学術雑誌・書籍
宮本佳奈, 田中宏季, 中村哲, メタ学習による個人に適応した脳波からの感情予測, 第4章 AI・機械学習によるデータ活用, 脳波計測・解析の実用ハンドブック, （株）Ｒ＆Ｄ支援センター, 2024
Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Applying Meta-Learning and Iso Principle for Development of EEG-based Emotion Induction System”, Frontiers in Digital Health. June. 2022
Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Online EEG-based Emotion Prediction and Music Generation for Inducing Affective States”, IEICE TRANSACTIONS on Information and Systems, Vol.E105-D, No.5, pp. 1050-1063. May. 2022
国際会議論文
Kana Miyamoto, Hiroki Tanaka, Kazuhiro Shidara, Satoshi Nakamura, “Emotion Prediction Using Multi-source Biosignals During Cognitive Behavior Therapy with Conversational Virtual Agents”, In 2023 Conference of The Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques (O-COCOSDA), New Delhi, India, Dec. 2023 [査読あり, 口頭]
Kana Miyamoto, Hiroki Tanaka, Jennifer Hamet Bagnou, Elise Prigent, Céline Clavel, Jean-Claude Martin, Satoshi Nakamura, “Social Performance Rating During Social Skills Training in Adults with Autism Spectrum Disorder and Schizophrenia”, 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Cambridge, MA, USA, Sep. 2023 [査読あり, 口頭]
Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Meta-Learning for Emotion Prediction from EEG while Listening to Music”, Adjunct of the 2021 International Conference on Multimodal Interaction (ICMI), Workshop on Modelling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild, Companion Publication of the 2021 International Conference on Multimodal Interaction, pp. 324-328. Montreal, Canada (Online), Oct. 2021 [査読あり, 口頭]
Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Emotion Estimation from EEG Signals and Expected Subjective Evaluation”, The 9th International Winter Conference on Brain-Computer Interface, IEEE, pp.73-78. High1 Resort, South Korea (Online), Feb. 2021 [査読あり, 口頭]
Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, “Music Generation and Emotion Estimation from EEG Signals for Inducing Affective States”, Adjunct of the 2020 International Conference on Multimodal Interaction (ICMI), Workshop on Social Affective Multimodal Interaction for Health, Companion Publication of the 2020 International Conference on Multimodal Interaction, pp.487-491. Utrecht, The Netherlands (Online), Oct. 2020 [査読あり, 口頭]
Kana Miyamoto, Hiroshi Oku, Shun Ushida, “Closed-loop Subspace Model Identification Experiment of a Quadrotor Drone Using Input Re-design”, The SICE Annual Conference 2019 (SICE 2019), pp. 757-758. Hiroshima, Sep. 2019 [査読あり, 口頭]
国内学会論文
宮本佳奈, 田中宏季, 中村哲, “協調的問題解決タスク中の視線と不安および失感情症傾向の調査音楽を用いた感情誘導のための脳波からの感情予測”, HCGシンポジウム, 福岡, 12月, 2023 [査読なし, 口頭とポスター]
宮本佳奈, 田中宏季, 中村哲, “メタ学習による個人に適応した脳波からの感情予測”, 人工知能学会全国大会(第36回), 京都, 6月, 2022 [査読なし, 口頭]
宮本佳奈, 田中宏季, 中村哲, “音楽を用いた感情誘導のための脳波からの感情予測”, HCGシンポジウム, オンライン開催, 12月, 2021 [査読なし, 口頭とポスター]
宮本佳奈, 田中宏季, 中村哲, “感情誘導に向けた音楽生成及び脳波からの感情推定の検討”, ヒューマン情報処理研究会 (HIP), 信学技報, vol. 120, no. 17, HIP2020-9, pp.41-45. オンライン開催, 5月, 2020 [査読なし, 口頭]