KANEKO Haru
| College of Humanities and Sciences Department of Information Science | Research Assistant |
Researcher Information
Research Keyword
Career
Educational Background
- Apr. 2022 - Mar. 2026
Kyushu Institute of Technology, Graduate School of Life Science and Systems Engineering, Department of Life Science and Systems Engineering - Apr. 2020 - Mar. 2022
Kyushu Institute of Technology, Graduate School of Life Science and Systems Engineering, Department of Human Intelligence Systems - Apr. 2016 - Mar. 2020
Kyushu Institute of Technology, School of Computer Science and Systems Engineering, Department of system design and informatics
Research activity information
Award
Paper
- No More False Alert: Contrastive Learning for Predicting Health Deterioration from Imbalanced Care Records
Haru Kaneko; Sozo Inoue
Sensors, Jun. 2026, Refereed, Not invited
Lead - Job Satisfaction Among Frontline Caregivers: The Mediating Role of Psychological Safety and Personality Traits
Xinyi Min; Haru Kaneko; Takeshi Takahama; Yuka Shono; Yuji Tanaka; Sozo Inoue
Healthcare, Apr. 2026, Refereed, Not invited - Explainable AI for Clinical Data from EHR Using SHAP and LLM-Based Knowledge
Prerna Jamloki; Christina Garcia; Haru Kaneko; Sozo Inoue
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2025), Apr. 2026 - Forecasting the Wearing-Off Phenomenon in Parkinson's Disease: Summarized Approaches and Insights
Haru Kaneko; John Noel Victorino; Christina Garcia; Defry Hamdhana; Muhammad Fikry; Nazmun Nahid; Tahera Hossain; Tomohiro Shibata; Sozo Inoue
Activity, Behavior, and Healthcare Computing, Feb. 2025, Refereed, Not invited
Lead - Summary of the fourth nurse care activity recognition challenge-predicting future activities
Defry Hamdhana; Christina Garcia; Nazmun Nahid; Haru Kaneko; Sayeda Shamma Alia; Tahera Hossain; Sozo Inoue
Human Activity and Behavior Analysis, Apr. 2024, Refereed, Not invited - Toward Detecting and Explaining Stress of Nurses Using Wearable Devices and LLMs
Naoya Miyake; Haru Kaneko; Elsen Ronando; Christina Garcia; Sozo Inoue
2024, Refereed - Analysis of Care Records for Predicting Urination Times
Masato Uchimura; Haru Kaneko; Sozo Inoue
Human Activity and Behavior Analysis: Advances in Computer Vision and Sensors: Volume 1, 2024, Refereed - Summary of the Nurse Care Activity Recognition Challenge Using Skeleton Data from Video with Generative AI
Hoang Anh Vy Ngo; Haru Kaneko; Iqbal Hassan; Elsen Ronando; Milyun Ni’ma Shoumi; Ryuya Munemoto; Tahera Hossain; Sozo Inoue
International Journal of Activity and Behavior Computing, 2024, Refereed - A Relabeling Approach to Signal Patterns for Beacon-based Indoor Localization in Nursing Care Facility
Chrisitina A Garcia; Quynh N Phuong Vu; Haru Kaneko; Sozo Inoue
International Journal of Activity and Behavior Computing, 2024, Refereed, Not invited - Improved Evaluation Metrics for Sentence Suggestions in Nursing and Elderly Care Record Applications
Defry Hamdhana; Haru Kaneko; John Noel Victorino; Sozo Inoue
Healthcare, Jan. 2024, Refereed - Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition.
Haru Kaneko; Sozo Inoue
UbiComp/ISWC Adjunct, 2023, Refereed
Lead - Predicting and Analyzing Emotion of Elderly People in Care Facilities.
Xinyi Min; Haru Kaneko; Sozo Inoue
UbiComp/ISWC Adjunct, 2023, Refereed - Estimation of Record Contents for Automatic Generation of Care Records
Haru Kaneko; Tahera Hossain; Sozo Inoue
Smart Innovation, Systems and Technologies, 2021, Refereed
Lead - Summary of the Third Nurse Care Activity Recognition Challenge - Can We Do from the Field Data?
Sayeda Shamma Alia; Kohei Adachi; Tahera Hossain; Nhat-Tan Le; Haru Kaneko; Paula Lago; Tsuyoshi Okita; Sozo Inoue
UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021, Refereed - Analysis of Feature Importances for Automatic Generation of Care Records
Haru Kaneko; Tahera Hossain; Sozo Inoue
UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021, Refereed
Lead - Summary of the Bento Packaging Activity Recognition Challenge.
