Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers

Casey C. Bennett; Cedomir Stanojevic; Jiyeong Oh; Junyeong Ahn; Yeeun Jeon; Kanghee Son; Nikki Abbott

doi:10.1109/BSN63547.2024.10780502

Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers

Casey C. Bennett
, Cedomir Stanojevic
, Jiyeong Oh
, Junyeong Ahn
, Yeeun Jeon
, Kanghee Son
, Nikki Abbott

Clemson University
Hanyang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings
Publisher	IEEE (Institute of Electrical and Electronics Engineers)
ISBN (Electronic)	9798331530143
DOIs	https://doi.org/10.1109/BSN63547.2024.10780502
State	Published - 2024
Event	20th IEEE International Conference on Body Sensor Networks, BSN 2024 - Chicago, United States Duration: Oct 15 2024 → Oct 17 2024

Publication series

Name	2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings

Conference

Conference	20th IEEE International Conference on Body Sensor Networks, BSN 2024
Country/Territory	United States
City	Chicago
Period	10/15/24 → 10/17/24

ASJC Scopus Subject Areas

Computer Networks and Communications
Biomedical Engineering
Health Informatics
Instrumentation

Keywords

Autism
Deep Learning
Few Shot Learning
Machine Learning
Sensor Data
SMOTE

Access to Document

10.1109/BSN63547.2024.10780502

Cite this

Bennett, C. C., Stanojevic, C., Oh, J., Ahn, J., Jeon, Y., Son, K., & Abbott, N. (2024). Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers. In 2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings (2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings). IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BSN63547.2024.10780502

Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers. / Bennett, Casey C.; Stanojevic, Cedomir; Oh, Jiyeong et al.
2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 2024. (2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bennett, CC, Stanojevic, C, Oh, J, Ahn, J, Jeon, Y, Son, K & Abbott, N 2024, Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers. in 2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings. 2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings, IEEE (Institute of Electrical and Electronics Engineers), 20th IEEE International Conference on Body Sensor Networks, BSN 2024, Chicago, United States, 10/15/24. https://doi.org/10.1109/BSN63547.2024.10780502

Bennett CC, Stanojevic C, Oh J, Ahn J, Jeon Y, Son K et al. Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers. In 2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers). 2024. (2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings). doi: 10.1109/BSN63547.2024.10780502

Bennett, Casey C. ; Stanojevic, Cedomir ; Oh, Jiyeong et al. / Digital Health Sensor Data in Autism : Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers. 2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings. IEEE (Institute of Electrical and Electronics Engineers), 2024. (2024 IEEE 20th International Conference on Body Sensor Networks, BSN 2024 - Proceedings).

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title = "Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers",

keywords = "Autism, Deep Learning, Few Shot Learning, Machine Learning, Sensor Data, SMOTE",

author = "Bennett, \{Casey C.\} and Cedomir Stanojevic and Jiyeong Oh and Junyeong Ahn and Yeeun Jeon and Kanghee Son and Nikki Abbott",

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M3 - Conference contribution

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Digital Health Sensor Data in Autism: Developing Few Shot Learning Approaches for Traditional Machine Learning Classifiers

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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