{"id":"https://openalex.org/W1562365941","doi":"https://doi.org/10.1007/978-3-642-27549-4_43","title":"Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling","display_name":"Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1562365941","doi":"https://doi.org/10.1007/978-3-642-27549-4_43","mag":"1562365941"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-27549-4_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-27549-4_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036920760","display_name":"Stephan Winkler","orcid":"https://orcid.org/0000-0002-5196-4294"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Stephan M. Winkler","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013367027","display_name":"Michael Affenzeller","orcid":"https://orcid.org/0000-0001-5692-5940"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Affenzeller","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019952173","display_name":"Gabriel Kronberger","orcid":"https://orcid.org/0000-0002-3012-3189"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gabriel Kronberger","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004674296","display_name":"Michael Kommenda","orcid":"https://orcid.org/0000-0003-2049-723X"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Kommenda","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015179434","display_name":"\u015etefan Wagner","orcid":"https://orcid.org/0000-0002-0323-9274"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Wagner","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047406029","display_name":"Witold Jacak","orcid":"https://orcid.org/0000-0003-2645-7909"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Witold Jacak","raw_affiliation_strings":["Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Campus Hagenberg Softwarepark 11, 4232, Hagenberg, Austria","institution_ids":[]},{"raw_affiliation_string":"Heuristic and Evolutionary Algorithms Laboratory School of Informatics, Communications and Media, Upper Austrian University of Applied Sciences, Hagenberg, Austria#TAB#","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085035774","display_name":"Herbert Stekel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143831","display_name":"Women's General Hospital","ror":"https://ror.org/03y7h1693","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210143831"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Herbert Stekel","raw_affiliation_strings":["Central Laboratory, General Hospital Linz, Krankenhausstra\u00dfe 9, 4021, Linz, Austria","Central Laboratory, General Hospital Linz, Linz, Austria#TAB#"],"affiliations":[{"raw_affiliation_string":"Central Laboratory, General Hospital Linz, Krankenhausstra\u00dfe 9, 4021, Linz, Austria","institution_ids":["https://openalex.org/I4210143831"]},{"raw_affiliation_string":"Central Laboratory, General Hospital Linz, Linz, Austria#TAB#","institution_ids":["https://openalex.org/I4210143831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5036920760"],"corresponding_institution_ids":["https://openalex.org/I4210136249"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1538,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88787816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"335","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10417","display_name":"Lung Cancer Treatments and Mutations","score":0.9271000027656555,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9082000255584717,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7369962334632874},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6747795939445496},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5702254772186279},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.556027889251709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5198548436164856},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5195770263671875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5183637738227844},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4804129898548126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4713800847530365},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4574512839317322},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43958571553230286},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36004793643951416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369962334632874},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6747795939445496},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5702254772186279},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.556027889251709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5198548436164856},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5195770263671875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5183637738227844},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4804129898548126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4713800847530365},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4574512839317322},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43958571553230286},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36004793643951416},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-27549-4_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-27549-4_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W101445842","https://openalex.org/W119114865","https://openalex.org/W147524268","https://openalex.org/W178056938","https://openalex.org/W1543488019","https://openalex.org/W1680392829","https://openalex.org/W1965324089","https://openalex.org/W2014947083","https://openalex.org/W2031126855","https://openalex.org/W2108899349","https://openalex.org/W2119018997","https://openalex.org/W2120251257","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2208223059","https://openalex.org/W2271358270","https://openalex.org/W2531563875","https://openalex.org/W2799061466","https://openalex.org/W4205687621","https://openalex.org/W4238586295"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4291270682","https://openalex.org/W1560122427","https://openalex.org/W2593449396","https://openalex.org/W2780789525","https://openalex.org/W2787833928"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
