{"id":"https://openalex.org/W2171378253","doi":"https://doi.org/10.1109/isic.2003.1254773","title":"A feature selection method based on minimizing generalization bounds of SVM via GA","display_name":"A feature selection method based on minimizing generalization bounds of SVM via GA","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2171378253","doi":"https://doi.org/10.1109/isic.2003.1254773","mag":"2171378253"},"language":"en","primary_location":{"id":"doi:10.1109/isic.2003.1254773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isic.2003.1254773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2003 IEEE International Symposium on Intelligent Control ISIC-03","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/A5072213170","display_name":"Jianqiang Xu","orcid":"https://orcid.org/0000-0002-1289-5943"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"J.Q. Xu","raw_affiliation_strings":["Center of Mathematics and Physics Teaching, Shanghai Institute of Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Center of Mathematics and Physics Teaching, Shanghai Institute of Technology, Shanghai, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061264426","display_name":"Zhiqiang Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z.D. Yuan","raw_affiliation_strings":["Department of Mathematics, East China Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, East China Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072213170"],"corresponding_institution_ids":["https://openalex.org/I67001856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.15911607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"996","last_page":"999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9948999881744385,"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/T10320","display_name":"Neural Networks and Applications","score":0.986299991607666,"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/generalization","display_name":"Generalization","score":0.8374934792518616},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7160861492156982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7060568332672119},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6593267917633057},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6310471296310425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.569656491279602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.558730959892273},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5396192073822021},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5179589986801147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3622530698776245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35785502195358276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3219253122806549},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1842309832572937}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.8374934792518616},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7160861492156982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7060568332672119},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6593267917633057},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6310471296310425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.569656491279602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.558730959892273},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5396192073822021},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5179589986801147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3622530698776245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35785502195358276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3219253122806549},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1842309832572937},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isic.2003.1254773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isic.2003.1254773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2003 IEEE International Symposium on Intelligent Control ISIC-03","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W187881133","https://openalex.org/W1526103475","https://openalex.org/W1601740268","https://openalex.org/W2004338242","https://openalex.org/W2040884411","https://openalex.org/W2093799708","https://openalex.org/W2539466801","https://openalex.org/W4254721730","https://openalex.org/W6729099120"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2090763504","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W148178222","https://openalex.org/W2113981829","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"A":[0],"method":[1],"based":[2],"on":[3,36],"finding":[4],"those":[5],"features":[6],"which":[7],"minimizing":[8],"a":[9],"kind":[10],"of":[11,14],"generalization":[12],"bounds":[13],"the":[15,41],"SVM":[16],"is":[17,31],"presented.":[18],"The":[19,28],"searching":[20],"can":[21],"be":[22,34],"efficiently":[23],"implemented":[24],"via":[25],"genetic":[26],"algorithm.":[27],"resulting":[29],"algorithm":[30],"shown":[32],"to":[33],"effective":[35],"both":[37],"simulation":[38],"datasets":[39],"and":[40],"real":[42],"cardiac":[43],"pattern":[44],"recognition.":[45]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}