Izdelava spletne aplikacije za strojno učenje

Povzetek

Ključne besede

Podatki

Jezik:	Slovenski jezik
Leto izida:	2010
Tipologija:	2.11 - Diplomsko delo
Organizacija:	UL FRI - Fakulteta za računalništvo in informatiko
Založnik:	[J. Kranjc]
UDK:	004.85
COBISS:	7954260
Št. ogledov:	1544
Št. prenosov:	261
Ocena:	0 (0 glasov)
Metapodatki:

Ostali podatki

Sekundarni jezik:	Angleški jezik
Sekundarni naslov:	[Development of web application for machine learning]
Sekundarni povzetek:	The thesis describes the development of a web application for machine learning and data mining. Other stand-alone applications for machine learning are described and used as a basis for the development of the web application. Orange4WS serves as a special example as it is utilizing web services for various algorithms and operations. JavaScript and PHP have been selected, along with the markup language HTML and styling language CSS, as enabling technologies for the web application. The web application is developed for all (at the time of writing) popular web browsers and supports building workflows with web services as its elements. The case studies for users are presented along with instructions for the installation of the system to a web server and instructions for expanding the web application by including various algorithms and add-ons. Ideas which include meta-learning on workflows and the generalization of the web application to suit other areas of expertise where the utilization of workflows is sensible, are explained in the conclusion.
Sekundarne ključne besede:	machine learning;data mining;workflow;web application;web services;computer science;diploma;
Vrsta datoteke:	application/pdf
Vrsta dela (COBISS):	Diplomsko delo
Komentar na gradivo:	Univerza v Ljubljani, Fakulteta za računalništvo in informatiko
Strani:	72 str.
ID:	23960077