About: Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining Goto Sponge NotDistinct Permalink

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

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05999046
Description	We propose a technique for semi-automatic construction of gene expression data analysis workflows by grammar-like inference based on predefined workflow templates. The templates represent routinely used sequences of procedures such as normalization, data transformation, classifier learning, etc. Variations of such workflows (such as different instantiations to specific algorithms) may entail significant variance in the quality of the analysis results and our formalism enables to automatically explore such variations. Adhering to proven templates helps preserve the sanity of explored workflows and prevents the combinatorial explosion encountered by fully automatic workflow planners. Here we propose the basic principles of template-based workflow construction and demonstrate their working in the publicly available tool XGENE.ORG for multiplatform gene expression analysis. We propose a technique for semi-automatic construction of gene expression data analysis workflows by grammar-like inference based on predefined workflow templates. The templates represent routinely used sequences of procedures such as normalization, data transformation, classifier learning, etc. Variations of such workflows (such as different instantiations to specific algorithms) may entail significant variance in the quality of the analysis results and our formalism enables to automatically explore such variations. Adhering to proven templates helps preserve the sanity of explored workflows and prevents the combinatorial explosion encountered by fully automatic workflow planners. Here we propose the basic principles of template-based workflow construction and demonstrate their working in the publicly available tool XGENE.ORG for multiplatform gene expression analysis. (en)
Title	Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining (en)
skos:prefLabel	Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining (en)
skos:notation	RIV/68407700:21230/11:00189911!RIV12-MSM-21230___
http://linked.open...avai/predkladatel	Fakulta elektrotechnická
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA201/09/1665), P(MEB111005)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Bělohradský, Jiří Železný, Filip Holec, Matěj
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	234618
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/11:00189911
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Workflow Generation; Data Mining (en)
http://linked.open.../riv/klicoveSlovo	Data Mining Workflow Generation
http://linked.open...ontrolniKodProRIV	[8F7E26DAA2D9]
http://linked.open...v/mistoKonaniAkce	Bristol
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	Proceedings of the 24th International Symposium on Computer-Based Medical Systems
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Bridging the gap between system biology and machine learning Data Mining over Distribute Computing
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Bělohradský, Jiří Garino, C. G. Holec, Matěj Monge, D. Železný, Filip
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-06-27 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Institute of Electrical and Electronic Engineers
https://schema.org/isbn	978-1-4577-1190-9
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining Template-Based Semi-Automatic Workflow Construction For Gene Expression Data Mining

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 117 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software