程を考慮し深層学習を用いた料理動画からのレシピ生成2019

    • Author(s)
      藤井竜希,折原良平,清雄一,折原良平,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] 自発性を考慮した音声による感情推定のための仮想敵対的学習によるモデル平滑化2019

    • Author(s)
      桑原豊明,折原良平,清雄一,折原良平,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] cGANを用いた線画の髪領域シェーディングスタイル転写手法の検討2019

    • Author(s)
      逢澤昌志,折原良平,清雄一,折原良平,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] Stacked U-NetによるCT画像再構成2019

    • Author(s)
      水澤悟,清雄一,折原良平,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] 機械学習モデルの解釈手法による競合を考慮したレビュー分析2019

    • Author(s)
      小野川稜之,折原良平,清雄一,田原康之,大須賀昭彦
    • Organizer
      合同エージェントワークショップ&シンポジウム (JAWS)
  • [Presentation] 機械学習モデルの解釈手法による競合サービスと比較したレビュー分析2019

    • Author(s)
      小野川稜之,折原良平,清雄一,田原康之,大須賀昭彦
    • Organizer
      日本ソフトウェア科学会大会
  • [Presentation] Negotiation Protocol in Traffic Routing for Priority Vehicle2019

    • Author(s)
      Hardinda Krishna Priawan,清雄一,田原康之,大須賀昭彦
    • Organizer
      日本ソフトウェア科学会大会
  • [Presentation] 機械学習の解釈手法を利用したレビュー分析2019

    • Author(s)
      小野川稜之,清雄一,田原康之,折原良平,大須賀昭彦
    • Organizer
      電子情報通信学会人工知能と知識処理研究会
  • [Presentation] グレースケール人物線画の自動彩色におけるGrabcutによるデータセット作成及び白目領域検出手法の検討2019

    • Author(s)
      逢澤昌志,清雄一,田原康之,大須賀昭彦
    • Organizer
      人工知能学会全国大会
  • [Presentation] 進化的計算と方策勾配法による学習を用いた3次元制御タスクにおけるマルチタスク深層強化学習2019

    • Author(s)
      今井翔太,清雄一,田原康之,大須賀昭彦
    • Organizer
      人工知能学会全国大会
  • [Presentation] 環境変化の差分情報を用いた離散制御器の実行時差分合成アルゴリズム2019

    • Author(s)
      平野 貴規,相澤 和也,鄭 顕志,鷲崎 弘宜,本位田 真一
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] Dynamic Updating Controller自動生成のための環境モデル構築における関心事分離手法2019

    • Author(s)
      山内 拓人,鄭 顕志,鷲崎 弘宜,本位田 真一
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] 鉄道制御システムに特化した離散制御器合成における状態削減モデリング手法2019

    • Author(s)
      桑名 賢吾,鄭 顕志,半田 隆信,柳井 法貴,西面 敦義,深澤 良彰,本位田 真一
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] 実行時requirement enhancementのためのゲーム空間の差分分析アルゴリズム2019

    • Author(s)
      李 家隆,相澤 和也,鄭 顕志,鷲崎 弘宜,本位田 真一
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] 自己適応システムはなぜ動くのか:自己適応化技術とその応用2019

    • Author(s)
      中川博之
    • Organizer
      大阪大学情報科学研究科 2019 年度第 5 回ランチセミナー
    • Invited
  • [Presentation] 確率的モデル検査器を用いた制御ループの定量的検証の試案2019

    • Author(s)
      青木善貴,小形真平,小林一樹,中川博之
    • Organizer
      ソフトウェア工学の基礎ワークショップ FOSE 2019
  • [Presentation] エージェント指向設計に基づいた CPS/IoTシステム設計の有効性に関する考察2019

    • Author(s)
      中川博之,小形真平,青木善貴,小林一樹
    • Organizer
      合同エージェントワークショップ&シンポジウム 2019(JAWS2019)
  • [Presentation] 文書間の類似度に基づいたトレーサビリティリンクの精度向上手法の検討2019

