< < < PREV | NEXT > > > | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|

# | ## Results for self organizing map r | |||||||||||||

1. | Application of Self-Organizing Maps for clustering DJIA - arXiv In this paper we apply the Self -Organized Map ( SOM) method for clustering the DJIA and. NASDAQ100 portfolios for determination of non-linear correlations between stocks. We represent the application of this method as alternative tTags:self organizing map applications |
|||||||||||||

2. | Self Organizing Maps: Algorithms and Applications The stages of the SOM algorithm that achieves this can be summarised as follows: 1. Initialization – Choose random values for the initial weight vectors wj. 2 . Sampling – Draw a sample training input vector x from the input space. 3. Tags:self organizing map applications |
|||||||||||||

3. | applications of self- organizing maps - Nova IMS - Universidade This book is about how the original self- organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of applications of the Self-Organizing Map is discussedTags:self organizing map applications |
|||||||||||||

4. | Application of Self-Organizing Maps to the Maritime - Springer Finally, an overview of different applications of SOMs in maritime problems is presented. 1 Introduction. Although the term “ Self-Organizing Map” has been used to designate a number of different entities, it generally refers Tags:self organizing map applications |
|||||||||||||

5. | A Review of Self-Organizing Map Applications in - InTechOpen Jan 21, 2011 ... A Review of Self-Organizing Map Applications in Meteorology and Oceanography. Yonggang Liu and Robert H. Weisberg. College of Marine Science, University of South Florida. United States of America. 1. Introdu Tags:self organizing map applications |
|||||||||||||

6. | Engineering Applications of the Self-Organizing Map - IEEE Xplore works Research Centre, FIN-02150 Espoo, Finland. 1358 tends to manifest clusters of input information and their relationships on the map. Accordingly, the most important applications of the SOM are in the visualization of high-Tags:self organizing map applications |
|||||||||||||

7. | The Self-Organizing Maps: Background, Theories, Extensions and Various extensions of the SOM have been devised since its introduction to extend the mapping as effective solutions for a wide range of applications. Its connections with other learning paradigms and application aspects are Tags:self organizing map applications |
|||||||||||||

8. | Self Organizing Feature Maps and Their Applications to RoboticsSelf Organizing Feature Maps and Their Applications to Robotics. Abstract. The self-organizing feature maps developed by Kohonen appear to capture some of the advantages of the natural systems on which t Tags:self organizing map applications |
|||||||||||||

9. | The Application of Self Organizing Maps in Conceptual Design The Application of Self. Organizing Maps in Conceptual. Design. Peter C Matthews. Fitzwilliam College. January 2002. A dissertation submitted for the Degree of Doctor of Philosophy. Cambridge University Engineering Departmen Tags:self organizing map applications |
|||||||||||||

10. | self-organizing maps, theory and applications - Nathalie Villa ABSTRACT. The Self-Organizing Maps (SOM) is a very popular algorithm, introduced by Teuvo Kohonen in the early 80s. It acts as a non supervised clustering algorithm as well as a powerful visualization tool. It is widely used Tags:self organizing map applications |
|||||||||||||

11. | MATLAB Implementation sand Applications of the Self-Organizing Map Dec 10, 2014 ... MATLAB Implementations and Applications of the. Self-Organizing Map. Teuvo Kohonen. Aalto University, School of Science. P.O. Box 11000, FI-00076 AALTO, FINLAND. Unigrafia. Helsinki, Finland, 2014?.. Tags:self organizing map matlab |
|||||||||||||

12. | Self-organizing map in Matlab: the SOM Toolbox - CiteSeerX Abstract. The Self-Organizing Map (SOM) is a vector quantization method which places the prototype vectors on a regular low-dimensional grid in an ordered fashion. This makes the SOM a powerful visualization tool. TheTags:self organizing map matlab |
|||||||||||||

13. | Matlab Application of Kohonen Self-organizing Map to Classify This paper proposes a Matlab object oriented application based on Kohonen Self- Organizing Maps (SOM) able to classify consumers' daily load profile. Firstly, the characteristics of Kohonen self- organizing Tags:self organizing map matlab |
|||||||||||||

14. | Publication 6 Self−Organizing Map in Matlab: the SOM Toolbox Abstract. The Self-Organizing Map (SOM) is a vector quantization method which places the prototype vectors on a regular low-dimensional grid in an ordered fashion. This makes the SOM a powerful visualization tool. TheTags:self organizing map matlab |
|||||||||||||

15. | Self-organizing map using matlab Create a Self-Organizing Map and returns a self-organizing map. • The neurons in the layer of an SOFM are arranged originally in physical positions according to a topology function. The function gridtop, hextop, or randtop can arrange the neurons in a grid, he Tags:self organizing map matlab |
|||||||||||||

16. | Using Self-Organizing Maps to Visualize, Filter and - InTechOpen The self-organizing map (SOM), as a learning algorithm [16], appears to be suitable for top‐ ology-preserving analysis of ... Using Self-Organizing Maps to Visualize, Filter and Cluster Multidimensional Bio-Omi Tags:self organizing map matlab |
|||||||||||||

17. | Visual analysis of self-organizing maps - MII Dec 7, 2011 ... The main objective of self-organizing maps is data clustering and their graphical presentation. ... Keywords: multidimensional data visualization, self-organizing map (SOM), visualTags:self organizing map matlab |
|||||||||||||

18. | Self-Organizing Map in Matlab - Laboratory of Computer andSelf-Organizing Map in Matlab: the SOM Toolbox. Juha Vesanto, Johan Himberg, Esa Alhoniemi and Juha Parhankangas. Laboratory of Computer and Information Science. Helsinki University of Technology. P.O.Box 5400, FIN-02 Tags:self organizing map matlab |
|||||||||||||

19. | Brief Review of Self-Organizing Maps Abstract - As a particular type of artificial neural networks, self-organizing maps (SOMs) are trained using an unsupervised, competitive learning to produce a low- dimensional, discretized representation of the input space of the Tags:self organizing map matlab |
|||||||||||||

20. | Appetizer: Why use a SOM ?(1/3) - iariaSelf-Organizing Maps. V 1.4 V.Lobo, EN 2010. Example 3: 2D to 2D mapping. ▫ Data uniformly distributed in the square. ▫ Used in the Matlab Demo. [Kohonen 95]. Example 4: 2D to 1D mapping. ▫ Animation. □Red dots=data. □Green Tags:self organizing map matlab |
|||||||||||||

< < < PREV | NEXT > > > |