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Hi, I am Haru :)

Haru Kaneko

Doctor 3rd student at Kyushu Institute of Technology.

I am looking for a post-doctoral/assistant professor position in the area of analytics and machine learning for activity recognition and EHR.

Leadership
Team Work
Communication
Hard Working
Fast Learner
Problem Solving

Skills

Publications

[2024]

[1] ( Reviewed ) Masato Uchimura, Haru Kaneko, Sozo Inoue :"Analysis of Care Records for Predicting Urination Times", Human Activity and Behavior Analysis, (2024), [Link].
[2] ( Reviewed ) Defry Hamdhana, Haru Kaneko, John Noel Victorino, Sozo Inoue :"Improved Evaluation Metrics for Sentence Suggestions in Nursing and Elderly Care Record Applications", Healthcare, Vol. 12, (2024), doi.org/10.3390/healthcare12030367.
[3] ( 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.org/10.60401/ijabc.12.

[2023]

[4] ( Reviewed ) Defry Hamdhana, Chrisitina A Garcia, Nazmun Nahid, Haru Kaneko, Sayeda Shamma, Tahera Hossain, Sozo Inoue :"Summary of the Fourth Nurse Care Activity Recognition Challenge - Predicting Future Activities Reviewed International journal", Human Activity and Behavior Analysis, (2023), [Link].
[5] Min Xinyi, Haru Kaneko, Sozo Inoue :"Analysis and Prediction of Mood Changes in the Elderly in Long-Term Care Facilities (In Japanese)", Distributed, Cooperative, and Mobile Symposium (DICOMO2023), (2023),
[6] ( Reviewed ) Haru Kaneko, Sozo Inoue :"Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition", UbiComp '23: 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 (HASCA), (2023), doi.org/10.48550/arXiv.2306.16017.
[7] ( Reviewed ) Min Xinyi, Haru Kaneko, Sozo Inoue :"Predicting and Analyzing Emotions of Elderly People in Care Facilities", UbiComp '23: 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 (HASCA), (2023), doi.org/10.1145/3594739.3610738.

[2022]

[8] Haru Kaneko :"Automatic Generation of Care Record Contents Using Machine Learning (In Japanese)", Master Thesis, pp 1-55, (2022),
[9] Haru Kaneko, Masatoshi Uchimura, Koki Miyake, Sozo Inoue :"Toward Use and Analysis of Scientific Care Information System LIFE data (In Japanese)", IPSJ SIG UBI Technical Reports, Vol. 2022, No. 12, pp pp 1-7, (2022), Online, [Link].
[10] Haru Kaneko, and Sozo Inoue :"Analysis of Individual Differences Among Elderlies for Automatic Generation of Care Records (In Japanese)", Multimedia, Distributed, Cooperative, and Mobile Symposium 2022 (DICOMO2022), pp 1-5, (2022), Online,
[11] Min Xinyi, Haru Kaneko, Sozo Inoue :"Data Collection and Analysis of Mood of Elderly and Staff in Long-Term Care Facilities (In Japanese)", Multimedia, Distributed, Cooperative, and Mobile Symposium 2022 (DICOMO2022), (2022),
[12] Haru Kaneko, Muhammad Fikry, Sozo Inoue :"Development of Care Forecasting and Tracing Systems in Nursing and Medical Care (In Japanese)", IPSJ SIG UBI Technical Reports, pp 1-7, (2022), Tokyo,
[13] Xinyi Min, Haru Kaneko, Sozo Inoue :"Analyzing and Predicting Emotions of Elderly People in Care Facilities", International Symposium on Applied Engineering and Sciences (SAES2022), (2022),
[14] Defry Hamdhana, Haru Kaneko, John Noel Victorino, Sozo Inoue :"Toward Automatic Sentence Suggestion in Care Record Mobile Applications", International Symposium on Applied Engineering and Sciences (SAES2022), (2022),
[15] 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", IPSJ SIG ASD Technical Reports, (2022), Kitakyushu,

[2021]

