Functional Data Analysis on Wearable Sensor Data
N. Acar Denizli, P. Delicado
Recent developments in technology allows us to collect data via wearable devices. The sensors integrated on our smart phones and watches are used to collect data on our health dynamics and our stress levels. Moreover, the use of wearable devices is an important way to collect data from patients in health care. The parameters such as blood pressure, glucose level or heart rate measured by wearable sensors are useful to diagnose patients with diabetes, hypertension and cardiovascular diseases. However, due to the high dimension and the continuous structure of the obtained sensor data, there is a need of novel statistical approaches in data analysis processes. One of the methods that is recently getting popular to analyse these type of sensor data is functional data analysis (fda). In this study, we review literature on applications of functional methods to wearable sensor data in healthcare with the aim to increase the use of fda in this field.
Keywords: functional data analysis, wearable device data, wearable sensors
Scheduled
GT06 Functional Data Analysis II. Tools and apps
June 8, 2022 4:00 PM
Grade Hall
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C. J. Acal González, A. M. Aguilera del Pino, M. Escabias Machuca
M. Vidal, A. M. Aguilera del Pino
C. Ramos Carreño, J. L. Torrecilla Noguerales, A. Suárez González
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6/8/22
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Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
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5/31/22
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5/27/22
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5/23/22
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5/16/22
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