Miklošič Library FPNM, Maribor (PEFMB)
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Napovedovanje GPS sledi z globokimi nevronskimi mrežami : magistrsko delo : na študijskem programu 2. stopnje MatematikaBorlinić, JernejMetode strojnega učenja vse bolj prodirajo v vsa področja modernega gospodarskega in raziskovalnega okolja. Obstoječi algoritmi dosegajo vrhunske rezultate pri nalogah, kot so prepoznavanje slik, ... razumevanje besedil in govora ipd. Avtomatizirane rešitve takšnih nalog so še nedavno veljale za nedosegljive. V tem magistrskem delu pregledamo najpopularnejše globoke nevronske mreže, iz njih sestavljene modele in njihove načine učenja. S pridobljenim znanjem in večkratnim testiranjem v drugem delu, razvijemo model globoke nevronske mreže za napovedovanje GPS sledi. Osnovno testiranje modela poteka na lastnem naboru sintetično ustvarjenih podatkov. Dva najuspešnejša modela v nadaljevanju učimo s pomočjo izbranih realnih podatkov, pridobljenih od podjetja GoOpti, d. o. o. Končni izpopolnjen model učimo z razširjenim naborom realnih podatkov. V magistrskem delu so opisani izbira in implementacija modela, način učenja, ustvarjanje in pridobivanje naborov podatkov in pridobljeni rezultati.Type of material - master's thesis ; adult, seriousPublication and manufacture - Maribor : [J. Borlinić], 2018Language - slovenianCOBISS.SI-ID - 24225288
Author
Borlinić, Jernej
Other authors
Taranenko, Andrej |
Orbanić, Alen
Topics
Univerzitetna in visokošolska dela |
magistrska dela |
strojno učenje |
globoko učenje |
globoke nevronske mreže |
povratne nevronske mreže |
master theses |
machine learning |
deep learning |
deep neural networks |
recurrent neural networks
Call number – location, accession no. ... |
Copy status | Reservation |
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D MAG 0000000051 BORLINIĆ J. Napovedovanje IN: 920180075 D MAG 51 BORLINIĆ J. Napovedovanje IN: 920180075 |
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Year | Impact factor | Edition | Category | Classification | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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DRS, in which the journal is indexed
Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Borlinić, Jernej | |
Taranenko, Andrej | 21821 |
Orbanić, Alen | 21658 |
Source: Personal bibliographies
and: SICRIS
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