DC pole | Wartość | Język |
dc.contributor.author | Zielosko, Beata | - |
dc.contributor.author | Stańczyk, Urszula | - |
dc.date.accessioned | 2021-11-05T13:11:43Z | - |
dc.date.available | 2021-11-05T13:11:43Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | "Procedia Computer Science" Vol. 192 (2021), s. 3922-3931 | pl_PL |
dc.identifier.issn | 1877-0509 | - |
dc.identifier.uri | http://hdl.handle.net/20.500.12128/21861 | - |
dc.description.abstract | When mining of input data is focused on rule induction, knowledge, discovered in exploration of existing patterns, is stored in combinations of certain conditions on attributes included in rule premises, leading to specific decisions. Through their properties, such as lengths, supports, cardinalities of rule sets, inferred rules
characterise relations detected among variables. The paper presents research dedicated to analysis of these dependencies, considered in the context of various discretisation methods applied to the input data from
stylometric domain. For induction of decision rules from data, Classical Rough Set Approach was employed. Next, based on rule properties, several factors were proposed and evaluated, reflecting characteristics of
available condition attributes. They allowed to observe how variables and rule sets changed depending on applied discretisation algorithms. | pl_PL |
dc.language.iso | en | pl_PL |
dc.rights | Uznanie autorstwa-Użycie niekomercyjne-Bez utworów zależnych 3.0 Polska | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/pl/ | * |
dc.subject | Discretisation | pl_PL |
dc.subject | Decision rule | pl_PL |
dc.subject | Rule length | pl_PL |
dc.subject | Support | pl_PL |
dc.subject | Attribute | pl_PL |
dc.subject | Rough Sets | pl_PL |
dc.title | Condition attributes, properties of decision rules, and discretisation : analysis of relations and dependencies | pl_PL |
dc.type | info:eu-repo/semantics/article | pl_PL |
dc.identifier.doi | 10.1016/j.procs.2021.09.167 | - |
Pojawia się w kolekcji: | Artykuły (WNŚiT)
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