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Masaaki Yamauchi
山内 雅明
Masaaki Yamauchi
山内 雅明
Graduate School of Information Science and Technology Department of Information Networking, Specially Appointed Assistant Professor (Full Time)
m-yamauchi ist.osaka-u.ac.jp

keyword Smart home,IoT,Network Security,Information Network

Research History 5

  1. 2022/04 - Present
    Osaka University Graduate School of Information Science and Technology Department of Information Networking Specially Appointed Assistant Professor

  2. 2021/04 - 2022/03
    Japan Society for the Promotion of Science Research Fellow for Young Scientists DC2

  3. 2019/06 - 2021/03
    Osaka University Institute for Open and Transdisciplinary Research Initiatives

  4. 2019/04 - 2019/06
    Osaka University Graduate School of Information Science and Technology Research assistant

  5. 2017/04 - 2018/03
    Hyogo Prefectural Takarazuka High School Information A part-time teacher

Education 3

  1. Osaka University Graduate School of Information Science and Technology Doctor Course, Department of Information Networking

    2019/04 - 2022/03

  2. Osaka University Graduate School of Information Science and Technology Master Course, Department of Information Networking

    2017/04 - 2019/03

  3. Osaka University School of Engineering Science Department of Information and Computer sciences

    2013/04 - 2017/03

Committee Memberships 4

  1. IEEE ICC 2025 (CQRM) Technical Program Committee Member Academic society

    2025 - 2025

  2. 2025 IEEE Global Communications Conference (Globecom) Technical Program Committee Member Academic society

    2025 - 2025

  3. 2024 IEEE Global Communications Conference (Globecom) Technical Program Committee Member Academic society

    2024 - 2024

  4. 2023 IEEE Global Communications Conference (Globecom) Technical Program Committee Member Academic society

    2023 - 2023

Professional Memberships 2

  1. IEICE

  2. IEEE

Research Areas 3

  1. Informatics / Sensitivity (kansei) informatics /

  2. Informatics / Information security /

  3. Informatics / Information networks /

Awards 3

  1. HCGシンポジウム2023 優秀インタラクティブ発表賞

    重清成海, 山内雅明, 辻寛, 下西英之, 村田正幸, 杉田美和, 木多道宏 2023/12

  2. Kasami Award

    Masaaki Yamauchi Graduate School of Information Science and Technology, Osaka University 2023/03

  3. Chester Sall Award for the Third Place Best Paper in the IEEE Transactions on Consumer Electronics 2020

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato IEEE Consumer Technology Society 2022/01

Papers 13

  1. Detecting Falls and Slips of Wheelchair Users Using Low-Resolution Thermal Image Analysis

    Shisei Nakamura, Masaaki Yamauchi, Miwa Sugita, Yoshihiro Aso, Yuichi Ohsita, Hideyuki Shimonishi

    IEEE Access p. 1-1 2025/07 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
  2. Detecting Falls and Slips in Wheelchair Users Using Low-Resolution Thermal Imaging

    Shisei Nakamura, Masaaki Yamauchi, Miwa Sugita, Yoshihiro Aso, Yuichi Ohsita, Hideyuki Shimonishi

    2025 IEEE International Conference on Consumer Electronics (ICCE) p. 1-6 2025/01/11 Research paper (international conference proceedings)

    Publisher: IEEE
  3. Estimating Anxiety Intensity of Dementia Patients Using Phrases, Facial Expressions, and Behaviors

    Narumi Shigekiyo, Masaaki Yamauchi, Hiroshi Tsuji, Hideyuki Shimonishi, Masayuki Murata, Miwa Sugita, Michihiro Kita

    2024 IEEE International Symposium on Consumer Technology (ISCT) p. 213-219 2024/08/13 Research paper (international conference proceedings)

    Publisher: IEEE
  4. Genetic Algorithm with Gene Regulatory Networks Based Optimization Method for Distributed Video Analysis System

    Seishiro Inoue, Masaaki Yamauchi, Daichi Kominami, Hideyuki Shimonishi, Masayuki Murata

    in Proceedings of 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN) p. 257-264 2024/03/11 Research paper (international conference proceedings)

    Publisher: IEEE
  5. Appearance Transcription (CADATY Index) and Memory Book (Life-History Survey); Consideration for a Psychological State Estimation Index for People with Dementia

    Hiroshi Tsuji, Masaaki Yamauchi, Miwa Sugita, Michihiro Kita

    Proceedings of 29th International Montessori Congress - Thailand, Exhibition Showcase 2023/08 Research paper (other academic)

