Smart Classifier Selection for Activity Recognition on Wearable Devices

Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0004269805810585 ◽

2013 ◽

Keyword(s):

Activity Recognition ◽

Wearable Devices ◽

Classifier Selection ◽

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Optimal sensor channel selection for resource-efficient deep activity recognition

Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021) ◽

10.1145/3412382.3458278 ◽

2021 ◽

Author(s):

Clayton Frederick Souza Leite ◽

Yu Xiao

Keyword(s):

Activity Recognition ◽

Channel Selection ◽

Sensor Channel ◽

Selection For ◽

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Self-Attention Networks for Human Activity Recognition Using Wearable Devices

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc42975.2020.9283381 ◽

2020 ◽

Author(s):

Carlos Betancourt ◽

Wen-Hui Chen ◽

Chi-Wei Kuan

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Wearable Devices ◽

Human Activity Recognition ◽

Attention Networks

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Classifier selection for majority voting

Information Fusion ◽

10.1016/j.inffus.2004.04.008 ◽

2005 ◽

Vol 6 (1) ◽

pp. 63-81 ◽

Author(s):

Dymitr Ruta ◽

Bogdan Gabrys

Keyword(s):

Majority Voting ◽

Classifier Selection ◽

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Robust Sensor-Orientation-Independent Feature Selection for Animal Activity Recognition on Collar Tags

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies ◽

10.1145/3191747 ◽

2018 ◽

Vol 2 (1) ◽

pp. 1-27 ◽

Author(s):

Jacob W. Kamminga ◽

Duc V. Le ◽

Jan Pieter Meijers ◽

Helena Bisby ◽

Nirvana Meratnia ◽

...

Keyword(s):

Feature Selection ◽

Activity Recognition ◽

Sensor Orientation ◽

Animal Activity ◽

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Classifier Selection for Locomotion Mode Recognition Using Wearable Capacitive Sensing Systems

Robot Intelligence Technology and Applications 2 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-05582-4_67 ◽

2014 ◽

pp. 763-774 ◽

Author(s):

Yi Song ◽

Yating Zhu ◽

Enhao Zheng ◽

Fei Tao ◽

Qining Wang

Keyword(s):

Capacitive Sensing ◽

Sensing Systems ◽

Classifier Selection ◽

Mode Recognition ◽

Locomotion Mode ◽

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Automatic Model Construction for Activity Recognition Using Wearable Devices

2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) ◽

10.1109/percomw.2018.8480411 ◽

2018 ◽

Author(s):

Yuanyuan Bao ◽

Wai Chen

Keyword(s):

Activity Recognition ◽

Wearable Devices ◽

Model Construction

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Hybrid Deep-Readout Echo State Network and Support Vector Machine with Feature Selection for Human Activity Recognition

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Big Data Technologies and Applications ◽

10.1007/978-3-030-72802-1_11 ◽

2021 ◽

pp. 150-167

Author(s):

Shadi Abudalfa ◽

Kevin Bouchard

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Support Vector ◽

Echo State Network ◽

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Single Classifier Selection for Ensemble Learning

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-49586-6_21 ◽

2016 ◽

pp. 312-328

Author(s):

Guangtao Wang ◽

Xiaomei Yang ◽

Xiaoyan Zhu

Keyword(s):

Ensemble Learning ◽

Classifier Selection ◽

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Motif Discovery and Feature Selection for CRF-based Activity Recognition

2010 20th International Conference on Pattern Recognition ◽

10.1109/icpr.2010.932 ◽

2010 ◽

Author(s):

Liyue Zhao ◽

Xi Wang ◽

Gita Sukthankar ◽

Rahul Sukthankar

Keyword(s):

Feature Selection ◽

Activity Recognition ◽

Motif Discovery ◽

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AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices

2020 57th ACM/IEEE Design Automation Conference (DAC) ◽

10.1109/dac18072.2020.9218568 ◽

2020 ◽

Author(s):

Marina Neseem ◽

Jon Nelson ◽

Sherief Reda

Keyword(s):

Low Power ◽

Activity Recognition ◽

Wearable Devices

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