| 2026 | ETRA | Exploratory Integration of EEG Spectral Features and Gaze Variability for Mild Cognitive Impairment Discrimination. | Takeru Mukunoki, Mamoru Hiroe, Minoru Nakayama, Yujia Zheng, Yuma Sonoda, Hisatomo Kowa, Takashi Nagamatsu |
| 2026 | ETRA | Analysis of Temporal Attention Resource Dynamics during Cognitive Tasks using Oculomotor Metrics. | Minoru Nakayama |
| 2026 | ETRA | Temporal Changes in Oculomotor Workload Metrics during the Oral Reading of Character Strings. | Minoru Nakayama |
| 2025 | ETRA | Dementia detection by gaze using visuospatial memory task with CNN. | Takeru Mukunoki, Junichi Nagasawa, Yuichi Nakata, Mamoru Hiroe, Yujia Zheng, Minoru Nakayama, Yuma Sonoda, Hisatomo Kowa, Takashi Nagamatsu |
| 2025 | ETRA | Estimating the level of ability of English learners using eye movement features during text reading. | Yusuke Oyama, Minoru Nakayama |
| 2025 | ETRA | A binocular microsaccade extraction procedure using monocular eye tracking. | Rin Takanashi, Minoru Nakayama |
| 2025 | FedCSIS | Applications and Challenges of Artificial Intelligence in Educational Course Design and Delivery. | Daniel Dan, Anna Wrblewska, Bartosz Grabek, Michal Taczala, Minoru Nakayama |
| 2025 | IV | A comparison between humans and LLMs of the assessment performances of Japanese speech transcription systems. | Taiki Ikeda, Minoru Nakayama |
| 2025 | KES | Extraction of Binocular Microsaccade Components using Monocular Eye Tracking Measurements. | Rin Takanashi, Minoru Nakayama |
| 2024 | ETRA | Analysis of eye movement scan-paths and their image features while searching for routes on metro maps. | Taiki Kodomaru, Minoru Nakayama |
| 2024 | ETRA | A Brief Introduction to ISCET - The International Society for Clinical Eye Tracking. | Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn |
| 2024 | ETRA | Introducing ISCET - The International Society for Clinical Eye Tracking. | Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn |
| 2024 | ETRA | Attempts on detecting Alzheimer's disease by fine-tuning pre-trained model with Gaze Data. | Junichi Nagasawa, Yuichi Nakata, Mamoru Hiroe, Yujia Zheng, Yutaka Kawaguchi, Yuji Maegawa, Naoki Hojo, Tetsuya Takiguchi, Minoru Nakayama, Maki Uchimura, Yuma Sonoda, Hisatomo Kowa, Takashi Nagamatsu |
| 2024 | ETRA | Attempts on detecting Alzheimer's disease by fine-tuning pre-trained model with Gaze Data. | Junichi Nagasawa, Yuichi Nakata, Mamoru Hiroe, Yujia Zheng, Yutaka Kawaguchi, Yuji Maegawa, Naoki Hojo, Tetsuya Takiguchi, Minoru Nakayama, Maki Uchimura, Yuma Sonoda, Hisatomo Kowa, Takashi Nagamatsu |
| 2024 | ETRA | Car driving temporal cognitive workload estimation using features of eye tracking. | Minoru Nakayama, Qian (Chayn) Sun, Jianhong Cecilia Xia |
| 2024 | ETRA | Impact of reward expectation on pupillary change during an adaptive two player card game. | Ryo Yasuda, Minoru Nakayama |
| 2024 | IV | Extracting Dementia Symptoms in Elderly Using Ocular Motor Activity During Pupil Light Reflexes to Chromatic Light Pulses on Either Eye. | Minoru Nakayama, Wioletta Nowak, Anna Zarowska |
| 2024 | IV | Extracting Cognitive Workload Factors on Modelling Attention Resources Using Ocular Information in Figure Search Task. | Minoru Nakayama, Tomomi Okano |
| 2024 | IV | Estimating Scores of Critical Thinking Ability Using Essay Text Assessments. | Minoru Nakayama, Masaki Uto, Satoru Kikuchi, Hiroh Yamamoto |
| 2023 | ETRA | Modelling Attention Levels with Ocular Responses in a Speech-in-Noise Recall Task. | Mateusz Dubiel, Minoru Nakayama, Xin Wang |
