http://hdl.handle.net/20.500.12128/11099
Title: | On Approaches to Discretisation of Stylometric Data and Conflict Resolution in Decision Making |
Authors: | Stańczyk, Urszula Zielosko, Beata |
Keywords: | Discretisation; Rugh sets; Dcision rule; Cnflict; Classification; Stylometry |
Issue Date: | 2019 |
Citation: | "Procedia Computer Science" Vol. 159 (2019), s. 1811-1820 |
Abstract: | The paper presents research on unsupervised and supervised discretisation of input data used in execution of stylometric tasks of authorship attribution. Basing on numeric characterisation of writing styles, recognition of authorship is performed by decision rules, as their transparent structure enhances understanding of discovered knowledge. The performance of rule classifiers, constructed in rough set approach, is studied in the context of a strategy employed for resolving conflicts. It is also contrasted with that of other selected inducers. |
Description: | 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - early article |
URI: | http://hdl.handle.net/20.500.12128/11099 |
DOI: | 10.1016/j.procs.2019.09.353 |
ISSN: | 1877-0509 |
Appears in Collections: | Artykuły (WNŚiT) |
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Stanczyk_On_approaches_to_discretisation.pdf | 599,11 kB | Adobe PDF | View/Open |
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