Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics

Grant Ellison; Milla Penelope Markovic; Delaram Yazdansepas

doi:10.1109/ICMLA58977.2023.00056

Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics

Grant Ellison, Milla Penelope Markovic, Delaram Yazdansepas

Computer Science

Loyola Marymount University

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

Original language	English
Title of host publication	Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023
Editors	M. Arif Wani, Mihai Boicu, Moamar Sayed-Mouchaweh, Pedro Henriques Abreu, Joao Gama
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	355-361
Number of pages	7
ISBN (Electronic)	9798350345346
DOIs	https://doi.org/10.1109/ICMLA58977.2023.00056
State	Published - 2023
Event	22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 - Jacksonville, United States Duration: Dec 15 2023 → Dec 17 2023

Publication series

Name	Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023

Conference

Conference	22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023
Country/Territory	United States
City	Jacksonville
Period	12/15/23 → 12/17/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition

Keywords

Activity Shapelets
Biometrics
Classification
Clustering
Human Activity Recognition
Machine Learning
Time Series

Access to Document

10.1109/ICMLA58977.2023.00056

Cite this

Ellison, G., Penelope Markovic, M., & Yazdansepas, D. (2023). Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics. In M. Arif Wani, M. Boicu, M. Sayed-Mouchaweh, P. H. Abreu, & J. Gama (Eds.), Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 (pp. 355-361). (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICMLA58977.2023.00056

Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics. / Ellison, Grant; Penelope Markovic, Milla; Yazdansepas, Delaram.
Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. ed. / M. Arif Wani; Mihai Boicu; Moamar Sayed-Mouchaweh; Pedro Henriques Abreu; Joao Gama. Institute of Electrical and Electronics Engineers Inc., 2023. p. 355-361 (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

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

Ellison, G, Penelope Markovic, M & Yazdansepas, D 2023, Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics. in M Arif Wani, M Boicu, M Sayed-Mouchaweh, PH Abreu & J Gama (eds), Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023, Institute of Electrical and Electronics Engineers Inc., pp. 355-361, 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, United States, 12/15/23. https://doi.org/10.1109/ICMLA58977.2023.00056

Ellison G, Penelope Markovic M, Yazdansepas D. Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics. In Arif Wani M, Boicu M, Sayed-Mouchaweh M, Abreu PH, Gama J, editors, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 355-361. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023). doi: 10.1109/ICMLA58977.2023.00056

Ellison, Grant ; Penelope Markovic, Milla ; Yazdansepas, Delaram. / Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics. Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. editor / M. Arif Wani ; Mihai Boicu ; Moamar Sayed-Mouchaweh ; Pedro Henriques Abreu ; Joao Gama. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 355-361 (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

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Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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