| 2023 | ETRA | Prediction Procedure for Dementia Levels based on Waveform Features of Binocular Pupil Light Reflex. | Minoru Nakayama, Wioletta Nowak, Anna Zarowska |
| 2023 | ETRA | Estimation of Latent Attention Resources using Microsaccade Frequency during a Dual Task. | Minoru Nakayama, Takahiro Ueno |
| 2023 | ETRA | Program Code Navigation Model for Individuals based on LSTM with Co-clustering. | Ming Sun, Minoru Nakayama |
| 2023 | FedCSIS | Using Features of PLRs to Chromatic Light Pulse Irradiations of Either Eye to Detect Symptoms of Dementia. | Minoru Nakayama, Wioletta Nowak, Anna Zarowska |
| 2023 | IV | Latent Attention Resource Estimation of Peripheral Visual Stimuli Using Microsaccade Frequency Modelling. | Minoru Nakayama, Takahiro Ueno |
| 2023 | IV | Feasibility of Prediction of Student's Characteristics Using Texts of Essays Written During a Fully Online Course. | Minoru Nakayama, Masaki Uto, Satoru Kikuchi, Hiroh Yamamoto |
| 2023 | MIS4TEL | Effectiveness of a "Nudge" for Online Discussion Participation About Attitude Toward Essay Writing. | Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto |
| 2022 | ETRA | Research on Time Series Evaluation of Cognitive Load Factors using Features of Eye Movement. | Tomomi Okano, Minoru Nakayama |
| 2022 | FedCSIS | Detecting Symptoms of Dementia in Elderly Persons using Features of Pupil Light Reflex. | Minoru Nakayama, Wioletta Nowak, Anna Zarowska |
| 2022 | FedCSIS | Symptoms of Dementia in Elderly Persons Using Waveform Features of Pupil Light Reflex. | Minoru Nakayama, Wioletta Nowak, Anna Zarowska |
| 2022 | IV | Regression estimation model for emotion and intensity of speech using perception rating. | Megumi Kawase, Minoru Nakayama |
| 2022 | IV | Effects of Image Features and Task Complexity on Eye Movement while searching Metro Map routes. | Taiki Kodomaru, Minoru Nakayama |
| 2022 | IV | Predicting individual sentiment for emotion-evoking pictures using metrics of oculo-motors. | Minoru Nakayama |
| 2022 | IV | Phrase Features in Essay Report Sentences for Developing Critical Thinking Ability in a Fully Online Course. | Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto |
| 2022 | IV | Estimation of Older Driver's Cognitive Performance and Workload Using Features of Eye movement and Pupil Response on Test Routes. | Minoru Nakayama, Qian (Chayn) Sun, Jianhong Cecilia Xia |
| 2021 | ETRA | Combining Oculo-motor Indices to Measure Cognitive Load of Synthetic Speech in Noisy Listening Conditions. | Mateusz Dubiel, Minoru Nakayama, Xin Wang |
| 2021 | ETRA | Estimation of reading ability of program codes using features of eye movements. | Hiroto Harada, Minoru Nakayama |
| 2021 | ETRA | Effects of measurement time and presentation size conditions on biometric identification using eye movements. | Yudai Niitsu, Minoru Nakayama |
| 2021 | ETRA | Feasibility of evaluating temporal changes in cognitive load factors using ocular features. | Tomomi Okano, Minoru Nakayama |
| 2021 | ETRA | Estimation of Visual Attention using Microsaccades in response to Vibrations in the Peripheral Field of Vision. | Takahiro Ueno, Minoru Nakayama |
| 2021 | FedCSIS | Classification of Alzheimer's disease patients using metrics of oculo-motors. | Wioletta Nowak, Minoru Nakayama, Elzbieta Trypka, Anna Zarowska |
| 2021 | IV | Emotional Intensity Estimation of a Japanese Speech Corpus Using Acoustic Features. | Megumi Kawase, Minoru Nakayama |
