{"id":"https://openalex.org/W2117489894","doi":"https://doi.org/10.1109/ijcnn.2010.5596346","title":"Asymmetric-margin support vector machines for lung tissue classification","display_name":"Asymmetric-margin support vector machines for lung tissue classification","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2117489894","doi":"https://doi.org/10.1109/ijcnn.2010.5596346","mag":"2117489894"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5007680348","display_name":"Jimison Iavindrasana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Jimison Iavindrasana","raw_affiliation_strings":["Medical informatics, University Hospitals of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Medical informatics, University Hospitals of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043355848","display_name":"Adrien Depeursinge","orcid":"https://orcid.org/0000-0002-2362-0304"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adrien Depeursinge","raw_affiliation_strings":["Medical informatics, University Hospitals of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Medical informatics, University Hospitals of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113556343","display_name":"Gilles Cohen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gilles Cohen","raw_affiliation_strings":["Medical informatics, University Hospitals of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Medical informatics, University Hospitals of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002030006","display_name":"Antoine Geissb\u00fchler","orcid":"https://orcid.org/0000-0001-5039-3373"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antoine Geissbuhler","raw_affiliation_strings":["Medical informatics, University Hospitals of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Medical informatics, University Hospitals of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061961859","display_name":"Henning M\u00fcller","orcid":"https://orcid.org/0000-0001-6800-9878"},"institutions":[{"id":"https://openalex.org/I4210129267","display_name":"HES-SO Valais-Wallis","ror":"https://ror.org/03r5zec51","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210129267"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Henning Muller","raw_affiliation_strings":["HES-SO Valais, Geneva, Switzerland","HES-SO Valais, Sierre, Switzerland"],"affiliations":[{"raw_affiliation_string":"HES-SO Valais, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210129267"]},{"raw_affiliation_string":"HES-SO Valais, Sierre, Switzerland","institution_ids":["https://openalex.org/I4210129267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007680348"],"corresponding_institution_ids":["https://openalex.org/I4210106256"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13643695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9979000091552734,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9847000241279602,"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/T10057","display_name":"Face and Expression Recognition","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8675219416618347},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.7565803527832031},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.73797607421875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5828829407691956},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5790815353393555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5201509594917297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34992659091949463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3273259401321411}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8675219416618347},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7565803527832031},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.73797607421875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5828829407691956},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5790815353393555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5201509594917297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34992659091949463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3273259401321411}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:serval.unil.ch:BIB_2DC627C73F45","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_2DC627C73F45","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323829","display_name":"H\u00f4pitaux Universitaires de Gen\u00e8ve","ror":"https://ror.org/01m1pv723"},{"id":"https://openalex.org/F4320323830","display_name":"Universit\u00e9 de Gen\u00e8ve","ror":"https://ror.org/01swzsf04"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W405632","https://openalex.org/W85350352","https://openalex.org/W1506588750","https://openalex.org/W1540007258","https://openalex.org/W1764201875","https://openalex.org/W1835326614","https://openalex.org/W1941659294","https://openalex.org/W1988032341","https://openalex.org/W1999732502","https://openalex.org/W2012253355","https://openalex.org/W2040260156","https://openalex.org/W2043305993","https://openalex.org/W2064575768","https://openalex.org/W2085206647","https://openalex.org/W2099680562","https://openalex.org/W2100860054","https://openalex.org/W2108862142","https://openalex.org/W2119168155","https://openalex.org/W2132791018","https://openalex.org/W2143708007","https://openalex.org/W2147898188","https://openalex.org/W2148143831","https://openalex.org/W2148603752","https://openalex.org/W2150772522","https://openalex.org/W2154997843","https://openalex.org/W2158001550","https://openalex.org/W2160160686","https://openalex.org/W2166267091","https://openalex.org/W2274692630","https://openalex.org/W2768274553","https://openalex.org/W2979832949","https://openalex.org/W3023895677","https://openalex.org/W6600017900","https://openalex.org/W6603460400","https://openalex.org/W6630208708","https://openalex.org/W6638014290","https://openalex.org/W6679745481","https://openalex.org/W7039344948"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W2379140333","https://openalex.org/W98577079"],"abstract_inverted_index":{"This":[0],"paper":[1],"concerns":[2],"lung":[3],"tissue":[4,78],"classification":[5,26],"using":[6,35],"asymmetric-margin":[7],"support":[8],"vector":[9],"machine":[10],"(ASVM)":[11],"to":[12,71],"handle":[13],"the":[14,17,31,39,43,47,54,64,67,72,77,80,86,102,115,118,121],"imbalance":[15],"of":[16,30,38,42,46,66,74,85,111,117],"positive":[18],"and":[19,60],"negative":[20],"classes":[21],"in":[22,79],"a":[23,92,96,106],"one-against-all":[24],"multiclass":[25],"problem.":[27],"The":[28,49,82,99,109],"hyperparameters":[29],"algorithm":[32],"are":[33],"obtained":[34,104,123],"an":[36],"optimization":[37],"upper":[40],"bound":[41],"leave-one-out":[44],"error":[45],"ASVM.":[48,125],"ASVM":[50,87,100],"is":[51,69],"applied":[52],"on":[53],"dataset":[55],"with":[56,91,95,105,124],"its":[57],"original":[58],"distribution":[59],"oversampled":[61],"so":[62],"that":[63],"ratio":[65],"examples":[68],"equal":[70],"prevalence":[73,116],"patients":[75,119],"having":[76],"database.":[81],"two":[83],"versions":[84],"models":[88],"were":[89],"compared":[90],"model":[93],"build":[94],"conventional":[97,107],"SVM.":[98,108],"improved":[101,120],"results":[103,122],"incorporation":[110],"prior":[112],"knowledge":[113],"concerning":[114]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
