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IDENTIFYING LOCAL SCALE CLIMATE ZONES OF URBAN HEAT ISLAND FROM HJ-1B SATELLITE DATA USING SELF-ORGANIZING MAPS
Urban heat island Local climate zones Impervious surface area Land surface temperature Surface albedo Self-organization maps
2016/12/1
With the increasing acceleration of urbanization, the degeneration of the environment and the Urban Heat Island (UHI) has attracted more and more attention. Quantitative delineation of UHI has become ...
Classification of Triadic Chord Inversions Using Kohonen Self-organizing Maps
Harmony Neural Networks Cognitive Musicology
2015/7/30
In this paper we discuss the application of the Kohonen Selforganizing Maps to the classification of triadic chords in inversions and root positions. Our motivation started in the validation of Sch...
Applying Self-Organizing Maps Method to Analyze the Corrective Action’s Quality Provided to Customers with Mobile Terminals
Self-Organizing Map (SOM) Customer Satisfaction Corrective Actions Issue Issue Description
2013/2/23
In the after market phase, responding to issues raised by customers within a reasonable time is crucial. Another factor which is important to customers is the quality of the issue corrective actions (...
Statistical tools to assess the reliability of self-organizing maps
Kohonen self-organizing maps statistical tools quantization organization reliability
2010/4/26
Results of neural network learning are always subject to some variability, due to the sensitivity to initial conditions, to convergence to local minima, and, sometimes more dramatically, to sampling v...
On the use of self-organizing maps to accelerate vector quantization
use self-organizing maps vector quantization
2010/4/26
Self-organizing maps (SOM) are widely used for their topology preservation property: neighboring input vectors are quantified (or classified) either on the same location or on neighbor ones on a prede...
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...
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...
Real-Time Classification Algorithm for Recognition of Machine Operating Modes by Use of Self-Organizing Maps
Classification Self-Organizing Maps Real-Time Recognition
2009/7/28
In this paper a new algorithm for classification and real-time recognition of different a-priorily assumed operating modes for construction machines is proposed. This algorithm utilizes the effectiven...
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...
Interpreting self-organizing maps through space--time data models
Bivariate spatial predictive process space–time models Markov chain Monte Carlo model choice vector autoregressive model
2010/3/17
Self-organizing maps (SOMs) are a technique that has been used
with high-dimensional data vectors to develop an archetypal set of
states (nodes) that span, in some sense, the high-dimensional space....