[16] ( Reviewed ) Haru Kaneko, Tahera Hossain, Sozo Inoue :"Estimation of Record Contents for Automatic Generation of Care Records", Human Activity Recognition Challenge, Springer Nature, Vol. 204, pp 289-306, (2021), doi.org/10.1007/978-981-15-8944-7_18. Kitakyushu Japan,
[17] Haru Kaneko, Tahera Hossain, Sozo Inoue :"Trend Analysis by Record Item for Automatic Generation of Care Records", Multimedia, Distributed, Cooperative, and Mobile Symposium (DICOMO2021), pp 1-9, (2021), Online, [Link].
[18] ( Reviewed ) Haru Kaneko, Tahera Hossain, Sozo Inoue :"Analysis of Feature Importances for Automatic Generation of Care Records", UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (HASCA), No. 5, pp 316–321, (2021), doi.org/10.1145/3460418.3479354. Virtual, USA Online,
[19] ( 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, pp 249–261, (2021), doi.org/10.1007/978-981-19-0361-8_17. [Link].

[2020]

[20] Haru Kaneko :"Estimate the Recorded Detail of Care Records by Machine Learning", Bachelor Thesis, pp 1-31, (2020), Iizuka,
[21] Haru Kaneko, Sozo Inoue :"Toward Estimate Record Contents for Automatic Generation of Care Records (In Japanese)", IPSJ SIG UBI Technical Reports, Vol. 2020, No. 41, pp 1-6, (2020), Nagoya,Japan Online, [Link].
[22] Haru Kaneko, Sozo Inoue :"Analysis of Individual Differences Among Elderlies for Automatic Generation of Care Records (In Japanese)", Multimedia, Distributed, Cooperative, and Mobile Symposium (DICOMO2022), pp 1-7, (2020), Online, [Link].
[23] ( 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), pp 1-6, (2020), Online, [Link].

[2019]

[24] Haru Kaneko, Sozo Inoue :"Toward Automatically Generate of Care Records in Care Facilities (In Japanese)", Proceedings of Japan Society for Fuzzy Theory and Intelligent Informatics, pp 2-5, (2019), Izuka, [Link].

Participations

2023-10 Ubicomp 2023 (Cancun, Mexico) : For the first time, I participated offline in such big international conference.
2023-09 ABC 2023 (Germany (Hybrid)) : Presente summary of challenge results
2023-03-13 - 16 Shonan Meeting 196 on "Everlasting Social Signal Processing - From Labs into the Real World" (Shonan Village Center) : 英語での議論はとても難しかったが、内容はとても面白かった。いろんな人の考え方が知れるのがいい。
2022-12-02 IPSJ SIGASD 25 (Kitakyushu) : 若松だったので参加した、招待講演が超面白かった
2022-09-05~06 IPSJ SIGUBI 75 (Kanagawa) : Presente my paper
2022-06-06~07 IPSJ SIGUBI 74 (kitakyushu) : 戸畑キャンパスだったので参加した
2022-10-27~29 ABC 2022 (UK) : 聞いた
2022-03-07 IPSJ SIGUBI 73 (Oonline) : Presente my paper
2021-10-22~23 ABC Conference 2021 (Oonline) : Participated
2021-09-21~26 Ubicomp 2021 / HASCA workshop (Oonline) : Presented a paper
2021-08-16~23 10th ICIEV & 5th IVPR (Oonline) : 本当は北九州で開催される予定だったが、オンライン開催に切り替わった。
2021-06-30~02 DICOMO 20201 (Online) : Presented a paper. そろそろオフラインの学会にも参加したいけどなあ.
2021-01-07~14 IJICAI 2020 (Online) : I participated in workshops and other events. I did not feel that I was participating in the conference because the video of the authors' slide presentation was open to the public.
2020-11-21~23 APAMI 2020 (Online) : Presented a paper
2020-09-12~17 UbiComp 2020 (Online) : ワークショップなどに参加した.
2020-08-26~29 ABC Conference 2020 (Kitakyushu) : Presented a paper.
2020-06-24~26 DICOMO 2020 (Online) : Presented a paper and Night technical session
2020-02-24 IPSJ SIGUBI65 (Online) : Presented a paper.
2019-11-30 SOFT九州 2019 (Iizuka) : Presented a paper. 初めての学会というもの.

Education

Doctor | Department of Life Science and Systems Engineering, Graduate School of Life Science and Systems Engineering.
Master | Department of Human Intelligence Systems, Graduate School of Life Science and Systems Engineering.
Bachelor | Department of system design and informatics

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Works