[2026]
[1]
(Reviewed)
Haru Kaneko, Sozo Inoue: "No More False Alert: Contrastive Learning for Predicting Health Deterioration from Imbalanced Care Records",
Sensors, Vol.26, No.11, pp.3561,
(2026)
[DOI][2]
(Reviewed)
Xinyi Min,
Haru Kaneko, Takeshi Takahama, Yuka Shono, Yuji Tanaka, Sozo Inoue: "Job Satisfaction Among Frontline Caregivers: The Mediating Role of Psychological Safety and Personality Traits",
Healthcare,
(2026)
[DOI][3]
Prerna Jamloki, Christina Garcia,
Haru Kaneko, Sozo Inoue: "Explainable AI for Clinical Data from EHR Using SHAP and LLM-Based Knowledge",
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2025), Vol.2, pp.216-229,
(2026)
[DOI][2025]
[4] (Reviewed)
Haru Kaneko, John Noel Victorino, Christina Garcia, Defry Hamdhana, Muhammad Fikry, Nazmun Nahid, Tahera Hossain, Tomohiro Shibata, Sozo Inoue: "Forecasting the Wearing-Off Phenomenon in Parkinson's Disease: Summarized Approaches and Insights",
Activity, Behavior, and Healthcare Computing,
(2025)
[5]
Haru Kaneko, MIN Xinyi, Sozo Inoue: "Predicting Elderly Health Illness Using Care Records with Contrast Loss for Imbalanced Data",
研究報告高齢社会デザイン（ASD）,
(2025)
[6]
Tahei Fujioka, Christina Garcia,
Haru Kaneko, Sozo Inoue: "Optimization of Time Parameters for Recognizing Abnormal Behaviors in Individuals with Developmental Disabilities",
マルチメディア，分散，協調とモバイルシンポジウム2025論文集, Vol.2025,
(2025)
[Link][2024]
[7] (Reviewed)
Defry Hamdhana, Christina Garcia, Nazmun Nahid, Haru Kaneko, Sayeda Shamma Alia, Tahera Hossain, Sozo Inoue: "Summary of the fourth nurse care activity recognition challenge-predicting future activities",
Human Activity and Behavior Analysis,
(2024)
[8]
(Reviewed)
Defry Hamdhana,
Haru Kaneko, John Noel Victorino, Sozo Inoue: "Improved Evaluation Metrics for Sentence Suggestions in Nursing and Elderly Care Record Applications",
Healthcare,
(2024)
[DOI][9]
(Reviewed)
Naoya Miyake,
Haru Kaneko, Elsen Ronando, Christina Garcia, Sozo Inoue: "Toward Detecting and Explaining Stress of Nurses Using Wearable Devices and LLMs",
,
(2024)
[DOI][10]
(Reviewed)
Masato Uchimura,
Haru Kaneko, Sozo Inoue: "Analysis of Care Records for Predicting Urination Times",
Human Activity and Behavior Analysis: Advances in Computer Vision and Sensors: Volume 1, Vol.1,
(2024)
[DOI][11]
(Reviewed)
Hoang Anh Vy Ngo,
Haru Kaneko, Iqbal Hassan, Elsen Ronando, Milyun Ni’ma Shoumi, Ryuya Munemoto, Tahera Hossain, Sozo Inoue: "Summary of the Nurse Care Activity Recognition Challenge Using Skeleton Data from Video with Generative AI",
International Journal of Activity and Behavior Computing, Vol.2024, No.3, pp.1-20,
(2024)
[DOI][12]
(Reviewed)
Chrisitina A Garcia, Quynh N Phuong Vu,
Haru Kaneko, Sozo Inoue: "A Relabeling Approach to Signal Patterns for Beacon-based Indoor Localization in Nursing Care Facility",
International Journal of Activity and Behavior Computing, Vol.2024, No.1, pp.1-19,
(2024)
[DOI][13]
Haru Kaneko, MIN Xinyi, Sozo Inoue: "Toward Detecting Early Signs of Health Deterioration in Elderly Care Records",
マルチメディア，分散，協調とモバイルシンポジウム2024論文集,
(2024)
[14]
Min Xinyi,
金子 晴, 高浜 武史, 田中 祐司, 井上 創造: "Toward Analyzing Effect of Psychological Safety and Personality to Job Satisfaction of Care Workers",
マルチメディア，分散，協調とモバイルシンポジウム2024論文集, Vol.2024,
(2024)
[Link][15]
三宅 直哉,
金子 晴, Elsen Ronando, 井上 創造: "Toward Detecting Nurse Stress Using LLM from Accelerometer and Physiological Sensor Dataset",
マルチメディア，分散，協調とモバイルシンポジウム2024論文集, Vol.2024,
(2024)
[Link][16]
Min Xinyi, Haru Kaneko, Takahama Takeshi, Masano Yuka, Tanaka Yuji, Inoue Sozo: "Analysis of Personality Traits and Psychological Safety Factors Influencing Job Satisfaction in Long-Term Care Facilities",
情報処理学会研究報告(Web), Vol.2024, No.MBL-112,
(2024)
[2023]
[17]
(Reviewed)
Haru Kaneko, Sozo Inoue: "Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition.",
UbiComp/ISWC Adjunct, pp.475-479,
(2023)
