{"id":"https://openalex.org/W4206826063","doi":"https://doi.org/10.1007/s00521-021-06435-3","title":"A novel hybrid approach of ABC with SCA for the parameter optimization of SVR in blind image quality assessment","display_name":"A novel hybrid approach of ABC with SCA for the parameter optimization of SVR in blind image quality assessment","publication_year":2022,"publication_date":"2022-01-12","ids":{"openalex":"https://openalex.org/W4206826063","doi":"https://doi.org/10.1007/s00521-021-06435-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06435-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06435-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5100665304","display_name":"Chunquan Li","orcid":"https://orcid.org/0000-0002-5493-6379"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]},{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CA","CN"],"is_corresponding":true,"raw_author_name":"Chunquan Li","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada","School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103056092","display_name":"Yonghua He","orcid":"https://orcid.org/0009-0003-4012-0568"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghua He","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102441244","display_name":"Xiao Dian","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dian Xiao","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066766816","display_name":"Zu Luo","orcid":"https://orcid.org/0000-0001-8931-9023"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zu Luo","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102833310","display_name":"Jinghui Fan","orcid":"https://orcid.org/0000-0002-8243-5731"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghui Fan","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100659849","display_name":"Peter Liu","orcid":"https://orcid.org/0000-0002-8703-6967"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter X. Liu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100665304"],"corresponding_institution_ids":["https://openalex.org/I141649914","https://openalex.org/I67031392"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8122,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7175067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"34","issue":"6","first_page":"4165","last_page":"4191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9905999898910522,"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":0.7023049592971802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6332729458808899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5924372673034668},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.5178709030151367},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47749751806259155},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46151185035705566},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4537979066371918},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45219218730926514},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4130595326423645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40076953172683716},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2548733651638031}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7023049592971802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6332729458808899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5924372673034668},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.5178709030151367},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47749751806259155},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46151185035705566},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4537979066371918},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45219218730926514},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4130595326423645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40076953172683716},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2548733651638031},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/s00521-021-06435-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06435-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1753571135","display_name":null,"funder_award_id":"GJJ14228","funder_id":"https://openalex.org/F4320325626","funder_display_name":"Education Department of Jiangxi Province"},{"id":"https://openalex.org/G2285552449","display_name":null,"funder_award_id":"61863028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2999409449","display_name":null,"funder_award_id":"20171BBE50071","funder_id":"https://openalex.org/F4320326696","funder_display_name":"Jiangxi Provincial Department of Science and Technology"},{"id":"https://openalex.org/G4017912079","display_name":null,"funder_award_id":"81660299","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4128029056","display_name":null,"funder_award_id":"CSC No. 201606825041","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G726911477","display_name":null,"funder_award_id":"GJJ150197","funder_id":"https://openalex.org/F4320325626","funder_display_name":"Education Department of Jiangxi Province"},{"id":"https://openalex.org/G7854975833","display_name":null,"funder_award_id":"61503177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7942464932","display_name":null,"funder_award_id":"20161ACB21007","funder_id":"https://openalex.org/F4320326696","funder_display_name":"Jiangxi Provincial Department of Science and Technology"},{"id":"https://openalex.org/G892375260","display_name":null,"funder_award_id":"20171BAB202033","funder_id":"https://openalex.org/F4320326696","funder_display_name":"Jiangxi Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320326696","display_name":"Jiangxi Provincial Department of Science and Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1971155098","https://openalex.org/W1974013408","https://openalex.org/W1977246677","https://openalex.org/W1977725648","https://openalex.org/W1982471090","https://openalex.org/W2009272644","https://openalex.org/W2029748544","https://openalex.org/W2046119925","https://openalex.org/W2058443055","https://openalex.org/W2063360098","https://openalex.org/W2076256832","https://openalex.org/W2080369988","https://openalex.org/W2082988498","https://openalex.org/W2089190525","https://openalex.org/W2097415537","https://openalex.org/W2102166818","https://openalex.org/W2114582993","https://openalex.org/W2125312659","https://openalex.org/W2129644086","https://openalex.org/W2133665775","https://openalex.org/W2143560894","https://openalex.org/W2151203917","https://openalex.org/W2153635508","https://openalex.org/W2161920802","https://openalex.org/W2162692770","https://openalex.org/W2165299997","https://openalex.org/W2165398944","https://openalex.org/W2206990974","https://openalex.org/W2232317135","https://openalex.org/W2342861144","https://openalex.org/W2466134622","https://openalex.org/W2472152852","https://openalex.org/W2509409836","https://openalex.org/W2520018542","https://openalex.org/W2531479340","https://openalex.org/W2594112328","https://openalex.org/W2620678416","https://openalex.org/W2746076170","https://openalex.org/W2768340063","https://openalex.org/W2790377046"],"related_works":["https://openalex.org/W2953665647","https://openalex.org/W3169687406","https://openalex.org/W4388119537","https://openalex.org/W4205712847","https://openalex.org/W4281646320","https://openalex.org/W2954882791","https://openalex.org/W3200811867","https://openalex.org/W3128602280","https://openalex.org/W2382436519","https://openalex.org/W4238478255"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}