Exploring soil databases: a self‐organizing map approach

D Rivera, M Sandoval, A Godoy - Soil Use and Management, 2015 - Wiley Online Library
A soil quality database (SQDB) is a collection of soil samples described by a given set of
parameters, allowing farmers, scientists and other stakeholders to make informed decisions …

[HTML][HTML] Економічний механізм узгодження рішень в системі рефлексивного управління на підприємствах

БІ Логвіненко - Экономический вестник Донбасса, 2021 - cyberleninka.ru
Обґрунтовано актуальність розробки економічного механізму узгодження рішень в
системі рефлексивного управління на підприємствах. Наведено ситуації економічної …

[HTML][HTML] An ensemble empirical mode decomposition, self-organizing map, and linear genetic programming approach for forecasting river streamflow

JT Barge, HO Sharif - Water, 2016 - mdpi.com
This study focused on employing Linear Genetic Programming (LGP), Ensemble Empirical
Mode Decomposition (EEMD), and the Self-Organizing Map (SOM) in modeling the rainfall …

Identifying complexity of annual precipitation variation in Iran during 1960–2010 based on information theory and discrete wavelet transform

K Roushangar, F Alizadeh - Stochastic Environmental Research and Risk …, 2018 - Springer
The hydrologic process and dynamic system of precipitation is influenced by many physical
factors which are excessively complex and variable. Present study used a wavelet transform …

Investigating monthly precipitation variability using a multiscale approach based on ensemble empirical mode decomposition

F Alizadeh, K Roushangar, J Adamowski - Paddy and Water Environment, 2019 - Springer
In environmental and hydrological studies, the issue of variability in precipitation is of great
importance, particularly for regions situated in arid and semiarid environments, such as Iran …

A multiscale spatio-temporal framework to regionalize annual precipitation using k-means and self-organizing map technique

K Roushangar, F Alizadeh - Journal of Mountain Science, 2018 - Springer
Determination of homogenous precipitation-based regions is a very important task in
effective management of water resources. The present study tried to propose an effective …

Smart phone user behaviour characterization based on autoencoders and self organizing maps

D Rajashekar, AN Zincir-Heywood… - 2016 IEEE 16th …, 2016 - ieeexplore.ieee.org
Building applications that are cognizant of temporal and spatial changes in human
behaviour under a one-class learning restriction represents a requirement for many user …

A tropical Atlantic dynamics analysis by combining machine learning and satellite data

S Arnault, S Thiria, M Crépon, F Kaly - Advances in Space Research, 2021 - Elsevier
Abstract The western tropical Atlantic Ocean is a very energetic and highly variable region. It
is one of the main contributors to the inter-hemispheric mass and heat transports. This study …

Achieving double bottom-line performance in hybrid organisations: a machine-learning approach

E Van der Auwera, B D'Espallier, R Mersland - Journal of Business Ethics, 2024 - Springer
Drawing on a global sample of microfinance institutions (MFIs), this paper offers insights into
the trade-off versus synergy debate of adopting multiple institutional goals in hybrid …

A novel representation of genomic sequences for taxonomic clustering and visualization by means of self-organizing maps

S Delgado, F Moran, A Mora, JJ Merelo… - …, 2014 - academic.oup.com
Motivation: Self-organizing maps (SOMs) are readily available bioinformatics methods for
clustering and visualizing high-dimensional data, provided that such biological information …