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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
1999, 1st ed., ISBN 044450270X, 401
The Self-Organizing Map, or Kohonen Map, is one of the most widely used neural network algorithms, with thousands of applications covered in the literature. It... 
Neural networks (Computer science) | Self-organizing maps | Applications of Computing
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 | COLLECTION | FIELDS | CELLS | FEATURE-DETECTORS | NETWORK | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ORGANIZATION | VISUAL-CORTEX | QUANTIZATION | Algorithms | Animals | Computer Simulation | Humans | Brain Mapping | Models, Neurological | Brain - physiology
Journal Article
1992, Computation and neural systems series., ISBN 9780201554434, 306
Book
06/2014, 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
2001, 3rd ed., Springer series in information sciences, ISBN 9783540679219, Volume 30., xx, 501
Book
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 03/2017, Volume 59, pp. 218 - 235
In this study we present a novel version of the Scale Invariant Map (SIM) called Beta-SIM, developed to facilitate the clustering and visualization of the... 
GNG | ViSOM | Beta distribution | SIM | MLHL-SIM | Topology preserving maps | Imbalanced datasets | Quality measures | SELF-ORGANIZING MAPS | ENSEMBLE | NETWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | NEURAL-GAS | ENGINEERING, ELECTRICAL & ELECTRONIC | ENGINEERING, MULTIDISCIPLINARY | AUTOMATION & CONTROL SYSTEMS
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. The self-organizing map (SOM) is... 
Self-organizing map | Learning vector quantization | self-organizing map | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | learning vector quantization
Journal Article
Neural Networks, ISSN 0893-6080, 09/2018, Volume 105, pp. 112 - 131
In this report, we address the question of combining nonlinearities of neurons into networks for modeling increasingly varying and progressively more complex... 
Visualization | Denoising autoencoder | Clustering | Self-organizing map | Unsupervised learning | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern Recognition, ISSN 0031-3203, 03/2014, Volume 47, Issue 3, pp. 1282 - 1293
Journal Article
Journal of Geophysical Research - Oceans, ISSN 0148-0227, 05/2006, Volume 111, Issue C5, pp. C05018 - n/a
Journal Article
Social Indicators Research, ISSN 0303-8300, 7/2015, Volume 122, Issue 3, pp. 677 - 700
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 09/2018, Volume 105, p. 23
Semi-Supervised Growing Self Organizing Map (SSGSOM) is one of the best methods for online classification with partial labeled data. Many parameters can affect... 
Robustness (mathematics) | Self organizing maps | Neural networks | Mathematical analysis | Data processing | Performance enhancement | Activation | Quadratic programming | Artificial intelligence | Data entry
Journal Article
Sensors & Actuators: B. Chemical, ISSN 0925-4005, 06/2018, Volume 263, pp. 476 - 485
Olfactory nuisances are an issue of growing concern considering that people's awareness about the effect of pollution on health and environment is increasing... 
Ambient air | Pattern recognition | Dynamic olfactometry | Self organizing map | Odor | Electronic nose | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | EMISSIONS | CONTAMINATION | RIVER | IMPACT | INSTRUMENTS & INSTRUMENTATION | TRIESTE | CITY | SURFACE SEDIMENTS | STEEL PLANT | HEALTH | WATER-QUALITY | Air pollution | Crosslinked polymers | Algorithms | Neural networks | Steel-works
Journal Article