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Subject:
From:
Paula Lago <[log in to unmask]>
Reply To:
Paula Lago <[log in to unmask]>
Date:
Thu, 11 Mar 2021 09:21:05 -0500
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                                                 CALL FOR PAPERS

                                           Frontiers in Computer Science
                                        Mobile and Ubiquitous Computing


      **Latest advances in human activity recognition using wearable
sensors**


Human Activity Recognition (HAR) is the process of identifying what a user
is doing based on sensor data. It is an enabler technology for multiple
applications such as context-aware applications, healthcare monitoring
applications, fitness tracking applications and others. Despite being an
active field of research, many challenges specific to sensor technology,
human activity recognition and non-stationary environments need to be
addressed for open-context activity recognition to become a reality.

In this Research Topic, we focus on methods, theories and proposed solution
to these challenges including, but not limited to:
• Sensor variability sources: wearing variability, sensor variability
• User variability and model personalization
• Learning from streaming data
• Rich, multimodal and public datasets
• HAR in non-stationary real-life environments
• HAR applications


Keywords: Human activity recognition, wearable sensors, accelerometer,
machine learning

---------------------------------
Submission Deadlines
----------------------------------

15 March 2021 Abstract (voluntary)
15 June 2021 Manuscript

More information
https://www.frontiersin.org/research-topics/18636/latest-advances-in-human-activity-recognition-using-wearable-sensors
__
Paula A. Lago, PhD
https://paulalago.wordpress.com/
Pronouns (she / her )

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