shoya.io

Publications

 

Journal Papers

  1. Kathrin Kennel, Shoya Ishimaru, Stefan Küchemann, Steffen Steinert, Jochen Kuhn and Stefan Ruzika. “Gaze-based prediction of students' math difficulties - A time dynamic machine learning approach to enable early individual assistance”. International Journal of Artificial Intelligence in Education, 2025, in press. BibTeX
  2. Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel and Shoya Ishimaru. “Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks”. IEEE Access, pp. 192219–192229, 2024. BibTeX
  3. Jayasankar Santhosh, Andreas Dengel and Shoya Ishimaru. “Gaze-Driven Adaptive Learning System with ChatGPT-Generated Summaries”. IEEE Access, pp. 173714–173733, 2024. BibTeX
  4. David Dembinsky, Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Gaze Generation for Avatars using GANs”. IEEE Access, pp. 101536–101548, 2024. BibTeX
  5. Ankur Bhatt, Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Appearance-based Gaze Data Collection and Estimation using Deep Neural Networks”. International Journal of Activity and Behavior Computing 2024 (1), pp. 1–21, 2024. BibTeX
  6. Rashmi Alur Ramachandra, Jayasankar Santhosh, Andreas Dengel and Shoya Ishimaru. “Enhancing Stress Detection for Students: Exploring the Impact of Fine-Tuning and User-Specific Data Calibration in Deep Learning”. International Journal of Activity and Behavior Computing 2024 (1), pp. 1–15, 2024. BibTeX
  7. Jayasankar Santhosh, Akshay Palimar Pai and Shoya Ishimaru. “Toward an Interactive Reading Experience: Deep Learning Insights and Visual Narratives of Engagement and Emotion”. IEEE Access, pp. 6001–6016, 2024. BibTeX
  8. Jayasankar Santhosh, David Dzsotjan and Shoya Ishimaru. “Multimodal Assessment of Interest Levels in Reading: Integrating Eye-Tracking and Physiological Sensing”. IEEE Access, pp. 93994–94008, 2023. BibTeX
  9. Ko Watanabe, Tanuja Sathyanarayana, Andreas Dengel and Shoya Ishimaru. “EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural Network”. IEEE Access, pp. 52886–52898, 2023. BibTeX
  10. Chenhao Chen, Yutaka Arakawa, Ko Watanabe and Shoya Ishimaru. “Quantitative Evaluation System for Online Meetings Based on Multimodal Microbehavior Analysis”. Sensors and Materials 34 (8), pp. 3017–3027, 2022. BibTeX
  11. Andrew Vargo, Shoya Ishimaru, Md. Rabiul Islam, Benjamin Tag and Koichi Kise. “Obtaining Labels for In-the-Wild Studies: Using Visual Cues and Recall”. IEEE Pervasive Computing 21 (1), pp. 9–17, 2022. BibTeX
  12. Ko Watanabe, Yusuke Soneda, Yuki Matsuda, Yugo Nakamura, Yutaka Arakawa, Andreas Dengel and Shoya Ishimaru. “DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor”. Sensors 21 (17), p. 5719, 2021. BibTeX
  13. Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru and Andreas Dengel. “Mind Wandering in Multimodal Reading Setting: Behavior Analysis & Automatic Detection using Eye-Tracking and EDA Sensor”. Sensors 20 (9), p. 2546, 2020. BibTeX
  14. Oliver Amft, Florian Wahl, Shoya Ishimaru and Kai Kunze. “Making Regular Eyeglasses Smart”. IEEE Pervasive Computing 14 (3), pp. 32–43, 2015. BibTeX PDF

Book Chapter

  1. Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Pascal Klein, Jochen Kuhn and Andreas Dengel. “Augmented Learning on Anticipating Textbooks with Eye Tracking”. In Positive Learning in the Age of Information (PLATO), pp. 387–398, 2018. BibTeX

