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Using holographic neural networks for currency exchange rates prediction


Manger, Robert; Mauher, Mladen
Using holographic neural networks for currency exchange rates prediction // Proceedings of the 16-th International Conference on Information Technology Interfaces (ITI '94) / Čerić, Vlado ; Hljuz Dobrić, Vesna (ur.).
Zagreb: University Computing Centre, 1994. str. 143-150 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Using holographic neural networks for currency exchange rates prediction

Autori
Manger, Robert ; Mauher, Mladen

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

Izvornik
Proceedings of the 16-th International Conference on Information Technology Interfaces (ITI '94) / Čerić, Vlado ; Hljuz Dobrić, Vesna - Zagreb : University Computing Centre, 1994, 143-150

Skup
16-th International Conference on Information Technology Interfaces (ITI '94)

Mjesto i datum
Pula, Hrvatska, 14-17.06.1994

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Holographic neural networks; currency exchange rates; prediction; forecasting

Sažetak
In this paper we describe a series of experiments, whose objective was to evaluate holographic neural networks as a possible tool for currency exchange rates prediction. In our experiments we trained and tested holographic networks on authentic data from "Zagrebacka banka". The results presented in the paper give some indications when neural networks in general are suitable for prediction problems. Also, the results demonstrate certain advantages of holographic vs. traditional neural networks.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Računarstvo



POVEZANOST RADA


Ustanove
Prirodoslovno-matematički fakultet, Matematički odjel, Zagreb