{"id":"https://openalex.org/W2606260356","doi":"https://doi.org/10.1007/s10462-017-9555-5","title":"Granular support vector machine: a review","display_name":"Granular support vector machine: a review","publication_year":2017,"publication_date":"2017-04-19","ids":{"openalex":"https://openalex.org/W2606260356","doi":"https://doi.org/10.1007/s10462-017-9555-5","mag":"2606260356"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-017-9555-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-017-9555-5","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-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/A5100773706","display_name":"Husheng Guo","orcid":"https://orcid.org/0000-0003-4939-4234"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Husheng Guo","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, China","Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773704","display_name":"Wenjian Wang","orcid":"https://orcid.org/0000-0002-8276-3639"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjian Wang","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, China","Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100773704"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":4.8631,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.9438404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"51","issue":"1","first_page":"19","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14392","display_name":"Geoscience and Mining Technology","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T14456","display_name":"Blasting Impact and Analysis","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/statistical-learning-theory","display_name":"Statistical learning theory","score":0.8693230152130127},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.830619752407074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7875878810882568},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7469872236251831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6216005682945251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6036571264266968},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.49683907628059387},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.4702015519142151},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.45560234785079956},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.44981223344802856},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.4396110773086548},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.43623924255371094},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.42565956711769104},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.22968044877052307},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.1536807119846344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1460915207862854}],"concepts":[{"id":"https://openalex.org/C2779915298","wikidata":"https://www.wikidata.org/wiki/Q7604400","display_name":"Statistical learning theory","level":3,"score":0.8693230152130127},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.830619752407074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7875878810882568},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7469872236251831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6216005682945251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6036571264266968},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.49683907628059387},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.4702015519142151},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.45560234785079956},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.44981223344802856},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.4396110773086548},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.43623924255371094},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.42565956711769104},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.22968044877052307},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.1536807119846344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1460915207862854},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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:10.1007/s10462-017-9555-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-017-9555-5","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W956965754","https://openalex.org/W1482984115","https://openalex.org/W1512098439","https://openalex.org/W1548911371","https://openalex.org/W1576520375","https://openalex.org/W1604938182","https://openalex.org/W1966907853","https://openalex.org/W1993144775","https://openalex.org/W1995244252","https://openalex.org/W1996770352","https://openalex.org/W1999101396","https://openalex.org/W1999318832","https://openalex.org/W2012331068","https://openalex.org/W2046134594","https://openalex.org/W2075315904","https://openalex.org/W2076080604","https://openalex.org/W2081571709","https://openalex.org/W2083669650","https://openalex.org/W2087607043","https://openalex.org/W2092466978","https://openalex.org/W2096059361","https://openalex.org/W2101778643","https://openalex.org/W2103881565","https://openalex.org/W2106807287","https://openalex.org/W2108997026","https://openalex.org/W2111101775","https://openalex.org/W2114204610","https://openalex.org/W2114335588","https://openalex.org/W2120399005","https://openalex.org/W2124351082","https://openalex.org/W2127303383","https://openalex.org/W2128733372","https://openalex.org/W2133744813","https://openalex.org/W2137664016","https://openalex.org/W2139228999","https://openalex.org/W2145716889","https://openalex.org/W2149365847","https://openalex.org/W2151123178","https://openalex.org/W2154500141","https://openalex.org/W2155319834","https://openalex.org/W2156909104","https://openalex.org/W2157556292","https://openalex.org/W2234293650","https://openalex.org/W2323208691","https://openalex.org/W2336022255","https://openalex.org/W2336679177","https://openalex.org/W2340896621","https://openalex.org/W2368881860","https://openalex.org/W2396679993","https://openalex.org/W2418069695","https://openalex.org/W2464624393","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2356478727","https://openalex.org/W2383448435","https://openalex.org/W2393129636","https://openalex.org/W2349477768","https://openalex.org/W2131042369","https://openalex.org/W2349452475","https://openalex.org/W2528215262","https://openalex.org/W2383131402","https://openalex.org/W2368933322","https://openalex.org/W4291214623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
