{"id":"https://openalex.org/W2038466997","doi":"https://doi.org/10.1145/2464576.2464579","title":"Simultaneous gene selection and cancer classification using a hybrid group search optimizer","display_name":"Simultaneous gene selection and cancer classification using a hybrid group search optimizer","publication_year":2013,"publication_date":"2013-07-06","ids":{"openalex":"https://openalex.org/W2038466997","doi":"https://doi.org/10.1145/2464576.2464579","mag":"2038466997"},"language":"en","primary_location":{"id":"doi:10.1145/2464576.2464579","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2464579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5011999605","display_name":"Dattatraya Magatrao","orcid":null},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dattatraya Magatrao","raw_affiliation_strings":["University of Pune, Pune, India, Pune, India","University of Pune, Pune, India, Pune, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pune, Pune, India, Pune, India","institution_ids":["https://openalex.org/I878213199"]},{"raw_affiliation_string":"University of Pune, Pune, India, Pune, India#TAB#","institution_ids":["https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104082506","display_name":"Shameek Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shameek Ghosh","raw_affiliation_strings":["C-DAC, Pune, India, Pune, India","C-DAC, Pune, India, Pune, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC, Pune, India, Pune, India","institution_ids":["https://openalex.org/I1331500379"]},{"raw_affiliation_string":"C-DAC, Pune, India, Pune, India#TAB#","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033381863","display_name":"Jayaraman Valadi","orcid":"https://orcid.org/0000-0003-0185-9039"},"institutions":[{"id":"https://openalex.org/I26604189","display_name":"Shiv Nadar University","ror":"https://ror.org/05aqahr97","country_code":"IN","type":"education","lineage":["https://openalex.org/I26604189"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayaraman Valadi","raw_affiliation_strings":["C-DAC, Pune / Shiv Nadar University, Dadri, UP, Pune/ UP, India","C-DAC, Pune / Shiv Nadar University, Dadri, UP, Pune/ UP, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC, Pune / Shiv Nadar University, Dadri, UP, Pune/ UP, India","institution_ids":["https://openalex.org/I26604189"]},{"raw_affiliation_string":"C-DAC, Pune / Shiv Nadar University, Dadri, UP, Pune/ UP, India#TAB#","institution_ids":["https://openalex.org/I26604189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008986898","display_name":"Patrick Siarry","orcid":"https://orcid.org/0000-0002-5722-4115"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Siarry","raw_affiliation_strings":["Universit\u00e9 Paris-Est Cr\u00e9teil, Val-de-Marne, Cr\u00e9teil, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Est Cr\u00e9teil, Val-de-Marne, Cr\u00e9teil, France","institution_ids":["https://openalex.org/I197681013"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9980999827384949,"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":0.9980999827384949,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.7350813150405884},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6857748031616211},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6676743626594543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6366196274757385},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6192291378974915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5975340008735657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5353401899337769},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3990011215209961},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.20892000198364258},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.12847885489463806},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08908987045288086}],"concepts":[{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.7350813150405884},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6857748031616211},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6676743626594543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6366196274757385},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6192291378974915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5975340008735657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5353401899337769},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3990011215209961},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.20892000198364258},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.12847885489463806},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08908987045288086},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2464576.2464579","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2464576.2464579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W17054689","https://openalex.org/W1988882382","https://openalex.org/W2001577885","https://openalex.org/W2013700000","https://openalex.org/W2111254498","https://openalex.org/W2125281549"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W1995862559","https://openalex.org/W3120424762","https://openalex.org/W4323967384"],"abstract_inverted_index":{"Constructing":[0],"classifier":[1,53],"models":[2],"for":[3],"gene":[4,32],"expression":[5],"datasets":[6],"using":[7],"informative":[8],"features":[9],"enhances":[10],"prediction":[11],"performance":[12],"of":[13],"concerned":[14],"models.":[15],"Here,":[16],"we":[17],"propose":[18],"a":[19],"hybrid":[20],"Group":[21],"Search":[22],"based":[23],"feature":[24],"selection":[25],"(GSO-FS)":[26],"algorithm":[27,48],"which":[28],"can":[29,35],"select":[30],"relevant":[31],"subsets":[33],"that":[34,45],"optimally":[36],"predict":[37],"cancerous":[38],"tissue":[39],"samples.":[40],"Our":[41],"experimental":[42],"results":[43],"show":[44],"the":[46],"GSO-FS":[47],"in":[49],"combination":[50],"with":[51],"SVM":[52],"performs":[54],"quite":[55],"well.":[56]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