Conference Papers

  1. Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy”. In Proceedings of the 27th International Conference on Human-Computer Interaction (HCII '25), 2025, to appear.
  2. Ko Watanabe and Shoya Ishimaru. “SensPS: Sensing Personal Space Comfortable Distance between Human-Human Using Multimodal Sensors”. In Proceedings of the 27th International Conference on Human-Computer Interaction (HCII '25), 2025, to appear.
  3. Jayasankar Santhosh, Shrishti Jagtap, Andreas Dengel and Shoya Ishimaru. “Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes”. In Adjunct Proceedings of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2024 ACM International Symposium on Wearable Computers (UbiComp '24 Adjunct), pp. 91–95, 2024. BibTeX
  4. Noriyuki Tanaka, Ko Watanabe, Shoya Ishimaru, Andreas Dengel, Shingo Ata and Manato Fujimoto. “Concentration Estimation in Online Video Lecture Using Multimodal Sensors”. In Adjunct Proceedings of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2024 ACM International Symposium on Wearable Computers (UbiComp '24 Adjunct), pp. 71–75, 2024. BibTeX
  5. David Dembinsky, Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Eye Movement in a Controlled Dialogue Setting”. In Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24), pp. 1–7, 2024. BibTeX
  6. Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Metacognition-EnGauge: Real-time Augmentation of Self-and-Group Engagement Levels Understanding by Gauge Interface in Online Meetings”. In Proceedings of the 15th Augmented Human International Conference (AHs '24), 2024. BibTeX
  7. Ko Watanabe, Andreas Dengel and Shoya Ishimaru. “Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States”. In Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2023 ACM International Symposium on Wearable Computers (UbiComp '23 Adjunct), pp. 258–262, 2023. BibTeX
  8. Ko Watanabe, Seiya Tanaka, Andrew Vargo, Koichi Kise and Shoya Ishimaru. “TrackThink Camera: A Tool for Tracking Facial and Body Information while Web Browsing”. In AIED' 23 Workshop: Automated Assessment and Guidance of Project Work, pp. 7–14, 2023. BibTeX
  9. Ko Watanabe, Hacer Kübra Kücük, Sarah Gonzales, Andrew Vargo, Koichi Kise and Shoya Ishimaru. “Combining the Knowledge of Experienced Programmers to Extract Useful Web Resources for Solving Programming Tasks”. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23 Asian CHI Symposium 2023), pp. 22–27, 2023. BibTeX
  10. Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel and Shoya Ishimaru. “Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3”. In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '22 Adjunct), pp. 313–316, 2022. BibTeX
  11. Haruki Suzawa, Ko Watanabe, Masakazu Iwamura, Koichi Kise, Andreas Dengel and Shoya Ishimaru. “Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance”. In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '22 Adjunct), pp. 299–302, 2022. BibTeX
  12. Andrew Vargo, Motoi Iwata, Mathilde Hutin, Sofiya Kobylyanskaya, Ioana Vasilescu, Olivier Augereau, Ko Watanabe, Shoya Ishimaru, Benjamin Tag, Tilman Dingler, Koichi Kise, Laurence Devillers and Andreas Dengel. “Learning Cyclotron: An Ecosystem of Knowledge Circulation”. In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '22 Adjunct), pp. 308–312, 2022. BibTeX
  13. Akshay Palimar Pai, Jayasankar Santhosh and Shoya Ishimaru. “Real-Time Feedback on Reader's Engagement and Emotion Estimated by Eye-Tracking and Physiological Sensing”. In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '22 Adjunct), pp. 97–98, 2022. BibTeX
  14. Ko Watanabe, Yuki Matsuda, Yugo Nakamura, Yutaka Arakawa and Shoya Ishimaru. “How do Programmers Use the Internet? Discovering Domain Knowledge from Browsing and Coding Behaviors”. In 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), pp. 605–610, 2022. BibTeX
  15. David Dzsotjan, Kim Ludwig-Petsch, Sergey Mukhametov, Shoya Ishimaru, Stefan Küchemann and Jochen Kuhn. “The Predictive Power of Eye-Tracking Data in an Interactive AR Learning Environment”. In Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '21 Adjunct), pp. 467–471, 2021. BibTeX
  16. Pramod Vadiraja, Jayasankar Santhosh, Hanane Moulay, Andreas Dengel and Shoya Ishimaru. “Effects of Counting Seconds in the Mind while Reading”. In Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '21 Adjunct), pp. 486–490, 2021. BibTeX
  17. Prerna Garg, Jayasankar Santhosh, Andreas Dengel and Shoya Ishimaru. “Stress Detection by Machine Learning and Wearable Sensors”. In Proceedings of the 26th International Conference on Intelligent User Interfaces Companion (IUI '21), pp. 237–240, 2021. BibTeX PDF
