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Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinson's Disease Classification of Gait Patterns.

, , , and . EMBC, page 784-788. IEEE, (2020)

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A statistical estimation framework for energy expenditure of physical activities from a wrist-worn accelerometer., , , , and . EMBC, page 2631-2635. IEEE, (2016)Comparing Gaussian Mixture Model and Hidden Markov Model to Classify Unique Physical Activities from Accelerometer Sensor Data., , , , and . ICMLA, page 339-346. IEEE Computer Society, (2016)Learning approach for classification of GENEActiv accelerometer data for unique activity identification., , , and . BSN, page 359-364. IEEE, (2016)Self-Experimentation for Behavior Change: Design and Formative Evaluation of Two Approaches., , , , , and . CHI, page 6837-6849. ACM, (2017)Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design., , , and . BSN, page 1-4. IEEE, (2022)PI-Net: A Deep Learning Approach to Extract Topological Persistence Images., , , , and . CVPR Workshops, page 3639-3648. Computer Vision Foundation / IEEE, (2020)A Multi-featured Approach for Wearable Sensor-Based Human Activity Recognition., , , , , , and . ICHI, page 423-431. IEEE Computer Society, (2016)Using periodicity intensity to detect long term behaviour change., , , and . UbiComp/ISWC Adjunct, page 1069-1074. ACM, (2015)A dynamical systems model of Social Cognitive Theory., , , , , , and . ACC, page 2407-2412. IEEE, (2014)Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research., , , and . CHI, page 3307-3316. ACM, (2013)