Improved data visualisation through nonlinear dissimilarity modelling
作者:
Highlights:
• Elastic MDS is extended to learn observation dissimilarities from a dictionary.
• The dictionary of dissimilarities is nonlinearly combined with an RBF network.
• Four standard datasets show the improvement over standard Elastic MDS.
摘要
•Elastic MDS is extended to learn observation dissimilarities from a dictionary.•The dictionary of dissimilarities is nonlinearly combined with an RBF network.•Four standard datasets show the improvement over standard Elastic MDS.
论文关键词:Dissimilarity,Visualisation,Multidimensional scaling,RBF network
论文评审过程:Received 17 March 2017, Revised 29 May 2017, Accepted 17 July 2017, Available online 2 August 2017, Version of Record 18 September 2017.
论文官网地址:https://doi.org/10.1016/j.patcog.2017.07.016