Identifying Corporate Performance Factors Based on Feature Selection in Statistical Pattern Recognition: METHODS, APPLICATION, INTERPRETATION
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14560%2F14%3A00074365" target="_blank" >RIV/00216224:14560/14:00074365 - isvavai.cz</a>
Alternative codes found
RIV/61384399:31160/14:00045795
Result on the web
<a href="http://dx.doi.org/10.5817/CZ.MUNI.M210-7557-2014" target="_blank" >http://dx.doi.org/10.5817/CZ.MUNI.M210-7557-2014</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5817/CZ.MUNI.M210-7557-2014" target="_blank" >10.5817/CZ.MUNI.M210-7557-2014</a>
Alternative languages
Result language
angličtina
Original language name
Identifying Corporate Performance Factors Based on Feature Selection in Statistical Pattern Recognition: METHODS, APPLICATION, INTERPRETATION
Original language description
This publication summarizes and extends methodology of feature selection (FS) and pattern recognition in search for competitiveness factors and methodology of corporate financial performance (CFP) measurement. Several methods were evaluated and Dependency-Aware Feature Ranking combined with non-linear regression model were applied. Also, this publication suggests and verifies methodology of interpretation results of the FS methods. For start was employed multidimensional linear regression, succeeded byclustering companies according to the factors identified by FS into homogenous groups, dividing them into quartiles based on their CFP and identifying similar values of the factors. This way was captured the non-linearity in the data.
Czech name
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Czech description
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Classification
Type
B - Specialist book
CEP classification
AE - Management, administration and clerical work
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GAP403%2F12%2F1557" target="_blank" >GAP403/12/1557: Developing Methods for Identifying and Evaluating Factors That Critically Affect Corporate Performance.</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
ISBN
9788021075573
Number of pages
170
Publisher name
Muni press
Place of publication
Brno
UT code for WoS book
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