About: An Inference and Integration Approach for the Consolidation of Ranked Lists

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this article, we describe a new approach that combines the estimation of the lengths of highly conforming sublists with their stochastic aggregation, to deal with two or more rankings of the same set of objects. The goal is to obtain a much smaller set of informative common objects in a new rank order. The input lists can be of large or huge size, their rankings irregular and incomplete due to random and missing assignments. A moderate deviation-based inference procedure and a cross-entropy Monte Carlo technique are used to handle the combinatorial complexity of the task. Two alternative distance measures are considered that can accommodate truncated list information. Finally, the outlined approach is applied to simulated data that was motivated by microarray meta-analysis, an important field of application. In this article, we describe a new approach that combines the estimation of the lengths of highly conforming sublists with their stochastic aggregation, to deal with two or more rankings of the same set of objects. The goal is to obtain a much smaller set of informative common objects in a new rank order. The input lists can be of large or huge size, their rankings irregular and incomplete due to random and missing assignments. A moderate deviation-based inference procedure and a cross-entropy Monte Carlo technique are used to handle the combinatorial complexity of the task. Two alternative distance measures are considered that can accommodate truncated list information. Finally, the outlined approach is applied to simulated data that was motivated by microarray meta-analysis, an important field of application. (en)
Title	An Inference and Integration Approach for the Consolidation of Ranked Lists An Inference and Integration Approach for the Consolidation of Ranked Lists (en)
skos:prefLabel	An Inference and Integration Approach for the Consolidation of Ranked Lists An Inference and Integration Approach for the Consolidation of Ranked Lists (en)
skos:notation	RIV/00216224:14110/12:00060591!RIV13-MSM-14110___
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...iv/cisloPeriodika	7
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Budinská, Eva
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Lékařská fakulta
http://linked.open...dnocenehoVysledku	121981
http://linked.open...ai/riv/idVysledku	RIV/00216224:14110/12:00060591
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Cross-entropy Monte Carlo; Kendall's tau; Moderate deviation; Partial list; Random degeneration; Rank aggregation; Spearman's footrule; Top-k ranked list (en)
http://linked.open.../riv/klicoveSlovo	Cross-entropy Monte Carlo Kendall's tau Moderate deviation Partial list Random degeneration Rank aggregation Spearman's footrule Top-k ranked list
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[1D78F0636D18]
http://linked.open...i/riv/nazevZdroje	COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...v/svazekPeriodika	41
http://linked.open...iv/tvurceVysledku	Budinská, Eva Mysickova, Alena Schimek, Michael G.
http://linked.open...ain/vavai/riv/wos	000304853800017
issn	0361-0918
number of pages	15 (xsd:int)
http://bibframe.org/vocab/doi	10.1080/03610918.2012.625843
http://localhost/t...ganizacniJednotka	14110

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