| 2021 | IV | Pupil responses by level of valence sensitivity to emotion-evoking pictures. | Nijika Murokawa, Minoru Nakayama |
| 2021 | IV | Development of critical thinking skills during online learning. | Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto |
| 2020 | ETRA | Eye Movement Features in response to Comprehension Performance during the Reading of Programs. | Minoru Nakayama, Hiroto Harada |
| 2020 | ETRA | Impact of evoked reward expectation on ocular information during a controlled card game. | Minoru Nakayama, Kohei Shoda |
| 2020 | ICPR | Influence of Peripheral Vibration Stimulus on Viewing and Response Actions. | Takahiro Ueno, Minoru Nakayama |
| 2020 | IV | Impact of the number of peers on a mutual assessment as learner's performance in a simulated MOOC environment using the IRT model. | Minoru Nakayama, Filippo Sciarrone, Masaki Uto, Marco Temperini |
| 2020 | IV | Deviations of Eye Movements and Head Rotation during Response Tasks using Targets and HMD. | Taijiro Shiraishi, Minoru Nakayama |
| 2019 | IV | Relationships between Oculo-Motor Mesures as Task-evoked Mental Workloads During an Manipulation Task. | Minoru Nakayama, Yoshiya Hayakawa |
| 2019 | IV | Reflections on Note-taking Instructions for Participants and their Effectiveness in a Fully Online Course. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2019 | IV | The Structural Equation Model Diagram as a Visualisation Tool. | Theodor Wyeld, Minoru Nakayama |
| 2019 | IV | Prediction of Cognitive Performance of Drivers using Eye Fixation Behaviours. | Kakeru Yamaguchi, Minoru Nakayama, Qian (Chayn) Sun, Jianhong Cecilia Xia |
| 2018 | ETRA | Ocular reactions in response to impressions of emotion-evoking pictures. | Minoru Nakayama |
| 2018 | ETRA | Eye movements and viewer's impressions in response to HMD-evoked head movements. | Taijiro Shiraishi, Minoru Nakayama |
| 2018 | FedCSIS | Prediction of Alzheimer's Disease in Patients using Features of Pupil Light Reflex to Chromatic Stimuli. | Minoru Nakayama, Wioletta Nowak, Tomasz Krecicki, Andrzej Hachol |
| 2018 | IV | Using Note Taking Instructions to Reform Student's Note Taking Activities and Improve Learning Performance in a Blended Learning Course. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2018 | IV | Visualising the Code-in-Action Helps Students Learn Programming Skills. | Theodor Wyeld, Minoru Nakayama |
| 2018 | SAC | Online team-based game development discussions patterns summarised using probabilistic models. | Akiko Teranishi, Minoru Nakayama, Theodor Wyeld, Mohamad A. Eid |
| 2017 | FedCSIS | Extracting Acoustic Features of Japanese Speech to Classify Emotions. | Takashi Yamazaki, Minoru Nakayama |
| 2017 | IV | Changes in Student's Reflection Activity During a Fully Online Course in Comparison with a Blended Learning Course. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2017 | IV | Analysis of Game Development Activity Using Team-Based Learning. | Akiko Teranishi, Minoru Nakayama, Theodor Wyeld, Mohamad A. Eid |
| 2016 | ETRA | Relationships between EEGs and eye movements in response to facial expressions. | Minoru Nakayama, Masahiro Yasuda |
| 2016 | IV | Effectiveness of Audio Information for Note-Taking and Learning Activities During a Fully Online Course. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2015 | ESANN | The prediction of learning performance using features of note taking activities. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2015 | IV | Current Topics in the Design of HCI Courses with Computer Science Curricula. | Minoru Nakayama |
