Searching Factors of Corporate Competitiveness Using
Statistical Pattern Recognition Techniques

D 2012

Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques

PUDIL, Pavel; Ladislav BLAŽEK; Petr SOMOL; Jana POKORNÁ; Petr PIROŽEK et al.

Základní údaje

Originální název

Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques

Autoři

PUDIL, Pavel; Ladislav BLAŽEK; Petr SOMOL; Jana POKORNÁ a Petr PIROŽEK

Vydání

Reading (UK), Proceedings of the 8th European Conference on Management Leadership and Governance, od s. 556-559, 4 s. 2012

Nakladatel

Academic Publishing International Limited

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

50600 5.6 Political science

Stát vydavatele

Velká Británie a Severní Irsko

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

tištěná verze "print"

Označené pro přenos do RIV

Ano

Kód RIV

RIV/00216224:14560/12:00073387

Organizační jednotka

Ekonomicko-správní fakulta

ISBN

978-1-908272-76-8

ISSN

UT WoS

000321614900072

Klíčová slova anglicky

Factors of Corporate Competitiveness; Feature Selection; Statistical Pattern Recognition

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 3. 4. 2015 09:15, Mgr. Daniela Marcollová

Anotace

V originále

The paper discusses the methodology and current results of identifying factors of competitiveness of companies in the Czech Republic, as a result of inter-disciplinary cooperation between the Centre for Research of Competitiveness and researchers in the field of statistical pattern recognition and machine learning. The main task is to verify the hypothesis that there is a significant mutual dependency between competitiveness of companies (characterized here by their financial performance) and selected characteristics describing these companies. Such characteristics can be regarded as the factors of competitiveness. The task of determining these factors has to be solved in the multidimensional space, therefore the feature selection methodology selecting a group of the most informative characteristics appears to be a suitable and promising approach. The paper presents a brief introduction to the used methodology in context of the broad field of statistical pattern recognition and the results achieved in the course of verifying the above mentioned hypothesis.

Návaznosti

GAP403/12/1557, projekt VaV

Název: Přístupy k identifikaci faktorů výkonnosti podniků s důrazem na metody výběru příznaků ve statistickém rozpoznávání.

1M0524, projekt VaV

Název: Centrum výzkumu konkurenční schopnosti české ekonomiky

Investor: Ministerstvo školství, mládeže a tělovýchovy ČR, Centrum výzkumu konkurenční schopnosti české ekonomiky

Citovat

PUDIL, Pavel; Ladislav BLAŽEK; Petr SOMOL; Jana POKORNÁ a Petr PIROŽEK. Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques. In John Politis. Proceedings of the 8th European Conference on Management Leadership and Governance. Reading (UK): Academic Publishing International Limited, 2012, s. 556-559. ISBN 978-1-908272-76-8.

@inproceedings{1073199,
   author = {Pudil, Pavel and Blažek, Ladislav and Somol, Petr and Pokorná, Jana and Pirožek, Petr},
   address = {Reading (UK)},
   booktitle = {Proceedings of the 8th European Conference on Management Leadership and Governance},
   editor = {John Politis},
   keywords = {Factors of Corporate Competitiveness; Feature Selection; Statistical Pattern Recognition},
   howpublished = {tištěná verze "print"},
   language = {eng},
   location = {Reading (UK)},
   isbn = {978-1-908272-76-8},
   pages = {556-559},
   publisher = {Academic Publishing International Limited},
   title = {Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques},
   year = {2012}
}

TY  - CONF
ID  - 1073199
AU  - Pudil, Pavel - Blažek, Ladislav - Somol, Petr - Pokorná, Jana - Pirožek, Petr
PY  - 2012
TI  - Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques
PB  - Academic Publishing International Limited
CY  - Reading (UK)
SN  - 9781908272768
KW  - Factors of Corporate Competitiveness
KW  - Feature Selection
KW  - Statistical Pattern Recognition
N2  - The paper discusses the methodology and current results of identifying factors of competitiveness of companies in the Czech Republic, as a result of inter-disciplinary cooperation between the Centre for Research of Competitiveness and researchers in the field of statistical pattern recognition and machine learning. The main task is to verify the hypothesis that there is a significant mutual dependency between competitiveness of companies (characterized here by their financial performance) and selected characteristics describing these companies. Such characteristics can be regarded as the factors of competitiveness. The task of determining these factors has to be solved in the multidimensional space, therefore the feature selection methodology selecting a group of the most informative characteristics appears to be a suitable and promising approach. The paper presents a brief introduction to the used methodology in context of the broad field of statistical pattern recognition and the results achieved in the course of verifying the above mentioned hypothesis.
ER  -

PUDIL, Pavel; Ladislav BLAŽEK; Petr SOMOL; Jana POKORNÁ a Petr PIROŽEK. Searching Factors of Corporate Competitiveness Using Statistical Pattern Recognition Techniques. In John Politis. \textit{Proceedings of the 8th European Conference on Management Leadership and Governance}. Reading (UK): Academic Publishing International Limited, 2012, s.~556-559. ISBN~978-1-908272-76-8.

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