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2008, 1. Aufl., ISBN 0470021675, viii, 205
Self-Organising Maps: Applications in GI Sciencebrings together the latest geographical research where extensive use has been made of the SOM algorithm, and... 
Self-organizing maps | Mathematical models | Geographic information systems | Geography | Science | Earth Sciences
Book
2014, 2014, Advances in Intelligent Systems and Computing, ISBN 9783319076942, Volume 295, 312
The book collects the scientific contributions presented at the 10th Workshop on Self-Organizing Maps (WSOM 2014) held at the University of Applied Sciences... 
Congresses | Self-organizing systems | Neural networks (Computer science) | Self-organizing maps | Artificial Intelligence (incl. Robotics) | Engineering | Computational Intelligence | Vector analysis
eBook
Neural Networks, ISSN 0893-6080, 01/2013, Volume 37, pp. 52 - 65
The self-organizing map (SOM) is an automatic data-analysis method. It is widely applied to clustering problems and data exploration in industry, finance,... 
SOM | Brain map | Data analysis | Similarity | Vector quantization | Self-organizing map | Algorithms | Animals | Computer Simulation | Humans | Brain Mapping | Models, Neurological | Brain - physiology
Journal Article
Climate Research, ISSN 0936-577X, 08/2002, Volume 22, Issue 1, pp. 13 - 26
Self organizing maps (SOMs) are used to locate archetypal points that describe the multi-dimensional distribution function of a gridded sea level pressure data... 
Climate change | Synoptic classification | Synoptic climatology | Downscaling | Self-organizing maps | downscaling | EVENTS | CIRCULATION | PATTERNS | synoptic climatology | MODEL | self-organizing maps | MEXICO | ENVIRONMENTAL SCIENCES | PRECIPITATION | synoptic classification | NEURAL-NETWORK | METEOROLOGY & ATMOSPHERIC SCIENCES | climate change
Journal Article
Technological Forecasting & Social Change, ISSN 0040-1625, 05/2014, Volume 84, pp. 197 - 214
Journal Article
Geophysical Research Letters, ISSN 0094-8276, 02/2016, Volume 43, Issue 4, pp. 1727 - 1735
Journal Article
Neurocomputing, ISSN 0925-2312, 1998, Volume 21, Issue 1, pp. 1 - 6
An overview of the self-organizing map algorithm, on which the papers in this issue are based, is presented in this article. 
Self-organizing map | Learning vector quantization | self-organizing map | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | learning vector quantization
Journal Article
Geomorphology, ISSN 0169-555X, 09/2017, Volume 293, pp. 156 - 166
Journal Article
The journal of statistical software, ISSN 1548-7660, 2018, Volume 87, Issue 7, pp. 1 - 18
Self-organizing maps (SOMs) are popular tools for grouping and visualizing data in many areas of science. This paper describes recent changes in package... 
Self-organizing maps | Parallellization, R | Distance functions | self-organizing maps | distance functions | parallellization
Journal Article
JOURNAL OF STATISTICAL SOFTWARE, ISSN 1548-7660, 11/2018, Volume 87, Issue 7, pp. 1 - 18
Self-organizing maps (SOMs) are popular tools for grouping and visualizing data in many areas of science. This paper describes recent changes in package... 
COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | parallellization | PACKAGE | STATISTICS & PROBABILITY | self-organizing maps | distance functions
Journal Article
Journal Article
Neurocomputing, ISSN 0925-2312, 2011, Volume 74, Issue 11, pp. 1840 - 1847
We present in this paper a variation of the self-organising map algorithm where the original time-dependent (learning rate and neighbourhood) learning function... 
Self-organisation | Dynamic | On-line | Cortical plasticity | NETWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | NEURAL-GAS | PLASTICITY | Neuroscience | Cognitive science
Journal Article
Journal of Geophysical Research: Atmospheres, ISSN 2169-897X, 02/2016, Volume 121, Issue 3, pp. 1320 - 1339
Journal Article
Journal of Geophysical Research: Atmospheres, ISSN 2169-897X, 04/2017, Volume 122, Issue 7, pp. 3891 - 3903
Journal Article
Neural Networks, ISSN 0893-6080, 2002, Volume 15, Issue 8, pp. 979 - 991
This paper explores the combination of self-organizing map (SOM) and feedback, in order to represent sequences of inputs. In general, neural networks with... 
Recursive self-organizing maps | Recurrent networks | Time | Recursiveness | Kohonen map | NETWORK | recursive self-organizing maps | recursiveness | time | recurrent networks | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Neural Networks (Computer)
Journal Article