<p>*Partition 1–8280 and 4141 mixtures of reactions in training and test set, respectively; Partition 2–7578 and 593 mixtures of reactions in training and test set, respectively.</p
Kohonen's self-organizing map (SOM) is a neural network model of the unsupervised class and, by some...
International audienceA decomposition approach to multiclass classification problems consists in dec...
<p>After the training, each neuron was colored according to the reaction mixtures of the training se...
<p>*Number of reactions in the training/test set to be used to generate Partition 2 of mixtures of r...
This paper demonstrates the usefulness of neural networks in classifying environmental samples from ...
Contains fulltext : 112315.pdf (publisher's version ) (Open Access
Self Organising Map (SOM), also known as Kohonen Neural Network, is tested as a non supervised proce...
In this paper, a class-modeling technique based on Kohonen artificial neural networks is presented. ...
Neural Network models are commonly used for cluster analysis in engineering, computational neuroscie...
<p>Scheme of the Kohonen NN. Each input vector 5BLC(k), on the left, activates every point of the 2D...
Artificial Neural Networks (ANNs) are transforming how we understand chemical mixtures, providing an...
The Kohonen and CPANN toolbox is a collection of MATLAB modules for developing Kohonen Maps and Coun...
Abstract Many constructive learning algorithms have been proposed to find an appropriate network str...
AbstractIn this paper, we have considered the issue of effectively forming a representative sample f...
Contains fulltext : 100942.pdf (publisher's version ) (Closed access
Kohonen's self-organizing map (SOM) is a neural network model of the unsupervised class and, by some...
International audienceA decomposition approach to multiclass classification problems consists in dec...
<p>After the training, each neuron was colored according to the reaction mixtures of the training se...
<p>*Number of reactions in the training/test set to be used to generate Partition 2 of mixtures of r...
This paper demonstrates the usefulness of neural networks in classifying environmental samples from ...
Contains fulltext : 112315.pdf (publisher's version ) (Open Access
Self Organising Map (SOM), also known as Kohonen Neural Network, is tested as a non supervised proce...
In this paper, a class-modeling technique based on Kohonen artificial neural networks is presented. ...
Neural Network models are commonly used for cluster analysis in engineering, computational neuroscie...
<p>Scheme of the Kohonen NN. Each input vector 5BLC(k), on the left, activates every point of the 2D...
Artificial Neural Networks (ANNs) are transforming how we understand chemical mixtures, providing an...
The Kohonen and CPANN toolbox is a collection of MATLAB modules for developing Kohonen Maps and Coun...
Abstract Many constructive learning algorithms have been proposed to find an appropriate network str...
AbstractIn this paper, we have considered the issue of effectively forming a representative sample f...
Contains fulltext : 100942.pdf (publisher's version ) (Closed access
Kohonen's self-organizing map (SOM) is a neural network model of the unsupervised class and, by some...
International audienceA decomposition approach to multiclass classification problems consists in dec...
<p>After the training, each neuron was colored according to the reaction mixtures of the training se...
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