    • Author(s)
      東和幸,中川博之,土屋達弘
    • Organizer
      電子情報通信学会 知能ソフトウェア工学研究会(SIG-KBSE)
  • [Presentation] word2vec とゴールモデルの階層性を利用した類似ゴール検出方法の提案2019

    • Author(s)
      石川公一,小形真平,中川博之,岡野浩三
    • Organizer
      電子情報通信学会 知能ソフトウェア工学研究会(SIG-KBSE)
  • [Presentation] 不具合原因分析支援のための NuSMV 反例解析手法の試案2019

    • Author(s)
      大池勇太郎,小形真平,青木善貴,中川博之,小林一樹,岡野浩三
    • Organizer
      電子情報通信学会 知能ソフトウェア工学研究会(SIG-KBSE)
  • [Presentation] NuSMV の反例に対する自動検証による解析支援ツールの試作2019

    • Author(s)
      大池勇太郎,小形真平,青木善貴,中川博之,岡野浩三
    • Organizer
      情報処理学会第 51 回組込みシステム研究発表会(SIGEMB)
  • [Presentation] 要件定義計画を強化するアセスメント項目の提案2019

    • Author(s)
      渋谷 公寛,越前谷 達朗,久保 光寛,新田 史弥,吉竹 宏幸,石川 冬樹,栗田 太郎
    • Organizer
      ソフトウェア・シンポジウム2019(SS 2019)
  • [Presentation] 融合分野としての機械学習工学における技術チャレンジ2019

    • Author(s)
      石川 冬樹,今井 健男,勝股 審也,末永 幸平,杉山 麿人,関山 太朗,蓮尾 一郎,原 聡,丸山 宏,吉岡 信和,鷲崎 弘宜
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019・ポスター)
  • [Presentation] 機械学習応用システムのテストにおける入力空間分割の評価2019

    • Author(s)
      石川 冬樹,徳本 晋
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019・ポスター)
  • [Presentation] 機械学習エンジニアのデータ分析と知識習得を支援するツールMALSS2019

    • Author(s)
      鴨志田 亮太,石川 冬樹
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019・ポスター)
  • [Presentation] 為替レート予測における機械学習システムのモニタリング手法の検討2019

    • Author(s)
      北野 健太,石川 冬樹
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019)
  • [Presentation] 機械学習システムの動的な保証のための支援ツール開発2019

    • Author(s)
      小池 湧大,松野 裕,石川 冬樹
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019)
  • [Presentation] 機械学習活用に向けた解釈手段の比較考察2019

    • Author(s)
      太田 裕一,北野 健太,早川 芳昭,石川 冬樹
    • Organizer
      第2回機械学習工学ワークショップ(MLSE夏合宿2019)
  • [Presentation] スマートメーターとHEMSを利用した実住宅での生活行動推定2019

    • Author(s)
      佐野 芳樹,松方 直樹,酒井 貴洋,増田 陸,濱本 望絵,杉村 博,一色 正男
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] コミュニケーションロボット内のログデータを用いた生活見守りサービスの検討2019

    • Author(s)
      布施 宏樹,村田 龍一,植竹 活夫,中村 怜央,奥村 万規子,一色 正男,安部 惠一
    • Organizer
      マルチメディア,分散協調とモバイルシンポジウム
  • [Presentation] IoT(HEMS)利用の高齢者高度見守りシステム2019

    • Author(s)
      佐野 芳樹,濱本 望絵,杉村 博,一色 正男
    • Organizer
      研究報告コンシューマ・デバイス&システム(CDS)
  • [Presentation] AI技術の概観と熱交換器への応用2019

    • Author(s)
      清雄一
    • Organizer
      日本冷凍空調学会「環境変化に対応するための先進熱交換技術に関する調査研究」委員会
    • Invited
  • [Remarks] 大須賀・田原・清研究室

    • URL

      http://www.ohsuga.lab.uec.ac.jp/

  • [Remarks] ENEX2021開催レポート

    • URL

      http://sh-center.org/shrepo/3306

URL: 

Published: 2021-12-27  

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