Essays about: "Non-linear Canonical Correlation analysis"

Found 1 essay containing the words Non-linear Canonical Correlation analysis.

  1. 1. Non- Linear Canonical Correlation Analysis Between Water Flows and Water Quality: a case study on the Mälaren basin

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Jacopo Cantoni; [2018]
    Keywords : Sustainable Development; Non-linear Canonical Correlation analysis; water quality; Mälaren basin; hydrology; data mining;

    Abstract : This study starts from the perspective of a future increase availability of water quality data at the water treatment facility at Lovön and aims to use the existing data to identify a pattern in the role of the different sub-basin that constitute the Mälaren basin. The data are analyzed with the graphical tool of the scatterplot and a Non-linear Canonical Correlation Analysis, a variation of the classical multivariate method, that by using a neural network model is able to handle not linear relationships. READ MORE