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Topological Knowledge Distillation for Wearable Sensor Data
Jeon, Eun Som, Choi, Hongjun, Shukla, Ankita, Wang, Yuan, Buman, Matthew P., Turaga, Pavan
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (01.01.2022)
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (01.01.2022)
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Stress Detection from Multimodal Wearable Sensor Data
Indikawati, Fitri Indra, Winiarti, Sri
Published in IOP conference series. Materials Science and Engineering (01.03.2020)
Published in IOP conference series. Materials Science and Engineering (01.03.2020)
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Detection and Severity Assessment of Parkinson’s Disease Through Analyzing Wearable Sensor Data Using Gramian Angular Fields and Deep Convolutional Neural Networks
Mostafavi, Sayyed Mostafa, Soumma, Shovito Barua, Peterson, Daniel, Mehta, Shyamal H., Ghasemzadeh, Hassan
Published in Sensors (Basel, Switzerland) (01.06.2025)
Published in Sensors (Basel, Switzerland) (01.06.2025)
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Predicting Knee Joint Kinematics from Wearable Sensor Data in People with Knee Osteoarthritis and Clinical Considerations for Future Machine Learning Models
Tan, Jay-Shian, Tippaya, Sawitchaya, Binnie, Tara, Davey, Paul, Napier, Kathryn, Caneiro, J. P., Kent, Peter, Smith, Anne, O’Sullivan, Peter, Campbell, Amity
Published in Sensors (Basel, Switzerland) (01.01.2022)
Published in Sensors (Basel, Switzerland) (01.01.2022)
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Energy-efficient collection of wearable sensor data through predictive sampling
Lalouani, Wassila, Younis, Mohamed, White-Gittens, Ian, Emokpae, Roland N., Emokpae, Lloyd E.
Published in Smart health (Amsterdam) (01.07.2021)
Published in Smart health (Amsterdam) (01.07.2021)
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Supervised Machine Learning Applied to Wearable Sensor Data Can Accurately Classify Functional Fitness Exercises Within a Continuous Workout
Preatoni, Ezio, Nodari, Stefano, Lopomo, Nicola Francesco
Published in Frontiers in bioengineering and biotechnology (07.07.2020)
Published in Frontiers in bioengineering and biotechnology (07.07.2020)
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Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data
Rodríguez, Jorge, Barrera-Animas, Ari, Trejo, Luis, Medina-Pérez, Miguel, Monroy, Raúl
Published in Sensors (Basel, Switzerland) (29.09.2016)
Published in Sensors (Basel, Switzerland) (29.09.2016)
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Behavior and Task Classification Using Wearable Sensor Data: A Study across Different Ages
Francesca Gasparini, Alessandra Grossi, Marta Giltri, Katsuhiro Nishinari, Stefania Bandini
Published in Sensors (17.03.2023)
Published in Sensors (17.03.2023)
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Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Choi, Hongjun, Shukla, Ankita, Wang, Yuan, Lee, Hyunglae, Buman, Matthew P, Turaga, Pavan
Published in arXiv.org (07.07.2024)
Published in arXiv.org (07.07.2024)
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Hybrid PSO-InceptionNet for Wearable Sensor Data Analysis in Elderly Fall Risk Assessment
B, Sabeena, C, Ranjeeth Kumar, K, Vaishnavi, Peri, Satya Subrahmanya Sai Ram Gopal, S, Shamna Parveen, V, Keerthana N
Published in 2025 3rd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) (11.06.2025)
Published in 2025 3rd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) (11.06.2025)
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Predicting cognitive scores from wearable-based digital physiological features using machine learning: data from a clinical trial in mild cognitive impairment
Rykov, Yuri G., Patterson, Michael D., Gangwar, Bikram A., Jabar, Syaheed B., Leonardo, Jacklyn, Ng, Kok Pin, Kandiah, Nagaendran
Published in BMC medicine (25.01.2024)
Published in BMC medicine (25.01.2024)
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