  18. Pramod Vadiraja, Andreas Dengel and Shoya Ishimaru. “Text Summary Augmentation for Intelligent Reading Assistant”. In Proceedings of the 2nd Augmented Humans International Conference (AHs '21), pp. 319–321, 2021. BibTeX PDF
  19. Shoya Ishimaru, Takanori Maruichi, Koichi Kise and Andreas Dengel. “Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback”. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20 Asian CHI Symposium 2020), 2020. BibTeX
  20. Jayasankar Santhosh, Shoya Ishimaru and Andreas Dengel. “Generating Heatmap for Unknown Documents Towards Readability Measurement”. In Proceedings of the 25th International Conference on Intelligent User Interfaces Companion (IUI '20), pp. 47–48, 2020. BibTeX PDF
  21. Takanori Maruichi, Shoya Ishimaru and Koichi Kise. “Self-confidence Estimation on Vocabulary Tests with Stroke-level Handwriting Logs”. In Proceedings of the 15th IAPR International Conference on Document Analysis and Recognition (ICDAR HDI'19), pp. 18–22, 2019. BibTeX
  22. Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise and Andreas Dengel. “Electrooculography Dataset for Reading Detection in the Wild”. In Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '19 Adjunct), pp. 85–88, 2019. BibTeX PDF
  23. Shoya Ishimaru, Ko Watanabe, Nicolas Großmann, Carina Heisel, Pascal Klein, Yutaka Arakawa, Jochen Kuhn and Andreas Dengel. “HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents”. In Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '18 Adjunct), pp. 357–360, 2018. BibTeX PDF
  24. Soumy Jacob, Shoya Ishimaru and Andreas Dengel. “Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband”. In Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '18 Adjunct), pp. 78–81, 2018. BibTeX PDF
  25. Dayananda Herurkar, Shoya Ishimaru and Andreas Dengel. “Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection”. In Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '18 Adjunct), pp. 54–57, 2018. BibTeX PDF
  26. Yuya Ohbayashi, Shoya Ishimaru, Andreas Dengel and Koichi Kise. “Investigating Gaze and Physiological Features to Estimate Comprehension on E-learning Video Lectures”. In Proceedings of the 1st international interdisciplinary Symposium on Reading Experience and Analysis of Documents (READ '18), 2018. BibTeX
  27. Jayasankar Santhosh, Shoya Ishimaru and Andreas Dengel. “Estimating Fixation Durations for Each Word in Documents towards Readability Measurement”. In Proceedings of the 1st international interdisciplinary Symposium on Reading Experience and Analysis of Documents (READ '18), 2018. BibTeX
  28. Nicolas Großmann, Iuliia Brishtel, Shoya Ishimaru, Andreas Dengel, Carina Heisel, Pascal Klein and Jochen Kuhn. “iQL - Immersive Quantified Learning Lab”. In Proceedings of the 1st international interdisciplinary Symposium on Reading Experience and Analysis of Documents (READ '18), 2018. BibTeX
  29. Soumy Jacob, Shoya Ishimaru, Syed Saqib Bukhari and Andreas Dengel. “Gaze-Based Interest Detection on Newspaper Articles”. In Proceedings of the 7th Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (ETRA '18), p. 4, 2018. BibTeX PDF
  30. Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise and Andreas Dengel. “Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband”. In Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion (IUI '18), p. 45, 2018. BibTeX PDF
  31. Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Michael Thees, Jochen Kuhn and Andreas Dengel. “Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera”. In Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR HDI '17), pp. 32–36, 2017. BibTeX PDF
  32. Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise and Andreas Dengel. “Towards Reading Trackers in the Wild: Detecting Reading Activities by EOG Glasses and Deep Neural Networks”. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '17 Adjunct), pp. 704–711, 2017. BibTeX PDF
  33. Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura, Kai Kunze, Shoya Ishimaru and Andreas Dengel. “Quantified Reading and Learning for Sharing Experiences”. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '17 Adjunct), pp. 724–731, 2017. BibTeX PDF
  34. Shoya Ishimaru and Andreas Dengel. “ARFLED: Ability Recognition Framework for Learning and Education”. In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '17 Adjunct), pp. 339–343, 2017. BibTeX PDF
  35. Sabine Hoffmann, Helga Tauscher, Andreas Dengel, Shoya Ishimaru, Sheraz Ahmed, Jochen Kuhn, Carina Heisel and Yutaka Arakawa. “Sensing Thermal Stress at Office Workplaces”. In Proceedings of the 5th International Conference on Human-Environment Systems (ICHES '16), 2016. BibTeX PDF
  36. Shoya Ishimaru. “Cognitive State Recognition for Developing Anticipating Textbook”. In Proceedings of the 9th International Conference on Mobile Computing and Ubiquitous Networking (ICMU '16), pp. 1–2, 2016. BibTeX