| 2014 | CISIS | A Note Taking Evaluation Index Using Term Networks in a Blended Learning Environment. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2014 | IV | Variations of "Human Computer Interaction" Syllabus in Computer Science Area. | Minoru Nakayama, Mountaz Hascot |
| 2014 | IV | Visual Comparison of Multilingual Documents and Lexical Matching. | Minoru Nakayama, Mountaz Hascot |
| 2013 | AINA | A Recommendation Cascade for E-learning. | James Buncle, Rachid Anane, Minoru Nakayama |
| 2013 | IV | Effectiveness of Note-Taking Content Features on Test Scores in Online Courses. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2012 | CSEDU | Team Learning Program for Information Technology Engineers using Project-based Learning - Case Study of the "Upper Process" in IT Engineering. | Minoru Nakayama, Manabu Fueki, Shinji Seki, Toshikazu Uehara, Kenji Matsumoto |
| 2012 | FedCSIS | Estimation of Eye Condition using Waveform Shapes of Pupil Light Responses to Chromatic Stimuli . | Minoru Nakayama, Wioletta Nowak, Hitoshi Ishikawa, Ken Asakawa, Yoshiaki Ichibe |
| 2012 | IV | Visualization Analysis of Student's Notes Taken in a Fully Online Learning Environment. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2012 | TrustCom | Chronological Accommodation of Oculo-motors in Response to Varying Sizes of Visual Stimuli. | Minoru Nakayama, Masashi Fujimoto |
| 2012 | TrustCom | Causal Analysis of Student's Characteristics of Note-Taking Activities and Learning Performance during a Fully Online Course. | Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto |
| 2010 | ETRA | Estimation of viewer's response for contextual understanding of tasks using features of eye-movements. | Minoru Nakayama, Yuko Hayashi |
| 2009 | ESANN | The Possibility of Single-trial Classification of Viewed Characters using EEG Waveforms. | Minoru Nakayama, Hiroshi Abe |
| 2009 | WEBIST | Development of a Support System for University Course Selection using Semantic Web Technology. | Minoru Nakayama, Jun Hoshito |
| 2008 | ETRA | Assessing usability with eye-movement frequency analysis. | Minoru Nakayama, Makoto Katsukura |
| 2008 | ETRA | Estimation of certainty for multiple choice tasks using features of eye-movements. | Minoru Nakayama, Yosiyuki Takahasi |
| 2007 | ESANN | An Estimation of Response Certainty using Features of Eye-movements. | Minoru Nakayama, Yosiyuki Takahasi |
| 2006 | ETRA | Evaluation of a multimedia learning exercise using oculo-motors. | Minoru Nakayama, Yasutaka Shimizu |
| 2006 | ICCE | Understanding E-Learners' Characteristics and Performance in Online Courses. | Rowena Santiago, Minoru Nakayama |
| 2005 | ICANN | Face Identification Performance Using Facial Expressions as Perturbation. | Minoru Nakayama, Takashi Kumakura |
| 2004 | ETRA | Frequency analysis of task evoked pupillary response and eye-movement. | Minoru Nakayama, Yasutaka Shimizu |
| 2003 | ESANN | Subject Categorization for Web Educational Resources using MLP. | Minoru Nakayama, Yasutaka Shimizu |
| 2002 | ESANN | An estimation model of pupil size for 'Blink Artifact' and it's applications. | Minoru Nakayama, Yasutaka Shimizu |
| 2002 | ETRA | The act of task difficulty and eye-movement frequency for the 'Oculo-motor indices'. | Minoru Nakayama, Koji Takahashi, Yasutaka Shimizu |
| 2000 | ETRA | The response of eye-movement and pupil size to audio instruction while viewing a moving target. | Koji Takahashi, Minoru Nakayama, Yasutaka Shimizu |