Paper Details

  • Title:

    An Empirical Study of Sea Water Quality Prediction

  • Author(s):

    E. Hatzikos, Grigorios Tsoumakas, G. Tzanis, Nick Bassiliades, I. Vlahavas

  • Keywords: -
  • Abstract:

    This paper studies the problem of predicting future values for a number of water quality variables, based on measurements from under-water sensors. It performs both exploratory and automatic analysis of the collected data with a variety of linear and nonlinear modeling methods. The paper investigates issues, such as the ability to predict future values for a varying number of days ahead and the effect of including values from a varying number of past days. Experimental results provide interesting insights on the predictability of the target variables and the performance of the different learning algorithms.

  • Category: Journal Papers
  • Tags: 2008 Hatzikos Tsoumakas Tzanis Bassiliades Vlahavas