Cultural differences in facial features based on SHAP analysis from machine learning model estimating learners' mental states.

Satoshi Shioiri

Guan-Yun Wang Yasuhiro Hatori Yoshiyuki Sato Chia-huei Tseng Hsiu-Ping Yueh Satoshi Shioiri Cultural differences in facial features based on SHAP analysis from machine learning model estimating learners' mental states. 2026 April 344 85 Multim. Tools Appl. 4 https://doi.org/10.1007/s11042-026-21230-9 db/journals/mta/mta85.html#WangHSTYS26 streams/journals/mta

Guan-Yun Wang Yasuhiro Hatori Yoshiyuki Sato Chia-huei Tseng Satoshi Shioiri Predicting learners' engagement and help-seeking behaviors in an e-learning environment by using facial and head pose features. 100387 2025 8 Comput. Educ. Artif. Intell. https://doi.org/10.1016/j.caeai.2025.100387 db/journals/caeai/caeai8.html#WangHSTS25 streams/journals/caeai

Ichiro Kuriki Kazuki Sato Satoshi Shioiri The Reality of a Head-Mounted Display (HMD) Environment Tested via Lightness Perception. 36 2024 February 10 J. Imaging 2 https://doi.org/10.3390/jimaging10020036 https://www.wikidata.org/entity/Q129243759 db/journals/jimaging/jimaging10.html#KurikiSS24

Renjun Miao Haruka Kato Yasuhiro Hatori Yoshiyuki Sato Satoshi Shioiri Analysis of Facial Expressions to Estimate the Level of Engagement in Online Lectures. 76551-76562 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3297651 db/journals/access/access11.html#MiaoKHSS23

Wei Wu Zhan Li Takumi Miura Yasuhiro Hatori Chia-huei Tseng Ichiro Kuriki Yoshiyuki Sato Satoshi Shioiri Different Mechanisms for Visual Attention at the Hand-movement Goal and Endogenous Visual Attention. 1246-1261 2023 August 35 J. Cogn. Neurosci. 8 https://doi.org/10.1162/jocn_a_02005 db/journals/jocn/jocn35.html#WuLMHTKSS23

Guan-Yun Wang Hikaru Nagata Yasuhiro Hatori Yoshiyuki Sato Chia-huei Tseng Satoshi Shioiri Detecting Learners' Hint Inquiry Behaviors in e-Learning Environment by using Facial Expressions. 331-335 2023 L@S https://doi.org/10.1145/3573051.3596182 conf/lats/2023 db/conf/lats/lats2023.html#WangNHSTS23 Renjun Miao Haruka Kato Yasuhiro Hatori Yoshiyuki Sato Satoshi Shioiri Analysis of Facial Expressions for the Estimation of Concentration on Online Lectures. 343-348 2022 WCCE https://doi.org/10.1007/978-3-031-43393-1_31 conf/wcce/2022 db/conf/wcce/wcce2022.html#MiaoKHSS22 Satoshi Shioiri Yoshiyuki Sato Yuta Horaguchi Hiroaki Muraoka Mariko Nihei Quali-Informatics in the Society with Yotta Scale Data. 1-4 2021 ISCAS https://doi.org/10.1109/ISCAS51556.2021.9401161 conf/iscas/2021 db/conf/iscas/iscas2021.html#ShioiriSHMN21 Yasushi Yagi Ikuhisa Mitsugami Satoshi Shioiri Hitoshi Habe Behavior Understanding Based on Intention-Gait Model. 139-172 2017 Human-Harmonized Information Technology (2) https://doi.org/10.1007/978-4-431-56535-2_5 books/sp/17/N2017 db/books/collections/N2017.html#YagiMSH17 Akinori Hiratani Ryoichi Nakashima Kazumichi Matsumiya Ichiro Kuriki Satoshi Shioiri Considerations of Self-Motion in Motion Saliency. 783-787 2013 ACPR https://doi.org/10.1109/ACPR.2013.183 conf/acpr/2013 db/conf/acpr/acpr2013.html#HirataniNMKS13

Yoshiyuki Kashiwase Kazumichi Matsumiya Ichiro Kuriki Satoshi Shioiri Time Courses of Attentional Modulation in Neural Amplification and Synchronization Measured with Steady-state Visual-evoked Potentials. 1779-1793 2012 24 J. Cogn. Neurosci. 8 https://doi.org/10.1162/jocn_a_00212 https://www.wikidata.org/entity/Q83502898 db/journals/jocn/jocn24.html#KashiwaseMKS12

Ichiro Kuriki Shingo Nakamura Pei Sun Kenichi Ueno Kazumichi Matsumiya Keiji Tanaka Satoshi Shioiri Kang Cheng 0002 Decoding Color Responses in Human Visual Cortex. 473-479 2011 94-A IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 2 https://doi.org/10.1587/transfun.E94.A.473 http://search.ieice.org/bin/summary.php?id=e94-a_2_473 db/journals/ieicet/ieicet94a.html#KurikiNSUMTSC11

JaeChul Shin Naoki Matsuki Hirohisa Yaguchi Satoshi Shioiri Color Appearance in Mesopic Vision and Its Modeling. 165-169 2003 conf/imaging/2003 CIC https://doi.org/10.2352/CIC.2003.11.1.art00029 db/conf/imaging/cic2003.html#ShinMYS03 Kang Cheng 0002 Hitoshi Habe Yasuhiro Hatori Akinori Hiratani Yuta Horaguchi Yoshiyuki Kashiwase Haruka Kato Ichiro Kuriki Zhan Li Naoki Matsuki Kazumichi Matsumiya Renjun Miao Ikuhisa Mitsugami Takumi Miura Hiroaki Muraoka Hikaru Nagata Shingo Nakamura Ryoichi Nakashima Mariko Nihei Kazuki Sato Yoshiyuki Sato JaeChul Shin Pei Sun Keiji Tanaka Chia-huei Tseng Kenichi Ueno Guan-Yun Wang Wei Wu Yasushi Yagi Hirohisa Yaguchi Hsiu-Ping Yueh