Results 21 to 30 of about 261,223 (281)
Music Mood Visualization Using Self-Organizing Maps
Archives of Acoustics, 2015 Due to an increasing amount of music being made available in digital form in the Internet, an automatic organization of music is sought. The paper presents an approach to graphical representation of mood of songs based on Self-Organizing Maps. Parameters
Magdalena PLEWA, Bozena KOSTEK
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Modeling multisensory enhancement with self-organizing maps
Frontiers in Computational Neuroscience, 2009 Self-organization, a process by which the internal organization of a system changes without supervision, has been proposed as a possible basis for multisensory enhancement in the superior colliculus (Anastasio and Patton 2003).
Jacob G Martin +2 more
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Earth's Future, 2023 Extratropical cyclones (ETCs) are responsible for the majority of cool‐season extreme events in the northeastern United States (NEUS), often leading to high‐impact weather conditions that can have wide‐ranging socioeconomic impacts.
Michelle J. Gore +2 more
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Flexible Self-Organizing Maps in kohonen 3.0
Journal of Statistical Software, 2018 Self-organizing maps (SOMs) are popular tools for grouping and visualizing data in many areas of science. This paper describes recent changes in package kohonen, implementing several different forms of SOMs.
Ron Wehrens, Johannes Kruisselbrink
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Complex Drivers of Riparian Soil Oxygen Variability Revealed Using Self‐Organizing Maps
Water Resources Research, 2023 Oxygen (O2) regulates soil reduction‐oxidation processes and therefore modulates biogeochemical cycles. The difficulties associated with accurately characterizing soil O2 variability have prompted the use of soil moisture as a proxy for O2, as O2 ...
Brittany V. Lancellotti +5 more
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Detecting the Most Important Classes from Software Systems with Self Organizing Maps
Studia Universitatis Babes-Bolyai: Series Informatica, 2021 Self Organizing Maps (SOM) are unsupervised neural networks suited for visualisation purposes and clustering analysis. This study uses SOM to solve a software engineering problem: detecting the most important (key) classes from software projects.
Elena-Manuela MANOLE
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Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps [PDF]
, 2006 In many real world applications, data cannot be accurately represented by vectors. In those situations, one possible solution is to rely on dissimilarity measures that enable sensible comparison between observations.
Atkinson +22 more
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Self-Organizing Maps For Identifying Impaired Speech
Advances in Electrical and Computer Engineering, 2011 This paper presents a method of identifying heavily impaired pronunciations of 'r' consonant in Romanian language using Kohonen neural networks. The study focused on words that contain 'r' as the first letter and used signals recorded mainly from ...
GRIGORE, O., VELICAN, V.
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Prediction of stock market crash using self-organizing maps [PDF]
تحقیقات مالی, 2015 Market crash is a phenomenon which occurs in stock markets occasionally and leads to loss of the investors’ wealth and assets in a relatively short period of time.
Arash Mohamad Alizadeh +2 more
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Magnification Control in Self-Organizing Maps and Neural Gas [PDF]
, 2006 We consider different ways to control the magnification in self-organizing maps (SOM) and neural gas (NG). Starting from early approaches of magnification control in vector quantization, we then concentrate on different approaches for SOM and NG. We show
Brause R. +4 more
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