Št. zadetkov: 15
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
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
Video in druga učna gradiva
Oznake:
computer science;machine learning
Leto:
2008
Vir:
videolectures.net
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
Video in druga učna gradiva
Oznake:
computer science;machine learning;human language technology
Leto:
2009
Vir:
videolectures.net
Video in druga učna gradiva
Oznake:
computer science;semantic web
Leto:
2016
Vir:
videolectures.net
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
Video in druga učna gradiva
Oznake:
computer science;text mining
Leto:
2012
Vir:
videolectures.net
Diplomsko delo
Oznake:
artificial intelligence;large language models;multi-agent systems;research automation;knowledge discovery;computer science;diploma;
Scientific discovery requires both creative hypothesis generation and rigorous experimental validation, processes that have historically demanded human expertise. Large Language Models (LLMs) demonstrate sophisticated reasoning and code generation capabilities, yet previous automation efforts have m ...
Leto:
2025
Vir:
Fakulteta za računalništvo in informatiko (UL FRI)
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)