Title :
On selected functionality of the classification and prediction software system (CLAPSS)
Author :
Pancerz, Krzysztof
Author_Institution :
Univ. of Manage. & Adm. in Zamosc, Zamosc, Poland
Abstract :
In the paper, we introduce the first version of a computer tool called CLAPSS (Classification and Prediction Software System) for solving different classification and prediction problems using, among others, some specialized approaches based mainly on rough set theory. The tool was designed for the Java platform. Selected functionality of CLAPSS is described in the paper. It concerns mining data included in episode information systems, as well as mining data included in information/decision systems over ontological graphs.
Keywords :
data mining; graph theory; ontologies (artificial intelligence); pattern classification; rough set theory; CLAPSS; Java platform; classification and prediction software system; classification problem; computer tool; data mining; decision system; episode information systems; ontological graphs; prediction problem; rough set theory; selected functionality; Data mining; Information systems; Ontologies; Semantics; Set theory; Software systems; Software tools;
Conference_Titel :
Information and Digital Technologies (IDT), 2015 International Conference on
Conference_Location :
Zilina
DOI :
10.1109/DT.2015.7222984
