2021
DOI: 10.3390/smartcities4040070
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Requirements and Architecture of a Cloud Based Insomnia Therapy and Diagnosis Platform: A Smart Cities Approach

Abstract: Insomnia is the most common sleep disorder worldwide. Its effects generate economic costs in the millions but could be effectively reduced using digitally provisioned cognitive behavioural therapy. However, traditional acquisition and maintenance of the necessary technical infrastructure requires high financial and personnel expenses. Sleep analysis is still mostly done in artificial settings in clinical environments. Nevertheless, innovative IT infrastructure, such as mHealth and cloud service solutions for h… Show more

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Cited by 4 publications
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“…Data mining technology has developed rapidly in a short span of more than ten years and has achieved many results. e study in [9] starts from the definition of data mining, introduces the concept of many methods used in data mining technology and their respective advantages and disadvantages, which importantly include neural network method, decision tree method, genetic algorithm, rough set method, fuzzy set method, and association rule method, etc., and on this basis, summarizes in detail the research status and research hotspots of data mining outside China. Based on the statistics of research articles on data mining in Science Citation Index (SCI), Engineering Index (EI), and Tsinghua Full Text Database (CNKI), the authors of [10] analyzed and studied the general trend, research hotspots, and research branches of data mining in China.…”
Section: Related Workmentioning
confidence: 99%
“…Data mining technology has developed rapidly in a short span of more than ten years and has achieved many results. e study in [9] starts from the definition of data mining, introduces the concept of many methods used in data mining technology and their respective advantages and disadvantages, which importantly include neural network method, decision tree method, genetic algorithm, rough set method, fuzzy set method, and association rule method, etc., and on this basis, summarizes in detail the research status and research hotspots of data mining outside China. Based on the statistics of research articles on data mining in Science Citation Index (SCI), Engineering Index (EI), and Tsinghua Full Text Database (CNKI), the authors of [10] analyzed and studied the general trend, research hotspots, and research branches of data mining in China.…”
Section: Related Workmentioning
confidence: 99%