{"id":"https://openalex.org/W1996294088","doi":"https://doi.org/10.1109/bmei.2011.6098692","title":"Particle swarm optimization-based support vector regression and Bayesian networks applied to the toxicity of organic compounds to tadpoles (Rana japonica)","display_name":"Particle swarm optimization-based support vector regression and Bayesian networks applied to the toxicity of organic compounds to tadpoles (Rana japonica)","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W1996294088","doi":"https://doi.org/10.1109/bmei.2011.6098692","mag":"1996294088"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2011.6098692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2011.6098692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 4th International Conference on Biomedical Engineering and Informatics (BMEI)","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/A5072565311","display_name":"Qiang Su","orcid":"https://orcid.org/0000-0003-0755-5802"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Su","raw_affiliation_strings":["College of Material Science and Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101967058","display_name":"Wencong Lu","orcid":"https://orcid.org/0000-0001-5361-6122"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen-cong Lu","raw_affiliation_strings":["College of Material Science and Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331710","display_name":"Xu Liu","orcid":"https://orcid.org/0000-0002-8780-5455"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Liu","raw_affiliation_strings":["College of Material Science and Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100876664","display_name":"Tianhong Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian-hong Gu","raw_affiliation_strings":["College of Material Science and Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061571808","display_name":"Bing Niu","orcid":"https://orcid.org/0000-0001-7528-9855"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Niu","raw_affiliation_strings":["College of Life Sciences, Shanghai University, Shanghai, China","College of Life Sciences Shanghai University Shanghai China"],"affiliations":[{"raw_affiliation_string":"College of Life Sciences, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"College of Life Sciences Shanghai University Shanghai China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072565311"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06286206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"2125","last_page":"2129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9894999861717224,"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/T10908","display_name":"Analytical Chemistry and Chromatography","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8354653120040894},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6776288151741028},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.5736581087112427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5336730480194092},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4940643608570099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45948538184165955},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4424000680446625},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4362640976905823},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.41353753209114075},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3910420536994934},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3547884225845337},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3463594913482666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2595388889312744},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1906697154045105},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1891590654850006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15915629267692566}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8354653120040894},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6776288151741028},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.5736581087112427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5336730480194092},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4940643608570099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45948538184165955},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4424000680446625},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4362640976905823},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41353753209114075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3910420536994934},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3547884225845337},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3463594913482666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2595388889312744},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1906697154045105},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1891590654850006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15915629267692566},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2011.6098692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2011.6098692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 4th International Conference on Biomedical Engineering and Informatics (BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W232794376","https://openalex.org/W1965050321","https://openalex.org/W1981547615","https://openalex.org/W1988048090","https://openalex.org/W1991754220","https://openalex.org/W1999292727","https://openalex.org/W2000918679","https://openalex.org/W2002551521","https://openalex.org/W2008375934","https://openalex.org/W2010524461","https://openalex.org/W2027120721","https://openalex.org/W2039787512","https://openalex.org/W2040493745","https://openalex.org/W2040946788","https://openalex.org/W2047575372","https://openalex.org/W2059566833","https://openalex.org/W2062849346","https://openalex.org/W2081849111","https://openalex.org/W2100253497","https://openalex.org/W2155141729","https://openalex.org/W2155925556","https://openalex.org/W2158776864","https://openalex.org/W2164161007","https://openalex.org/W2166596942","https://openalex.org/W3145609257","https://openalex.org/W4238006731","https://openalex.org/W6683381688"],"related_works":["https://openalex.org/W3106461837","https://openalex.org/W4283700523","https://openalex.org/W3168182983","https://openalex.org/W4387079005","https://openalex.org/W4321472004","https://openalex.org/W4221166418","https://openalex.org/W2968265130","https://openalex.org/W3117893869","https://openalex.org/W2295124544","https://openalex.org/W4401858220"],"abstract_inverted_index":{"Particle":[0],"swarm":[1],"optimization":[2,7],"(PSO)":[3],"is":[4,56],"a":[5],"new":[6],"method":[8],"with":[9,78],"strong":[10],"global":[11],"search":[12],"capability.":[13],"In":[14],"present":[15],"work,":[16],"PSO-support":[17],"vector":[18],"regression":[19],"(SVR)":[20],"model":[21,55],"was":[22,38,69,88],"proposed":[23],"to":[24,31,40,71,90],"predict":[25],"the":[26,50,73],"toxicity":[27,76],"of":[28,44,53,61,86],"organic":[29],"compounds":[30],"tadpoles":[32],"(Rana":[33],"japonica),":[34],"in":[35,81],"which":[36],"PSO":[37],"used":[39],"determine":[41],"free":[42],"parameters":[43],"SVR.":[45],"These":[46],"results":[47],"showed":[48],"that":[49],"prediction":[51],"accuracy":[52],"PSO-SVR":[54],"higher":[57],"than":[58],"those":[59],"mode":[60],"MLR":[62],"and":[63],"PLS.":[64],"Moreover,":[65],"Bayesian":[66],"networks":[67],"(BNs)":[68],"adopted":[70],"describe":[72],"relationship":[74],"between":[75],"associated":[77],"molecular":[79],"descriptors":[80],"this":[82],"work.":[83],"The":[84],"result":[85],"BNs":[87],"considered":[89],"be":[91],"reasonable.":[92]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
