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Interactions of Self-organizing Systems in Nature
complex systems complexity information self-organization network hierarchy
2015/7/21
Nature essentially consists of complex systems. The paper presents a conceptual framework to understand how complex systems interact with each other in nature. All natural systems are thermodynamicall...
The Spread of Viruses and Bugs in Self Organizing Networks
The self-organizing network The Spread of Viruses
2011/8/29
We review recent progress made in analyzing the spread of viruses and bugs in the internet. We describe how the use of a model that takes into account the complex inhomogeneity of the internet and its...
Comparative analysis of model behaviour for flood prediction purposes using Self-Organizing Maps
Comparative analysis model behaviour flood prediction purposes Self-Organizing Maps
2009/12/16
Distributed watershed models constitute a key component in flood forecasting systems. It is widely recognized that models because of their structural differences have varying capabilities of capturing...
Urban transportation is a complex phenomenon. Since many agents are constantly interacting in parallel, it is difficult to predict the future state of a transportation system. Because of this, optimiz...
Comparative analysis of model behaviour for flood prediction purposes using Self-Organizing Maps
Comparative analysis model behaviour flood prediction purposes Self-Organizing Maps
2009/12/8
Distributed watershed models constitute a key component in flood forecasting systems. It is widely recognized that models because of their structural differences have varying capabilities of capturing...
Exploratory data analysis and clustering of multivariate spatial hydrogeological data by means of GEO3DSOM, a variant of Kohonen's Self-Organizing Map
self-organizing map Exploratory data analysis
2009/5/8
The use of unsupervised artificial neural network techniques like the self-organizing map (SOM) algorithm has proven to be a useful tool in exploratory data analysis and clustering of multivariate dat...
Towards model evaluation and identification using Self-Organizing Maps
Self-Organizing Map Shuffled Complex Evolution
2009/4/29
The reduction of information contained in model time series through the use of aggregating statistical performance measures is very high compared to the amount of information that one would like to dr...
Hydrological model evaluation and identification essentially involves extracting and processing information from model time series. However, the type of information extracted by statistical measures h...
SELF-ORGANIZING MODELLING IN EXPERIMENTA SYSTEMS ANALYSIS
Experimental systems analysis Parametri
2007/8/7
Several methodological Problems of experimental systems analysis can be overcome by means of parametric and nonparametric selection procedures. Together with theselection of models with optimal comple...