Titlebook: Human Activity Recognition and Behaviour Analysis; For Cyber-Physical S Liming Chen,Chris D.‘Nugent Book 2019 Springer Nature Switzerland A

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https://doi.org/10.1007/978-3-030-19408-6Activity Recognition; Behavior Analysis; Pervasive Computing; Cyber-physical Systems; Smart Homes; Intern

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978-3-030-19410-9Springer Nature Switzerland AG 2019

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Introduction,research trends and directions for computational behaviour analysis. It first introduces the background and context of this book, and the basic concepts and terms used in the discussion of activity recognition in the book. It then provides a high-level review on dominant approaches and methods that

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Sensor-Based Activity Recognition Review,neral rationale and distinctions of different sensor technologies for activity monitoring. Then we review the major approaches and methods associated with sensor-based activity modeling and recognition from which strengths and weaknesses of those approaches are analysed and highlighted. The survey m

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An Ontology-Based Approach to Activity Recognition,n the context of assisted living within smart homes. It first presents a generic system architecture for the proposed knowledge-driven approach and its underlying ontology-based activity recognition process. It then analyses the characteristics of smart homes and Activities of Daily Living (ADL) upo

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Time-Window Based Data Segmentation, segmentation model, based on the notion of varied time windows, which can shrink and expand the segmentation window size by using temporal information of sensor data and activities as well as the state of activity recognition. The chapter first analyses the characteristics of activities of daily li

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