Autor:	Kłopotek, Mieczysław A., Kłopotek, Robert A.
Rok vydání:	2022
Předmět:	Computer Science - Artificial Intelligence
Druh dokumentu:	Working Paper
Popis:	The paper points at the grieving problems implied by the richness axiom in the Kleinberg's axiomatic system and suggests resolutions. The richness induces learnability problem in general and leads to conflicts with consistency axiom. As a resolution, learnability constraints and usage of centric consistency or restriction of the domain of considered clusterings to super-ball-clusterings is proposed. Comment: 18 pages, 3 figures, 3 tables, an extended version of ISMIS2022 paper
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2210.15507 Zobrazit plný text záznamu View this record from Arxiv