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A FRAMEWORK FOR STATE TRANSITIONS ON THE SELF-ORGANIZING MAP: SOME TEMPORAL FINANCIAL APPLICATIONS

  • Published:2012-07 Issue:3 Volume:19 Page:189-203
  • ISSN:1055-615X
  • Container-title:Intelligent Systems in Accounting, Finance and Management
  • language:en
  • Short-container-title:Intell. Sys. Acc. Fin. Mgmt.

Author:

Sarlin Peter1,Yao Zhiyuan1,Eklund Tomas1

Affiliation:

1. Turku Centre for Computer Science, Department of Information Technologies; Åbo Akademi University; Turku; Finland

Publisher

Wiley

Subject

Finance,General Business, Management and Accounting

Reference36 articles.

1. Afolabi MO Olude O 2007 Predicting stock prices using a hybrid Kohonen self organizing map (SOM) Proceedings of the 40th Annual Hawaii International Conference on Systems Sciences (HICSS'07)

2. Process monitoring and modeling using the self-organizing map;Alhoniemi;Integrated Computer Aided Engineering,1999

3. Managing complexity in large data bases using self-organizing maps;Back;Accounting, Management and Information Technologies,1998

4. Time in self-organizing maps: an overview of models;Barreto;International Journal of Computer Research,2001

5. What caused the Asian crises: an early warning system approach;Berg;Economic Notes,1999

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1. Using SOM-Based Visualization to Analyze the Financial Performance of Consumer Discretionary Firms;Advances in Intelligent Systems and Computing;2019-04-28

2. Exploring topics related to data mining on Wikipedia;The Electronic Library;2017-08-07

3. Extending the SOM;Computational Risk Management;2014

4. Clustering of the Self-Organizing Time Map;Neurocomputing;2013-12

5. Data and dimension reduction for visual financial performance analysis;Information Visualization;2013-10-10
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