Rchr
J-GLOBAL ID：200901082419968115   Update date: Oct. 31, 2024

Ikuko Yairi

ヤイリ イクコ | Ikuko Yairi
Affiliation and department：
Sophia University Faculty of Science and Technology, Department of Information and Communication Sciences

About Sophia University Faculty of Science and Technology, Department of Information and Communication Sciences


Job title： Professor
Homepage URL  (1)： http://www.yairilab.net
Research field  (3)： Design ,  Intelligent informatics ,  Human interfaces and interactions
Research theme for competitive and other funds  (15)：
  • 2023 - 2026 陸水環境保全のための水と土壌の微生物叢 DNA ビッグデータ収集と解析
  • 2023 - 2026 Research on the spatiotemporal modeling methods of soil and water metagenome data
  • 2023 - 2026 Continuous monitoring of venous flow and detection of abnormalities by superimpose of skin resistance and reactance with photoelectric volumetric pulse wave
  • 2020 - 2023 Proposal of human-centered design for creative activity support by human collaboration and cooperation
  • 2017 - 2020 Clinical research on technology acceptance and human-centered design of socially vulnerable people such as the elderly and the challenged
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Papers (136)：
  • Hiroshi Yamakawa, Ayako Fukawa, Ikuko Eguchi Yairi, Yutaka Matsuo. Brain-consistent architecture for imagination. Frontiers in Systems Neuroscience. 2024. 18
  • Tianchen Zhou, Yutaka Yakuwa, Natsuki Okamura, Takayuki Kuroda, Ikuko Eguchi Yairi. Implementation and evaluation of NoisyNets to reinforcement learning of automated ICT system design. IEICE Communications Express. 2023. 12. 11. 575-578
  • Nagisa Masuda, Ikuko Eguchi Yairi. Multi-Input CNN-LSTM deep learning model for fear level classification based on EEG and peripheral physiological signals. Frontiers in Psychology. 2023. 14
  • Natsuki Okamura, Yutaka Yakuwa, Takayuki Kuroda, Ikuko E. Yairi. Applying Double DQN to Reinforcement learning of Automated Designing ICT System. IEICE Communications Express. 2022. 11. 10. 667-672
  • Eichi Takaya, Masaki Haraoka, Hiroki Takahashi, Ikuko Eguchi Yairi, Yasuyuki Kobayashi. Effect of Super Resolution on Low-Resolution MRI Segmentation. Journal of St. Marianna University. 2022. 13. 2. 95-100
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MISC (121)：
  • 伊藤優花子, 横田悠右, 成瀬康, 矢入郁子. EEG-Based Evaluation of the Uncanny Valley. 情報科学技術フォーラム講演論文集. 2022. 21st
  • 松岡里奈子, 千葉晃一, 小森谷篤, 横田悠右, 成瀬康, 矢入郁子. An examination of EEG based cognitive workload estimation algorithms using the somatosensory evoked potential. 情報科学技術フォーラム講演論文集. 2021. 20th
  • 小森谷篤, 千葉晃一, 横田悠右, 成瀬康, 矢入郁子. Evaluation as Workload Estimation Index of Short-latency Somatosensory Evoked Potential with using Visual N-back Task. ヒューマンインタフェースシンポジウム論文集(CD-ROM). 2019. 2019
  • 関川聡史, 金丸俊樹, 横田悠右, 成瀬康, 矢入郁子. A Research on Quantification of The Fear from Physiological Index While Watching Horror Movie. ヒューマンインタフェースシンポジウム論文集(CD-ROM). 2019. 2019
  • 千葉晃一, 横田悠右, 成瀬康, 矢入郁子. Evaluation of work load estimation index of somatosensory evoked potential by N-back task. 人工知能学会全国大会論文集(Web). 2019. 33rd
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Patents (4)：
  • 音声情報支援システム
  • 主観的地図作成システム
  • 主観的地図作成方法および主観的地図作成システム
  • 物体配置図作成方法およびそのプログラムと記憶媒体、ならびに物体配置図作成システム
Lectures and oral presentations  (202)：
  • Applying Double DQN to Reinforcement learning of Automated Designing ICT System
    (SIG-SAI 2021)
  • AI x Bigdata x IoT - 情報通信技術の今II
    (精密工学会第418講習会 2021)
  • Microbiome metagenome analysis for peatlands’ vegetation recovery of Sarobetsu raised bog
    (2021)
  • An examination of EEG based cognitive workload estimation algorithms using the somatosensory evoked potential
    (FIT2021 2021)
  • Touch Action Recognition by Stethoscope Acoustic Sensing Using DCNN.
    (FIT2020 2020)
ｍore...
Education (4)：
  • 1996 - 1999 The University of Tokyo Graduate School, Division of Engineering
  • 1994 - 1996 The University of Tokyo Graduate School, Division of Engineering
  • 1992 - 1994 The University of Tokyo Faculty of Engineering
  • 1990 - 1992 The University of Tokyo College of Arts and Sciences Junior Division, Natural Sciennce I
Professional career (1)：
  • Doctor of Philosophy in Engineering (The University of Tokyo)
Work history (7)：
  • 2016/04/01 - 2018/03/31 Shimane University Faculty of Medicine
  • 2008/04/01 - 2009/03/31 Disability Scervices, The University of Tokyo
  • 2007/10 - 2008/03 New Generation Network Research Center, Strategic Headquarters for New Generation Network R&D, National Institute of Information and Communications Technology Senior Researcher
  • 2006/04 - 2007/09 Knowledge Creating Communication Research Center, National Institute of Information and Communications Technology Research Manager
  • 2003/10 - 2006/03 Keihanna Info-Communication Research Center, National Institute of Information and Communications Technology Senior Researcher
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Committee career (45)：
  • 2023/12 - 現在 内閣府 中央防災会議 防災対策実行会議 首都直下地震対策検討ワーキンググループ 委員
  • 2023/09 - 現在 情報通信審議会 電気通信事業政策部会 通信政策特別委員会 専門委員
  • 2023/05 - 現在 総務省 情報通信行政・郵政行政審議会 委員
  • 2019/04 - 現在 総務省 情報通信審議会 電気通信事業政策部会 電気通信番号政策委員会 専門委員
  • 2015/04 - 現在 一般社団法人 人工知能学会 「医用人工知能研究会」(SIG-AIMED)主幹事
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Awards (11)：
  • 2024/05 - 一般社団法人 電子情報通信学会 ネットワークシステム研究専門委員会 若手研究奨励賞 ICTシステム設計自動化のためのDouble DQNとNoisy Networkの組み合わせアルゴリズムの改良と評価
  • 2024/05 - 一般社団法人 電子情報通信学会 ネットワークシステム研究専門委員会 若手研究奨励賞 深層強化学習を用いたICTシステム自動設計のためのGNNのDueling Network構造の改良と評価
  • 2023/11 - IEICE Communications Express ComEX Top Downloaded Letter Award in November 2023 Implementation and evaluation of NoisyNets to reinforcement learning of automated ICT system design
  • 2020 - Japanese Society of Artificial Intelligence JSAI Annual Conference Award 2020
  • 2008/03 - The Japan Society of Mechanical Engineers, Transportation and Logistics Division, Certificate of Merit for Outstanding Presentation 2007
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Association Membership(s) (7)：
人工知能学会 ,  情報処理学会 ,  ヒューマンインタフェース学会 ,  Association for Computing Machinery ,  IEEE (The Institute of Electrical and Electronics Engineers,Inc.) ,  電子情報通信学会 ,  機械学会
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