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Št. zadetkov: 12
Regression Canonical Correlation Analysis
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;machine learning;principal component analysis
In this paper we present Regression Canonical Correlation Analysis, an extension of Canonical Correlation Analysis, where one of the dimensions is fixed and demonstrate how it can be solved efficiently. We applied the extension to the task of query translation in the context of Cross-Lingual Informa ...
Leto: 2008 Vir: videolectures.net
Cross-Lingual Document Retrieval through Hub Languages
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;information retrieval;multilingual information access;optimization methods
We address the problem of learning similarities between documents written in different languages for language pairs where little or no direct supervision (in the form of a comparable or parallel corpus) is available. To make up for the lack of direct supervision, our approach takes advantage of the ...
Leto: 2012 Vir: videolectures.net
Large Scale Multilingual and Multimodal Integration
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2008 Vir: videolectures.net
Stochastic Subgradient Approach for Solving Linear Support Vector Machines
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods;support vector machines
This paper is an overview of a recent approach for solving linear support vector machines (SVMs), the PEGASOS algorithm. The algorithm is based on a technique called the stochastic subgradient descent and employs it for solving the optimization problem posed by the soft margin SVM - a very popular c ...
Leto: 2008 Vir: videolectures.net
Multi-view CCA and regression CCA
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;machine learning;human language technology
Leto: 2009 Vir: videolectures.net
Probability and statistics
Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;semantic web
Leto: 2016 Vir: videolectures.net
Improving Morphosyntactic Tagging of Slovene by Tagger Combination
Jan Rupnik , Miha Grčar , Tomaž Erjavec
Video in druga učna gradiva
Oznake: computer science;machine learning;human language technology;natural language processing
Part-of-speech (PoS) or, better, morphosyntactic tagging is the process of assigning morphosyntactic categories to words in a text, an important pre-processing step for most human language technology applications. PoS-tagging of Slovene texts is a challenging task since the size of the tagset is ove ...
Leto: 2008 Vir: videolectures.net
Semantic Text Processing
Marko Grobelnik , Blaž Fortuna , Jan Rupnik
Video in druga učna gradiva
Oznake: computer science;text mining
Leto: 2012 Vir: videolectures.net
Sistem za avdio arhiv in podkast
Jan Gerl, Rok Rupnik
Diplomsko delo
Oznake: avdio arhiv;podkast;računalništvo in informatika;univerzitetni študij;diplomske naloge;
Idejo za to diplomsko nalogo je dala hitra rast uporabe vsebin na zahtevo, ki predstavljajo velik izziv starejšim medijem, kot je radio. Zasnovan je bil sistem za spletni avdio arhiv in podkaste, ki bi ga lahko uporabljal vsak medij, ki se ukvarja z zvokom in ima veliko vsebine. Namen arhiva je upor ...
Leto: 2020 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Uporaba družabnih omrežij v okviru procesov CRM
Jan Peloza, Rok Rupnik
Diplomsko delo
Oznake: družabna omrežja;socialna omrežja;Facebook;vmesniki;CRM procesi;računalništvo;računalništvo in informatika;visokošolski strokovni študij;diplomske naloge;
Uporaba družabnih omrežij v okviru procesov CRM
Leto: 2012 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 12
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