Non-quadratic distances in model assessment

M Markatou, Y Chen - Entropy, 2018 - mdpi.com
One natural way to measure model adequacy is by using statistical distances as loss
functions. A related fundamental question is how to construct loss functions that are …

Time series clustering using the total variation distance with applications in oceanography

PC Alvarez‐Esteban, C Euán, J Ortega - Environmetrics, 2016 - Wiley Online Library
A clustering procedure for time series based on the use of the total variation distance
between normalized spectral densities is proposed in this work. The approach is thus based …

Convex optimization via symmetrical hölder divergence for a WLAN indoor positioning system

O Abdullah - Entropy, 2018 - mdpi.com
Modern indoor positioning system services are important technologies that play vital roles in
modern life, providing many services such as recruiting emergency healthcare providers …

Detecting stationary intervals for random waves using time series clustering

C Euán, J Ortega… - International …, 2014 - asmedigitalcollection.asme.org
The problem of detecting changes in the state of the sea is very important for the analysis
and determination of wave climate in a given location. Wave measurements are frequently …

Statistical analysis of stationary intervals for random waves

PCA Esteban, C Euán, J Ortega - ISOPE International Ocean and …, 2016 - onepetro.org
In this work we consider the problem of detection of stationary intervals for random waves
using clustering techniques for time series. The detection of changes in time series from an …