Tools for enhancing the application of self-organizing maps in water resources research and engineering

S Clark, SA Sisson, A Sharma - Advances in Water Resources, 2020 - Elsevier
Environmental measurements generate great volumes of high-dimensional data (often noisy
and with missing values) from which meaningful messages may be extracted through …

Development of an evaluation method for precipitation particle types by using disdrometer data

M Kondo, Y Sato, Y Katsuyama… - Journal of Atmospheric …, 2024 - journals.ametsoc.org
A method for evaluating precipitation particle types from the size–fall velocity data observed
by disdrometers by combining an expectation–maximization (EM) algorithm and a self …

Driver liability assessment in vehicle collisions in Spain

A Sanjurjo-de-No, B Arenas-Ramírez, J Mira… - International journal of …, 2021 - mdpi.com
An accurate estimation of exposure is essential for road collision rate estimation, which is
key when evaluating the impact of road safety measures. The quasi-induced exposure …

Advances in self-organizing maps for spatiotemporal and nonlinear systems

S Clark - 2018 - unsworks.unsw.edu.au
This thesis is aimed at enhancing the use of self-organizing maps (SOMs) within water-
related research. A type of artificial neural network, the SOM is proficient at dimension …

Patterns and comparisons of human-induced changes in river flood impacts in cities

S Clark, A Sharma, SA Sisson - Hydrology and Earth System …, 2018 - hess.copernicus.org
In this study, information extracted from the first global urban fluvial flood risk data set
(Aqueduct) is investigated and visualized to explore current and projected city-level flood …

Métodos estadísticos para la identificación de patrones de comportamiento de los conductores y la asignación de la responsabilidad aplicada al método de …

MA Sanjurjo de No - 2021 - oa.upm.es
Los accidentes de tráfico constituyen una de las principales causas de muerte no natural en
los países desarrollados y provocan un gran impacto en la economía y la sociedad de todos …