[HTML][HTML] Self-organizing map algorithm for assessing spatial and temporal patterns of pollutants in environmental compartments: A review

S Licen, A Astel, S Tsakovski - Science of The Total Environment, 2023 - Elsevier
The evaluation of the spatial and temporal distribution of pollutants is a crucial issue to
assess the anthropogenic burden on the environment. Numerous chemometric approaches …

Categorisation of air quality monitoring stations by evaluation of PM10 variability

MA Barrero, JAG Orza, M Cabello, L Cantón - Science of The Total …, 2015 - Elsevier
Abstract Air Quality Monitoring Networks (AQMNs) are composed by a number of stations,
which are typically classified as urban, suburban or rural, and background, industrial or …

Vertical distribution of tropospheric ozone and its sources of precursors over Bei**g: Results from∼ 20 years of ozonesonde measurements based on clustering …

Y Zeng, J Zhang, D Li, Z Liao, J Bian, Z Bai, H Shi… - Atmospheric …, 2023 - Elsevier
This study comprehensively analyzed nearly 20 years of ozonesonde data from Bei**g on
the North China Plain collected between 2001 and 2019 to determine the vertical structure …

The load characteristics classification and synthesis of substations in large area power grid

Z Wang, S Bian, Y Liu, Z Liu - International Journal of Electrical Power & …, 2013 - Elsevier
It is very difficult to build load model for every substation since there are numerous
substations in large area power grid. A practical method is to classify the substations into …

A fuzzy-SOM method for fraud detection in power distribution networks with high penetration of roof-top grid-connected PV

A Vahabzadeh, A Kasaeian, H Monsef, A Aslani - Energies, 2020 - mdpi.com
This study proposes a fuzzy self-organized neural networks (SOM) model for detecting fraud
by domestic customers, the major cause of non-technical losses in power distribution …

Classification of air quality using fuzzy synthetic multiplication

L Abdullah, ND Khalid - Environmental monitoring and assessment, 2012 - Springer
Proper identification of environment's air quality based on limited observations is an
essential task to meet the goals of environmental management. Various classification …

Self-organizing map for the detection of seasonal variations in Sidi Chahed Dam sediments (Northern Morocco)

M Berrada, AE Hmaidi, N Monyr, D Abrid… - Hydrological …, 2016 - Taylor & Francis
ABSTRACT A database of 88 superficial sediment samples, distributed in space and time,
was collected from the Sidi Chahed Dam (northeast of Meknes city, Morocco) and from four …

Application of self organizing map for knowledge discovery based in higher education data

R Saadatdoost, ATH Sim… - … Conference on Research …, 2011 - ieeexplore.ieee.org
This paper focuses on knowledge discovery among attributes of Iran Higher Education
Institute using self organizing map (SOM); the key problem with massive volume of data is …

Assessment by self-organizing maps of element release from sediments in contact with acidified seawater in laboratory leaching test conditions

I Muñoz, MC Martín-Torre, B Galán… - … monitoring and assessment, 2015 - Springer
Carbon capture and storage (CCS) is gaining interest as a significant global option to
reduce emissions of CO 2. CCS development requires an assessment of the potential risks …

[HTML][HTML] Self-organizing maps to assess the recycling of waste in ceramic construction materials

I Salas, E Cifrian, A Andres, JR Viguri - Applied Sciences, 2021 - mdpi.com
Circular economy promotes the use of waste materials into new production processes as a
key factor for resource efficiency. The construction sector, and specifically the fired clay …