crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Naslovna
 O projektu
 FAQ
 Kontakt
4 gif
Pregledavanje radova
Jednostavno pretraživanje
Napredno pretraživanje
Skupni podaci
Upis novih radova
Upute
Ispravci prijavljenih radova
Ostale bibliografije
Slični projekti
 Bibliografske baze podataka

Pregled bibliografske jedinice broj: 975468

Časopis

Autori: Župan, Mario; Letinić, Svjetlana; Budimir Verica
Naslov: Journal entries with deep learning model
Izvornik: International Journal of Advance Computational Engineering and Networking (IJACEN) (2320-2106) 6 (2018), 10; 55-58
Vrsta rada: članak
Ključne riječi: general ledger, journal entry, bookkeeping, accounting, Deep learning, variational autoencoder, anomaly detection, accounting control system
Sažetak:
: Deep learning is the most recent approach to achieve artificial intelligence. Especially neural networks are used for solving many human problems - from repetitive operations to intelligent recognizing in image, sound and text processing. They are used in medicine, car industry, game industry and robotics. Business companies also try to find the way of exploitation of the latest technology despite the fact that it is the long way to the point where machines will be capable to replace the human intelligence. Authors of this paper explore possibilities of semi-supervised learning application in accounting. One of the latest deep learning algorithm is successfully used to reconstruct the journal entry key columns. The model was trained and tested on a real-world dataset so it could become base for developing the wide pallet of accounting and audit applications - as anomaly detection module of Enterprise Resource Planning (ERP) software or as a standalone application.
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Ekonomija
URL Internet adrese: http://iraj.in/journal/IJACEN//paper_detail.php?paper_id=13840&nameJournal_Entries_with_Deep_Learning_Model
URL cjelovitog teksta:
Časopis izlazi u samo elektroničkom izdanju: NE
Google Scholar: Journal entries with deep learning model
Upisao u CROSBI: Mario Župan (mzupan@vup.hr), 22. Pro. 2018. u 08:08 sati



Verzija za printanje   za tiskati


upomoc
foot_4