[DOI][18]
(Reviewed)
Xinyi Min,
Haru Kaneko, Sozo Inoue: "Predicting and Analyzing Emotion of Elderly People in Care Facilities.",
UbiComp/ISWC Adjunct, pp.457-462,
(2023)
[DOI][19]
Min Xinyi,
Haru Kaneko, Sozo Inoue: "Analysis and Prediction of Mood Changes in the Elderly in Long-Term Care Facilities",
マルチメディア，分散，協調とモバイルシンポジウム2023論文集, Vol.2023,
(2023)
[Link][2022]
[20]
Haru Kaneko, FIKRY Muhammad, Sozo Inoue: "Development of Care Forecasting and Tracking Systems for Long-Term Care and Healthcare",
研究報告ユビキタスコンピューティングシステム（UBI）,
(2022)
[21]
Haru Kaneko, MIN Xinyi, Sozo Inoue: "Analysis of Individual Differences Among Residents for the Automatic Generation of Care Records",
マルチメディア，分散，協調とモバイルシンポジウム2022論文集,
(2022)
[22]
Haru Kaneko, Masato Uchimura, Koki Miyake, Sozo Inoue: "A Study on the Utilization and Analysis of LIFE Data from the Scientific Long-Term Care Information System",
研究報告ユビキタスコンピューティングシステム（UBI）,
(2022)
[23]
Defry Hamdhana, Haru Kaneko, Christina Garcia, Nazmun Nahid, Sayeda Shamma Alia, Tahera Hossain, Sozo Inoue: "Brief Summary of The 4th Nurse Care Activity Recognition Challenge (In Japanese)",
研究報告高齢社会デザイン（ASD）,
(2022)
[24]
Masato Uchimura, Haru Kaneko, Sozo Inoue: "Toward Predicting Urination Data Using Nursing Care Records",
研究報告高齢社会デザイン（ASD）,
(2022)
[25]
Masato Uchimura,
Haru Kaneko, Sozo Inoue: "Toward Analysis of Urination Data for Predicting Bowel Movement Times Using Care Records",
マルチメディア，分散，協調とモバイルシンポジウム2022論文集, Vol.2022,
(2022)
[Link][26]
Min Xinyi,
Haru Kaneko, Sozo Inoue: "Collection and Analysis of Mood Data for Elderly Individuals and Staff at Long-Term Care Facilities",
マルチメディア，分散，協調とモバイルシンポジウム2022論文集, Vol.2022,
(2022)
[Link][2021]
[27]
(Reviewed)
Haru Kaneko, Tahera Hossain, Sozo Inoue: "Estimation of Record Contents for Automatic Generation of Care Records",
Smart Innovation, Systems and Technologies, Vol.204,
(2021)
[DOI][28]
(Reviewed)
Sayeda Shamma Alia, Kohei Adachi, Tahera Hossain, Nhat-Tan Le,
Haru Kaneko, Paula Lago, Tsuyoshi Okita, Sozo Inoue: "Summary of the Third Nurse Care Activity Recognition Challenge - Can We Do from the Field Data?",
UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, pp.428-433,
(2021)
[DOI][29]
(Reviewed)
Haru Kaneko, Tahera Hossain, Sozo Inoue: "Analysis of Feature Importances for Automatic Generation of Care Records",
UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, pp.316-321,
(2021)
[DOI][30]
(Reviewed)
Kohei Adachi, Sayeda Shamma Alia, Nazmun Nahid,
Haru Kaneko, Paula Lago, Sozo Inoue: "Summary of the Bento Packaging Activity Recognition Challenge.",
Sensor- and Video-Based Activity and Behavior Computing - Proceedings of 3rd International Conference on Activity and Behavior Computing (ABC 2021)(ABC), pp.249-261,
(2021)
[DOI][31]
Haru Kaneko, Tahera Hossain, Sozo Inoue: "Trend Analysis by Data Field for Automated Generation of Care Records",
マルチメディア，分散協調とモバイルシンポジウム2021論文集,
(2021)
[2020]
[32] (Reviewed)
Haru Kaneko, Tahera Hossain, Sozo Inoue: "Implementation of Care Records Automatic Generation Function in a Care Record Application",
The 40th Joint Conference on Asia-Pacific Association of Medical Informatics (APAMI 2020),
(2020)
[33] (Reviewed)
Haru Kaneko, Tahera Hossain, Sozo Inoue: "Implementation of Care Records Automatic Generation Function in a Care Record Application (In Japanese)",
The 40th Joint Conference on Asia-Pacific Association of Medical Informatics (APAMI), pp.1-6,
(2020)
[34]
Haru Kaneko, Sozo Inoue: "Implementation of an Automatic Record Generation Feature in a Care Record Application",
マルチメディア，分散協調とモバイルシンポジウム2020論文集,
(2020)
[35]
Haru Kaneko, Sozo Inoue: "Estimation of Record Contents for Automatic Generation of Care Record",
研究報告ユビキタスコンピューティングシステム（UBI）,
(2020)
[2019]
[36]
Haru Kaneko, Sozo Inoue: "Toward Automated Generation of Care Records in Long-Term Care Facilities",
日本知能情報ファジィ学会九州支部学術講演会,
(2019)
