Decision making based on data analysis methods

Miki Sirola, Mika Sulkava

Research output: Book/ReportCommissioned reportProfessional

Abstract

This technical report is based on four our recent articles:”Data fusion of pre-election gallups and polls for improved support estimates”, ”Analyzing parliamentary elections based on voting advice application data”, ”The Finnish car rejection reasons shown in an interactive SOM visualization tool”, and “Network visualization of car inspection data using graph layout”. Neural methods are applied in political and technical decision making. We introduce decision support schemes based on Self-Organizing Map (SOM) combined with other methods. Visualizations based on various data-analysis methods are developed. In political decision making we have examples from one parliamentary election and one presidential election utilizing opinion data collected beforehand. In technical decision making we concentrate on rejection reasons in car inspection data. This technical report is a summary of our recent non-nuclear studies.
Original languageEnglish
Place of PublicationHelsinki
PublisherAalto University
Number of pages18
ISBN (Electronic)978-952-60-6758-2
ISBN (Print)978-952-60-6757-5
Publication statusPublished - 26 Apr 2016
MoE publication typeD4 Published development or research report or study

Publication series

NameAalto University publication series Science + Technology
PublisherAalto University
No.5
Volume2016
ISSN (Print)1799-4896
ISSN (Electronic)1799-490X

Keywords

  • Decision Making, Data Analysis, Self-Organizing Map, Political, Technical

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