  6. Anomalous Operation Detection for Smart Home based on In-home Behaviors of Users

    Masaaki Yamauchi

    2022/01 Doctoral thesis

  7. Platform Utilizing Similar Users’ Data to Detect Anomalous Operation of Home IoT Without Sharing Private Information

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata

    IEEE Access Vol. 9 p. 130615-130626 2021/09 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
  8. Platform Utilizing Others' Behavior Data to Detect Anomalous Operation Hiding Private Information

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata

    2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) p. 1-2 2020/09/28 Research paper (international conference proceedings)

    Publisher: IEEE
  9. Modeling Home IoT Traffic using Users' in-Home Activities for Detection of Anomalous Operations

    Masaaki Yamauchi, Masahiro Tanaka, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    International Teletraffic Congress ITC 32 PhD Workshop p. 1-2 2020/09 Research paper (international conference proceedings)

  10. Anomaly Detection in Smart Home Operation from User Behaviors and Home Conditions

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    IEEE Transactions on Consumer Electronics Vol. 66 No. 2 p. 183-192 2020/05 Research paper (scientific journal)

  11. Anomaly Detection in Smart Home Network by Inspecting Exceptional Operations on IoT Devices using User's Daily-Life Behavior Learning

    Masaaki Yamauchi

    2019/02 Master’s thesis

  12. Anomaly Detection for Smart Home Based on User Behavior.

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    Proceedings of IEEE International Conference on Consumer Electronics p. 1-6 2019 Research paper (international conference proceedings)

    Publisher: IEEE
  13. ホームIoTにおけるユーザー行動のセンシング情報を用いたパターン学習に基づく異常検知手法

    山内 雅明

    2017/02 Thesis (other)

Presentations 12

  1. 【招待講演】量子遺伝子制御ネットワーク(Quantum Gene Regulatory Network)モデルを用いたネットワーク制御アルゴリズムの検討

    山内雅明

    電子情報通信学会 第19回デジタルプラットフォーム(DPF)研究会 2025/05

  2. Optimization of mobile network slice embedding problem using quantum gene regulatory networks

    Kazuki Sekizawa, Masaaki Yamauchi, Daichi Kominami, Hideyuki Shimonishi, Tatsuya Otoshi, Masayuki Murata

    IEICE Technical Reports (NS2025-35) 2025/05

  3. Development of a Cloud-Based Fall and Slip Detection System for Wheelchair Users Using Low-Resolution Thermal Imaging

    Shisei Nakamura, Masaaki Yamauchi, Miwa Sugita, Yoshihiro Aso, Yuichi Ohsita, Hideyuki Shimonishi

    IEICE RISING2024 2024/11

  4. Power Consumption Optimization Method Adaptable to Network Bandwidth Fluctuation for Distributed Video Analysis System based on Gene Regulatory Network

    Seishiro Inoue, Masaaki Yamauchi, Daichi Kominami, Hideyuki Shimonishi, Masayuki Murata

    IEICE Technical Reports (IN2023-94) 2024/02

  5. Estimating anxiety intensity in persons with dementia using phrases, facial expressions, and behaviors

    Narumi Shigekiyo, Masaaki Yamauchi, Hiroshi Tsuji, Hideyuki Shimonishi, Masayuki Murata, Miwa Sugita, Michihiro Kita

    IEICE Human Communication Group Symposium 2023 (A-6-4) 2023/12

  6. Power Consumption Optimization Method for Distributed Video Analysis System by Artificial Gene Regulatory Networks

    Seishiro Inoue, Masaaki Yamauchi, Daichi Kominami, Hideyuki Shimonishi, Masayuki Murata

    IEICE Technical Report (NS2023-64) 2023/09/08

  7. Product quality prediction from small manufacturing process data based on brain-inspired bayesian attractor model

    Masaaki Yamauchi, Shiori Takagi, Junpei Iyota, Takuma Higashi

    The Society of Chemical Engineers 86th Annual Meeting 2021/03/21

  8. Anomaly Detection in Smart Home Networks using Situation Estimation in-Home Activities

    Masahiro Tanaka, Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    Technical Reports of IEICE (IN2019-115) 2020/03

  9. Framework to Utilize Others' Behavior without Sharing Privacy Information

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata

    Technical Reports of IEICE (IN2019-114) 2020/03

  10. スマートホームにおけるユーザ行動の学習に基づく異常検知手法

    山内雅明

    第18回 情報科学技術フォーラム(FIT2019) 2019/09/04

  11. [Invited Talk] Anomaly Detection for Smart Home Based on User Behavior -ICCE2019 Report-

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    Technical Reports of ITE (ME2019-46) 2019/02

  12. Anomaly Detection for Smart Home IoT based on Users' Behavior

    Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, Yoshiaki Kato

    Technical Reports of IEICE (IN2017-58) 2017/12

Media Coverage 1

  1. 三菱電機・阪大、情報家電の不正操作を検知

    2018/07