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Titlebook: Hybrid Artificial Intelligent Systems; 17th International C Pablo García Bringas,Hilde Pérez García,Emilio Cor Conference proceedings 2022

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Smartwatch Sleep-Tracking Services Precision Evaluation Using Supervised Domain Adaptationruited patients. Among all the clinical measures deployed to evaluate the effectiveness of the intervention, this work is focused on the sleep quality assessment. All the patients recruited have been worn with a WearOS. smartwatch 24 hours per day for the whole timeline, having the native sleep trac
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Tracking and Classification of Features in the Bio-Inspired Layered Networks greatly, they are often said to be opaque in terms of explainability. Their explainable neural functions will be essential to realization in the networks. In this paper, it is shown that the bio-inspired networks are useful for the explanation of tracking and classification of features. First, the
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Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to Hospitalat lead to a more vulnerable condition for the development of various adverse events, such as falls, hospitalization and mortality. In this paper, we assess the impact of frailty on survival of older adults at three time horizonts: 1 month, 6 months, and 1 year, thus covering short and middle term s
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A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithmson to reveal concentrations of data. While many classification methods have been proposed, there are no criteria on which methods are more suitable for a given dataset. This paper presents the . library which contains a set of well-known clustering algorithms to cover two objectives: first, grouping
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