Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario

作者：

Highlights：

• A two-phase methodology to analyze real-world data collections.

• Cluster content characterized through sequential patterns.

• A mobile application to allow ubiquitous data classification.

• Evaluation in the health care scenario using a collection of diabetic patients.

摘要

•A two-phase methodology to analyze real-world data collections.•Cluster content characterized through sequential patterns.•A mobile application to allow ubiquitous data classification.•Evaluation in the health care scenario using a collection of diabetic patients.

论文关键词：Cluster analysis,Data with a variable distribution,Diabetic patient treatments,Sequential patterns,Mobile applications

论文评审过程：Received 26 June 2015, Revised 4 October 2015, Accepted 5 February 2016, Available online 16 February 2016, Version of Record 4 March 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.02.005