About: Ant Inspired Techniques in Textual Information Retrieval from a Hospital Information System

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6089470
Description	In this work we have studied, evaluated and proposed different swarm intelligence techniques for mining information from loosely structured medical textual records with no apriori knowledge. In the paper we depict the process of mining a large dataset of ~50,000-120,000 records x 20 attributes in database tables, originating from the hospital information system (thanks go to the University Hospital in Brno, Czech Republic) recording over 10 years. This paper concerns only textual attributes with free text input, that means 613,000 text fields in 16 attributes. Each attribute item contains ~800-1,500 characters (diagnoses, medications, etc.). The output of this task is a set of ordered/nominal attributes suitable for rule discovery mining and automated processing. In this work we have studied, evaluated and proposed different swarm intelligence techniques for mining information from loosely structured medical textual records with no apriori knowledge. In the paper we depict the process of mining a large dataset of ~50,000-120,000 records x 20 attributes in database tables, originating from the hospital information system (thanks go to the University Hospital in Brno, Czech Republic) recording over 10 years. This paper concerns only textual attributes with free text input, that means 613,000 text fields in 16 attributes. Each attribute item contains ~800-1,500 characters (diagnoses, medications, etc.). The output of this task is a set of ordered/nominal attributes suitable for rule discovery mining and automated processing. (en)
Title	Ant Inspired Techniques in Textual Information Retrieval from a Hospital Information System Ant Inspired Techniques in Textual Information Retrieval from a Hospital Information System (en)
skos:prefLabel	Ant Inspired Techniques in Textual Information Retrieval from a Hospital Information System Ant Inspired Techniques in Textual Information Retrieval from a Hospital Information System (en)
skos:notation	RIV/68407700:21230/11:00186231!RIV12-MZ0-21230___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(NT11124), Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Huptych, Michal Burša, Miroslav Spilka, Jiří Chudáček, Václav Lhotská, Lenka
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	186368
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/11:00186231
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Information Retrieval; Ant Colony; Swarm Intelligence (en)
http://linked.open.../riv/klicoveSlovo	Ant Colony Information Retrieval Swarm Intelligence
http://linked.open...ontrolniKodProRIV	[48DF2D078DC0]
http://linked.open...v/mistoKonaniAkce	Salamanca
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	Proceedings of the 2011 Third World Congress on Nature and Biologically Inspired Computing
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	7 (xsd:int)
http://linked.open...vavai/riv/projekt	Impact of Cardiotocography evaluation by means of artificial inteligence on perinatal care
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Burša, Miroslav Chudáček, Václav Huptych, Michal Huser, M. Janků, P. Lhotská, Lenka Spilka, Jiří
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-10-19 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/NaBIC.2011.6089470
http://purl.org/ne...btex#hasPublisher	IEEE - Systems, Man, and Cybernetics Society
https://schema.org/isbn	978-1-4577-1123-7
http://localhost/t...ganizacniJednotka	21230

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