Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application
The use of artificial neural networks (ANNs) in problems related to water resources has
received steadily increasing interest over the last decade or so. The related method of the …
received steadily increasing interest over the last decade or so. The related method of the …
Self-organizing maps applied to ecological sciences
TS Chon - Ecological Informatics, 2011 - Elsevier
Ecological data are considered to be difficult to analyze because numerous biological and
environmental factors are involved in a complex manner in environment–organism …
environmental factors are involved in a complex manner in environment–organism …
Non-linear variable selection for artificial neural networks using partial mutual information
Artificial neural networks (ANNs) have been widely used to model environmental processes.
The ability of ANN models to accurately represent the complex, non-linear behaviour of …
The ability of ANN models to accurately represent the complex, non-linear behaviour of …
[HTML][HTML] Comprehensive evaluation of ecological vulnerability based on the AHP-CV method and SOM model: A case study of Badong County, China
X Wu, S Tang - Ecological Indicators, 2022 - Elsevier
As a result of rapid economic development, ecological environmental problems have
become increasingly serious. Ecological vulnerability (EV) assessment can scientifically …
become increasingly serious. Ecological vulnerability (EV) assessment can scientifically …
Integrated modelling of risk and uncertainty underlying the cost and effectiveness of water quality measures
R Brouwer, C De Blois - Environmental Modelling & Software, 2008 - Elsevier
In this paper we present an overview of the most important sources of uncertainty when
analysing the least cost way to improve water quality. The estimation of the cost …
analysing the least cost way to improve water quality. The estimation of the cost …
[HTML][HTML] A large river (River Loire, France) survey to compare phytoplankton functional approaches: do they display river zones in similar ways?
Functional groups of phytoplankton make possible various classifications among taxa and
this approach has been receiving a growing scientific interest. We compared three …
this approach has been receiving a growing scientific interest. We compared three …
Hybrid genetic algorithm-self organizing map network for decision support system: An application in combined mode conduction-radiation heat transfer in porous …
MDMA Ansari, KB Sahu, S Chaudhuri… - … Heat Transfer, Part B …, 2023 - Taylor & Francis
Abstract Hybrid Genetic Algorithm (GA)-Self organizing map (SOM) network is explored for
the first time in determination of regime of operation of heat transfer in porous medium …
the first time in determination of regime of operation of heat transfer in porous medium …
Decision support system for porous ceramic matrix-based burner by hybrid genetic algorithm-supervised kohonen Map: A comparative assessment of performance of …
S Acharya, VK Mishra, S Chaudhuri, JK Patel… - Arabian Journal for …, 2024 - Springer
Abstract Hybrid Genetic Algorithm (GA)-supervised Kohonen (SK) map is explored for the
decision support system in the operation of porous ceramic matrix (PCM)-based burners …
decision support system in the operation of porous ceramic matrix (PCM)-based burners …
[图书][B] Computational ecology: artificial neural networks and their applications
W Zhang - 2010 - books.google.com
Due to the complexity and non-linearity of most ecological problems, artificial neural
networks (ANNs) have attracted attention from ecologists and environmental scientists in …
networks (ANNs) have attracted attention from ecologists and environmental scientists in …
Water toxicity assessment and spatial pollution patterns identification in a Mediterranean River Basin District. Tools for water management and risk analysis
R Carafa, L Faggiano, M Real, A Munné… - Science of the Total …, 2011 - Elsevier
In compliance with the requirements of the EU Water Framework Directive, monitoring of the
ecological and chemical status of Catalan river basins (NE Spain) is carried out by the …
ecological and chemical status of Catalan river basins (NE Spain) is carried out by the …