dc.contributor.author
Becker, Katinka
dc.contributor.author
Bockmayr, Alexander
dc.date.accessioned
2026-02-12T08:32:19Z
dc.date.available
2026-02-12T08:32:19Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/51536
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-51263
dc.description.abstract
Logical Analysis of Data (LAD) is a powerful technique for data classification based on partially defined Boolean functions. The decision rules for class prediction in LAD are formed out of patterns. According to different preferences in the classification problem, various pattern types have been defined. The generation of these patterns plays a key role in the LAD methodology and represents a computationally hard problem. In this article, we introduce a new approach to pattern generation in LAD based on Answer Set Programming (ASP), which can be applied to all common LAD pattern types.
en
dc.format.extent
25 Seiten
dc.rights
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
dc.rights.uri
https://creativecommons.org/licenses/by/4.0/
dc.subject
Answer set programming
en
dc.subject
Logical analysis of data
en
dc.subject
Pattern generation
en
dc.subject
Classification
en
dc.subject.ddc
000 Informatik, Informationswissenschaft, allgemeine Werke::000 Informatik, Wissen, Systeme::004 Datenverarbeitung; Informatik
dc.title
Answer set programming for pattern generation in logical analysis of data
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.doi
10.1007/s10472-025-09981-x
dcterms.bibliographicCitation.journaltitle
Annals of Mathematics and Artificial Intelligence
dcterms.bibliographicCitation.number
1
dcterms.bibliographicCitation.pagestart
63
dcterms.bibliographicCitation.pageend
87
dcterms.bibliographicCitation.volume
94
dcterms.bibliographicCitation.url
https://doi.org/10.1007/s10472-025-09981-x
refubium.affiliation
Mathematik und Informatik
refubium.affiliation.other
Institut für Bioinformatik
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.isPartOf.issn
1012-2443
dcterms.isPartOf.eissn
1573-7470
refubium.resourceType.provider
DeepGreen
