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Neural-Deterministic Classification of Financial Parameters as a Decision Support Tool in Business Valuation


Brlečić Valčić, Sonja; Valčić, Marko; Tijan, Edvard
Neural-Deterministic Classification of Financial Parameters as a Decision Support Tool in Business Valuation // Proceedings of the 22nd Conference: System approaches‘16 - Responsible development of systems / Böhmová, Lucie ; Pavlíček, Antonín (ur.).
Prague, Czech Republic: University of Economics, Prague - Publishing Oeconomica, 2016. str. 46-52 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Neural-Deterministic Classification of Financial Parameters as a Decision Support Tool in Business Valuation

Autori
Brlečić Valčić, Sonja ; Valčić, Marko ; Tijan, Edvard

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 22nd Conference: System approaches‘16 - Responsible development of systems / Böhmová, Lucie ; Pavlíček, Antonín - Prague, Czech Republic : University of Economics, Prague - Publishing Oeconomica, 2016, 46-52

ISBN
978-80-245-2186-2

Skup
System approaches‘16 - Responsible development of systems (22nd International conference)

Mjesto i datum
Prag, Češka, 08.12.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Business valuation ; classification of financial parameters ; application of neural networks

Sažetak
Due to numerous specifics in company business operations, it is difficult to conduct the procedure of business valuation by using a single method within the existing valuation approach. In particular, this problem is evident in complex industries such as oil and gas industry, in which there is a need for a different approach to business valuation. Such an approach, apart from the application of expert opinions, requires the use of modern tools such as neural networks, which have proved to be particularly effective especially in the analysis and classification of data. This paper presents the use of neural networks in the classification of financial parameters that affect the value of the company in the oil and gas industry, to support the decision-making process in the business valuation.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Ekonomija, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Ustanove
Pomorski fakultet, Rijeka,
Sveučilište Libertas