  37. Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Jochen Kuhn and Andreas Dengel. “Towards an Intelligent Textbook: Eye Gaze Based Attention Extraction on Materials for Learning and Instruction in Physics”. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '16 Adjunct), pp. 1041–1045, 2016. BibTeX PDF
  38. Shoya Ishimaru, Kai Kunze, Koichi Kise and Andreas Dengel. “The Wordometer 2.0: Estimating the Number of Words You Read in Real Life using Commercial EOG Glasses”. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '16 Adjunct), pp. 293–296, 2016. BibTeX PDF
  39. Shoya Ishimaru, Tilman Dingler, Kai Kunze, Koichi Kise and Andreas Dengel. “Reading Interventions: Tracking Reading State and Designing Interventions”. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '16 Adjunct), pp. 1759–1764, 2016. BibTeX PDF
  40. Christophe Rigaud, Thanh-Nam Le, J-C Burie, Jean-Marc Ogier, Shoya Ishimaru, Motoi Iwata and Koichi Kise. “Semi-Automatic Text and Graphics Extraction of Manga using Eye Tracking Information”. In Proceedings of the 2016 12th IAPR Workshop on Document Analysis Systems (DAS '16), pp. 120–125, 2016. BibTeX PDF
  41. Shoya Ishimaru and Koichi Kise. “Quantifying the Mental State on the Basis of Physical and Social Activities”. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '15 Adjunct), pp. 1217–1220, 2015. BibTeX PDF
  42. Kai Kunze, Katsuma Tanaka, Shoya Ishimaru, Yuji Uema, Koichi Kise and Masahiko Inami. “MEME: Eye Wear Computing to Explore Human Behavior”. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '15 Adjunct), pp. 361–363, 2015. BibTeX PDF
  43. Kai Kunze, Katsutoshi Masai, Masahiko Inami, Ömer Sacakli, Marcus Liwicki, Andreas Dengel, Shoya Ishimaru and Koichi Kise. “Quantifying Reading Habits: Counting How Many Words You Read”. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp '15), pp. 87–96, 2015. BibTeX PDF
  44. Kai Kunze, Kazutaka Inoue, Katsutoshi Masai, Yuji Uema, Sean Shao-An Tsai, Shoya Ishimaru, Katsuma Tanaka, Koichi Kise and Masahiko Inami. “MEME: Smart Glasses to Promote Healthy Habits for Knowledge Workers”. In ACM SIGGRAPH 2015 Emerging Technologies (SIGGRAPH '15), p. 17, 2015. BibTeX PDF
  45. Katsuma Tanaka, Shoya Ishimaru, Koichi Kise, Kai Kunze and Masahiko Inami. “Nekoze!: Monitoring and Detecting Head Posture while Working with Laptop and Mobile Phone”. In Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health '15), pp. 237–240, 2015. BibTeX PDF
  46. Shoya Ishimaru, Kai Kunze, Katsuma Tanaka, Yuji Uema, Koichi Kise and Masahiko Inami. “Smart Eyewear for Interaction and Activity Recognition”. In Extended Abstracts of the 2015 CHI Conference on Human Factors in Computing Systems (CHI '15 EA), pp. 307–310, 2015. BibTeX PDF
  47. Shoya Ishimaru, Kai Kunze, Koichi Kise and Masahiko Inami. “Position Paper: Brain Teasers - Toward Wearable Computing That Engages Our Mind”. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '14 Adjunct), pp. 1405–1408, 2014. BibTeX PDF
  48. Shoya Ishimaru, Kai Kunze, Yuji Uema, Koichi Kise, Masahiko Inami and Katsuma Tanaka. “Smarter Eyewear: Using Commercial EOG Glasses for Activity Recognition”. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '14 Adjunct), pp. 239–242, 2014. BibTeX PDF
  49. Shoya Ishimaru, Jens Weppner, Andreas Poxrucker, Paul Lukowicz, Kai Kunze and Koichi Kise. “Shiny: An Activity Logging Platform for Google Glass”. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '14 Adjunct), pp. 283–286, 2014. BibTeX PDF
  50. Shoya Ishimaru, Jens Weppner, Kai Kunze, Andreas Bulling, Koichi Kise, Andreas Dengel and Paul Lukowicz. “In the Blink of an Eye: Combining Head Motion and Eye Blink Frequency for Activity Recognition with Google Glass”. In Proceedings of the 5th Augmented Human International Conference (AH '14), pp. 150–153, 2014. BibTeX PDF
  51. Shoya Ishimaru, Kai Kunze, Yuzuko Utsumi, Masakazu Iwamura and Koichi Kise. “Where Are You Looking At? - Feature-Based Eye Tracking on Unmodified Tablets”. In Proceedings of the 2013 2nd Asian Conference on Pattern Recognition (ACPR '13), pp. 738–739, 2013. BibTeX PDF
  52. Kai Kunze, Shoya Ishimaru, Yuzuko Utsumi and Koichi Kise. “My Reading Life: Towards Utilizing Eyetracking on Unmodified Tablets and Phones”. In Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (UbiComp '13 Adjunct), pp. 283–286, 2013. BibTeX PDF
  53. Kai Kunze, Yuki Shiga, Shoya Ishimaru and Koichi Kise. “Reading Activity Recognition Using an Off-the-Shelf EEG – Detecting Reading Activities and Distinguishing Genres of Documents”. In Proceedings of the 2013 12th International Conference on Document Analysis and Recognition (ICDAR '13), pp. 96–100, 2013. BibTeX PDF

