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Title:PODATKOVNO RUDARJENJE KOT POMOČ PRI IZBIRI TAKTIKE KOŠARKARSKIM TRENERJEM PRED PRIPRAVO NA TEKMO
Authors:ID Mlinar, Tilen (Author)
ID Fister, Iztok (Mentor) More about this mentor... New window
Files:.pdf MAG_Mlinar_Tilen_2016.pdf (2,43 MB)
MD5: 11A6FAC83632E821094AEB39BB18DE13
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Magistrsko delo opisuje razvoj sistema za pomoč košarkarskim trenerjem pred pripravo na tekmo. Opravljeni so bili različni eksperimenti, ki temeljijo na podatkovnem rudarjenju. Analiza košarkarske igre je bila opravljena s pomočjo umetnih nevronskih mrež, ki nudi podatke o pomembnosti različnih košarkarskih elementov. Prav tako smo s pomočjo umetnih nevronskih mrež izdelali model, ki omogoča predikcijo izida prihajajoče tekme. Delo smo zaključili z izdelavo mobilne aplikacije, ki deluje na podlagi opravljenih eksperimentov ter nudi koristne nasvete košarkarskim trenerjem.
Keywords:podatkovno rudarjenje, nevronske mreže, šport, košarka, predikcija izida
Place of publishing:[Maribor
Publisher:T. Mlinar
Year of publishing:2016
PID:20.500.12556/DKUM-58711 New window
UDC:004.6:004.777(043.2)
COBISS.SI-ID:19606550 New window
NUK URN:URN:SI:UM:DK:BLRLYGIM
Publication date in DKUM:12.05.2016
Views:1298
Downloads:208
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:THE USE OF DATA MINING AS AN AID FOR TACTICS SELECTION IN PRE-GAME PREPARATION FOR BASEKETBALL COACHES
Abstract:The master thesis describes the development of a system that assists basketball coaches in the game pre-preparation phase. Different experiments, based on data mining were performed. We used artificial neural networks to analyze the basketball game in order to determine the importance of different basketball elements. We also used artificial neural networks to create a model providing the prediction of an upcoming basketball match. We concluded our project with the development of a mobile application which offers basketball coaches useful advice about the game.
Keywords:mining, neural networks, sport, basketball, outcome prediction


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