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Besedni vektorji in konvolucijske nevronske mreže za analizo sentimenta finančnih poročil : magistrsko delo
Zaplotnik, Luka (Author), Omladič, Matjaž (Mentor) More about this mentor... This link opens in a new window, Cergol, Boris (Co-mentor)

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Language:Slovenian
Keywords:finančna matematika, strojno učenje, nevronske mreže, besedni vektorji, word2vec, konvolucijske nevronske mreže, analiza sentimenta, tekstovno rudarjenje, klasifikacija, napovedovanje delniških donosov, 10-Q finančna poročila, 8-K finančna poročila
Work type:Master's thesis/paper (mb22)
Tipology:2.09 - Master's Thesis
Organization:FMF - Faculty of Mathematics and Physics
Year:2016
Publisher:[L. Zaplotnik]
Number of pages:VI, 77 str.
UDC:004
COBISS.SI-ID:17768793 Link is opened in a new window
Views:374
Downloads:276
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Secondary language

Language:English
Title:Word Embeddings and Convolutional Neural Networks for Sentiment Analysis of Financial Reports
Keywords:machine learning, neural networks, word embeddings, convolutional neural networks, sentiment analysis, text mining, classification, prediction of stock returns, form 10-Q, form 8-K

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