Miscellaneous (without peer review)

  1. Shoya Ishimaru, Takanori Maruichi, Andreas Dengel and Koichi Kise. “Confidence-Aware Learning Assistant”. In arXiv preprint arXiv:2102.07312, 2021. BibTeX PDF

Domestic Conference Papers

  1. 琴浦 陽南, 山本 航平, 堀川 昴輝, 高本 凌平, 野々宮 悠太, 岩下 雄一郎, 栗生 薫, 石丸 翔也, 仲子 聡一郎, 岡村 浩史, 岩村 雅一, 黄瀬 浩一 and 新谷 歩. 臨床テーブルデータと胸部X線画像を統合したツリー系機械学習モデルによる COVID-19 患者の予後予測. 第43回医療情報学連合大会 (第24回日本医療情報学会学術大会), 2023.

  2. 野々宮 悠太, 柳 健大, 栗生 薫, 内田 時央, 岩下 雄一郎, 藤原 史規, 山岡 幹太, 石丸 翔也, 仲子 聡一郎, 岡村 浩史, 岩村 雅一, 黄瀬 浩一, 新谷歩. 集中治療室における短期的な死亡を予測する再帰型ニューラルネットワークを用いた動的予測モデルの提案：MIMIC-IVデータベースを利用した後方視的コホート研究. 第43回医療情報学連合大会 (第24回日本医療情報学会学術大会), 2023.

