An Efficient Grid-Based K-Prototypes Algorithm for Sustainable Decision-Making on Spatial Objects

Data mining plays a critical role in sustainable decision-making. Although the k-prototypes algorithm is one of the best-known algorithms for clustering both numeric and categorical data, clustering a large number of spatial objects with mixed numeric and categorical attributes is still inefficient...

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Bibliographic Details
Main Authors: Hong-Jun Jang, Byoungwook Kim, Jongwan Kim, Soon-Young Jung
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Sustainability
Subjects:
Online Access:http://www.mdpi.com/2071-1050/10/8/2614