Browsing Research publications by Author "Iliadis, Lazaros"

Now showing items 1-2 of 2

    • Estimation of microphysical parameters of atmospheric pollution using machine learning 

      Llerena, C.; Müller, D.; Adams, R.; Davey, N.; Sun, Y. (Springer Nature, 2018-09-27)
      The estimation of microphysical parameters of pollution (effective radius and complex refractive index) from optical aerosol parameters entails a complex problem. In previous work based on machine learning techniques, ...

    • Instance Weighted Clustering: Local Outlier Factor and K-Means 

      Moggridge, Paul; Helian, Na; Sun, Yi; Lilley, Mariana; Veneziano, Vito (Springer Nature, 2020-05-28)
      Clustering is an established unsupervised learning method. Substantial research has been carried out in the area of feature weighting, as well instance selection for clustering. Some work has paid attention to instance ...