  3. 劉 少楠, 野々宮 悠太, 岩下 雄一郎, 木村 誠一, 齋藤 美紅, 山崎 桜花, 石丸 翔也, 仲子 聡一郎, 岡村 浩史, 岩村 雅一, 黄瀬 浩一, 新谷 歩. 集中治療室における再入室イベントを予測する機械学習ベースの生存時間解析モデルに時系列データが与える影響. 第43回医療情報学連合大会 (第24回日本医療情報学会学術大会), 2023.

  4. 洲澤 春樹, 松田 裕貴, 諏訪 博彦, 安本 慶一 and 石丸翔也. 生成AIを用いたマルチモーダル情報に基づくセルフマネジメントアプリの提案. 2023年度 情報処理学会関西支部 支部大会, 2023.

  5. 田中 紀行, 松岡 凜太郎, 渡邊 洸, 石丸 翔也, 藤本 まなと and 阿多信吾. マルチモーダルセンシングによる映像授業受講時における集中状態推定システムの検討. 電子情報通信学会2023年ソサイエティ大会, 2023.

  6. 陳 辰昊, 徳原 耕亮, 荒川 豊, 渡邉 洸 and 石丸 翔也. マルチモーダルなマイクロ行動分析に基づく複数人会議の定量化. 人工知能学会全国大会論文集 第36回全国大会 (2022), no. 1P1-GS-10-04, 2022.

  7. 徳原 耕亮, 渡邉 洸, 石丸 翔也 and 荒川 豊. ミーティング中のうなずきを対象としたヒューマンインザループ動画アノテーションシステムの構築と評価. 人工知能学会全国大会論文集 第36回全国大会 (2022), no. 3I3-OS-5a-01, 2022.

  8. 渡邉 洸, 石丸 翔也 and 荒川 豊. インタラクティブなデジタル教科書の作成用ツールHyperMind Builderの開発および評価. インタラクション2019, pp. 778-783, 2019.

  9. Jochen Kuhn, Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann and Andreas Dengel. "HyperMind, das antizipierende Schulbuch – Ein Beitrag zur Unterrichtsentwicklung". The World Education Leadership Symposium 2017, 2017.

  10. 黄瀬 浩一, Olivier Augereau, Charles Lima Sanches, 藤好 宏樹, 大社 綾乃, 山田 健斗, Kai Kunze, 石丸 翔也 and Andreas Dengel. 様々なセンサを用いた読書行動解析. 教育情報システム学会研究会報告, vol. 32, no. 2, pp. 53-60, 2017.

  11. 星加 健介, 石丸 翔也, Olivier Augereau and 黄瀬 浩一. リーディングライフログを用いた日常的な読書行動の計量. 電子情報通信学会技術研究報告, vol. 116, no. 38, PRMU2016-19, pp. 101-106, 2016.

  12. 大社 綾乃, 石丸 翔也, Olivier Augereau and 黄瀬 浩一. 視点情報を用いた主観的高難易度単語の推定. 電子情報通信学会技術研究報告, vol. 115, no. 517, PRMU2015-189, pp. 149-153, 2016.

  13. 藤好 宏樹, 石丸 翔也, Olivier Augereau and 黄瀬 浩一. 視点情報を用いた英語習熟度推定法の実験的検討. 電子情報通信学会技術研究報告, vol. 115, no. 517, PRMU2015-195, pp. 185-190, 2016.

  14. 石丸 翔也, クンツェ カイ and 黄瀬 浩一. 眼電位を用いたみんなのための眼球運動認識. 電子情報通信学会技術研究報告, vol. 114, no. 230, PRMU2014-62, pp. 45-48, 2014.

  15. Shoya Ishimaru, Kai Kunze, Koichi Kise, Yuji Uema and Masahiko Inami. J!NS MEME — Activity Recognition using Smart Eyewear. 第17回画像の認識・理解シンポジウム MIRU2014, 2014.

  16. 石丸 翔也, Jens Weppner, Kai Kunze, Paul Lukowicz, Andreas Dengel, Andreas Bulling and 黄瀬 浩一. Google Glassを用いた瞬き検出と認知的行動の認識. 第17回画像の認識・理解シンポジウム MIRU2014, 2014.

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