Visualising Data Using Reservoir with Clustering
Wesam M. Ashour, Colin Fyfe · International journal of artificial intelligence and applications for smart devices · 2013
In this paper we illustrate a new method of visualizing and projecting time series data using reservoir computing with clustering algorithms. We show the advantages of using clustering with reservoir to visualize data. Then we extend the clustering algorithm and use a fixed latent space to preserve the topology in the projection. We illustrate the method using airport and financial time series data.