Publications

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Jayasankar Santhosh; Akshay Palimar Pai; Shoya Ishimaru
Toward an Interactive Reading Experience: Deep Learning Insights and Visual Narratives of Engagement and Emotion
In: IEEE Access (IEEE), Vol. Volume : 12, Pages 6001-6016, IEEE, 2024.
Rashmi Alur Ramachandra; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru
Enhancing Stress Detection for Students: Exploring the Impact of Fine-Tuning and User-Specific Data Calibration in Deep Learning
In: International Journal of Activity and Behavior Computing, Vol. 2024, Pages 1-21, J-Stage, 2024.
Jayasankar Santhosh; David Dzsotjan; Shoya Ishimaru
Multimodal Assessment of Interest Levels in Reading: Integrating Eye-Tracking and Physiological Sensing
In: IEEE Access (IEEE), Vol. 11, Pages 93994-94008, IEEE, 9/2023.
Ankur Bhatt; Ko Watanabe; Andreas Dengel; Shoya Ishimaru
Appearance-Based Gaze Estimation with Deep Neural Networks: From Data Collection to Evaluation
In: International Journal of Activity and Behavior Computing, Vol. 2024, No. Issue 1, Pages 1-15, J-STAGE, 2023.
Akshay Palimar Pai; Jayasankar Santhosh; Shoya Ishimaru
Real-Time Feedback on Reader’s Engagement and Emotion Estimated by Eye-Tracking and Physiological Sensing
In: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium …
Prerna Garg; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru
Stress Detection by Machine Learning and Wearable Sensors
In: 26th International Conference on Intelligent User Interfaces - Companion. International Conference on Intelligent User Interfaces (IUI), New York, …
Pramod Vadiraja; Jayasankar Santhosh; Hanane Moulay; Andreas Dengel; Shoya Ishimaru
Effects of Counting Seconds in the Mind while Reading
In: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM …
Shoya Ishimaru; Takanori Maruichi; Koichi Kise; Andreas Dengel
Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback
In: AsianCHI '20: Proceedings of the 2020 Symposium on Emerging Research from Asia and on Asian Contexts and Cultures. ACM International Conference on …
Jayasankar Santhosh; Shoya Ishimaru; Andreas Dengel
Generating Heatmap for Unknown Documents towards Readability Measurement
In: New York Association for Computing Machinery (Hrsg.). IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces …
Iuliia Brishtel; Anam A Khan; Thomas Schmidt; Tilman Dingler; Shoya Ishimaru; Andreas Dengel
Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor
In: Sensors - Open Access Journal (Sensors), Vol. 20, Pages 1-21, MDPI, Switzerland, 2020.