About: Classifiers Based on Inverted Distances. Chapter 19

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.intechopen.com/books/new-fundamental-technologies-in-data-mining/classifiers-based-on-inverted-distances
Description	First, we provide a shot overview of the basic idea of the IINC (Inverted Indexes of Neighbors Classifier) and its features and show a simple demonstative example of a pragmatic approach to a simple classification task. Second, we give a deeper mathematical insight into the method. Finally, we will demonstrate the power of the IINC on data sets from well-known ICU ML repository of real-life tasks. First, we provide a shot overview of the basic idea of the IINC (Inverted Indexes of Neighbors Classifier) and its features and show a simple demonstative example of a pragmatic approach to a simple classification task. Second, we give a deeper mathematical insight into the method. Finally, we will demonstrate the power of the IINC on data sets from well-known ICU ML repository of real-life tasks. (en)
Title	Classifiers Based on Inverted Distances. Chapter 19 Classifiers Based on Inverted Distances. Chapter 19 (en)
skos:prefLabel	Classifiers Based on Inverted Distances. Chapter 19 Classifiers Based on Inverted Distances. Chapter 19 (en)
skos:notation	RIV/67985807:_____/11:00358973!RIV12-AV0-67985807
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0567), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Jiřina, Marcel
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	190541
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/11:00358973
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	classification; neighbor distances; correlation dimension; Zipfian distribution (en)
http://linked.open.../riv/klicoveSlovo	Zipfian distribution classification correlation dimension neighbor distances
http://linked.open...ontrolniKodProRIV	[A83E5D3044B1]
http://linked.open...i/riv/mistoVydani	Rijeka
http://linked.open...i/riv/nazevZdroje	New Fundamental technologies in Data Mining
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...v/pocetStranKnihy	584 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Jiřina jr., M. Jiřina, Marcel
http://linked.open...n/vavai/riv/zamer	Informatika pro informační společnost: modely, algoritmy, aplikace
number of pages	18 (xsd:int)
http://purl.org/ne...btex#hasPublisher	InTech
https://schema.org/isbn	978-953-307-547-1

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