Kohei Adachi; Sayeda Shamma Alia; Nazmun Nahid; Haru Kaneko; Paula Lago; Sozo Inoue
Sensor- and Video-Based Activity and Behavior Computing - Proceedings of 3rd International Conference on Activity and Behavior Computing (ABC 2021)(ABC), 2021, Refereed - Implementation of Care Records Automatic Generation Function in a Care Record Application
Haru Kaneko; Tahera Hossain; Sozo Inoue
The 40th Joint Conference on Asia-Pacific Association of Medical Informatics (APAMI), Dec. 2020, Refereed, Not invited
Lead
MISC
- Optimization of Time Parameters for Recognizing Abnormal Behaviors in Individuals with Developmental Disabilities
Tahei Fujioka; Christina Garcia; Haru Kaneko; Sozo Inoue
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, 18 Jun. 2025, Not refereed, Not invited - Toward Analyzing Effect of Psychological Safety and Personality to Job Satisfaction of Care Workers
Min Xinyi; 金子 晴; 高浜 武史; 田中 祐司; 井上 創造
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, 19 Jun. 2024, Not refereed, Not invited - Toward Detecting Nurse Stress Using LLM from Accelerometer and Physiological Sensor Dataset
三宅 直哉; 金子 晴; Elsen Ronando; 井上 創造
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, 19 Jun. 2024 - Analysis of Personality Traits and Psychological Safety Factors Influencing Job Satisfaction in Long-Term Care Facilities
Min Xinyi; Haru Kaneko; Takahama Takeshi; Masano Yuka; Tanaka Yuji; Inoue Sozo
情報処理学会研究報告(Web), 2024 - Analysis and Prediction of Mood Changes in the Elderly in Long-Term Care Facilities
Min Xinyi; Haru Kaneko; Sozo Inoue
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, 28 Jun. 2023 - Brief Summary of The 4th Nurse Care Activity Recognition Challenge
Defry Hamdhana; Haru Kaneko; Christina Garcia; Nazmun Nahid; Sayeda Shamma Alia; Tahera Hossain; Sozo Inoue
研究報告高齢社会デザイン（ASD）, Dec. 2022, Not refereed, Not invited - Toward Predicting Urination Data Using Nursing Care Records
Masato Uchimura; Haru Kaneko; Sozo Inoue
研究報告高齢社会デザイン（ASD）, Dec. 2022, Not refereed, Not invited - Toward Analysis of Urination Data for Predicting Bowel Movement Times Using Care Records
Masato Uchimura; Haru Kaneko; Sozo Inoue
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, 06 Jul. 2022 - Collection and Analysis of Mood Data for Elderly Individuals and Staff at Long-Term Care Facilities
Min Xinyi; Haru Kaneko; Sozo Inoue
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, 06 Jul. 2022
Lectures, oral presentations, etc.
- Predicting Elderly Health Illness Using Care Records with Contrast Loss for Imbalanced Data
Haru Kaneko; MIN Xinyi; Sozo Inoue
研究報告高齢社会デザイン（ASD）, Dec. 2025, Not invited - Toward Detecting Early Signs of Health Deterioration in Elderly Care Records
Haru Kaneko; MIN Xinyi; Sozo Inoue
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, Jun. 2024 - Analysis of Individual Differences Among Residents for the Automatic Generation of Care Records
Haru Kaneko; MIN Xinyi; Sozo Inoue
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, Jul. 2022, Not invited - Development of Care Forecasting and Tracking Systems for Long-Term Care and Healthcare
Haru Kaneko; FIKRY Muhammad; Sozo Inoue
研究報告ユビキタスコンピューティングシステム（UBI）, Sep. 2022, Not invited - A Study on the Utilization and Analysis of LIFE Data from the Scientific Long-Term Care Information System
Haru Kaneko; Masato Uchimura; Koki Miyake; Sozo Inoue
研究報告ユビキタスコンピューティングシステム（UBI）, Feb. 2022, Not invited - Trend Analysis by Data Field for Automated Generation of Care Records
Haru Kaneko; Tahera Hossain; Sozo Inoue
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, Jun. 2021 - Implementation of an Automatic Record Generation Feature in a Care Record Application
Haru Kaneko; Sozo Inoue
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, Jun. 2020, Not invited - Estimation of Record Contents for Automatic Generation of Care Record
Haru Kaneko; Sozo Inoue
研究報告ユビキタスコンピューティングシステム（UBI）, Mar. 2020 - Toward Automated Generation of Care Records in Long-Term Care Facilities
Haru Kaneko; Sozo Inoue
日本知能情報ファジィ学会九州支部学術講演会, Dec. 2019, Not invited
