{"id":"https://openalex.org/W2214886684","doi":"https://doi.org/10.1021/ci049934n","title":"Support Vector Machines-Based Quantitative Structure\u2212Property Relationship for the Prediction of Heat Capacity","display_name":"Support Vector Machines-Based Quantitative Structure\u2212Property Relationship for the Prediction of Heat Capacity","publication_year":2004,"publication_date":"2004-05-13","ids":{"openalex":"https://openalex.org/W2214886684","doi":"https://doi.org/10.1021/ci049934n","mag":"2214886684","pmid":"https://pubmed.ncbi.nlm.nih.gov/15272834"},"language":"en","primary_location":{"id":"doi:10.1021/ci049934n","is_oa":false,"landing_page_url":"https://doi.org/10.1021/ci049934n","pdf_url":null,"source":{"id":"https://openalex.org/S171559003","display_name":"Journal of Chemical Information and Computer Sciences","issn_l":"0095-2338","issn":["0095-2338","1520-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103120040","display_name":"Chunxia Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"C. X. Xue","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088612057","display_name":"Ruisheng Zhang","orcid":"https://orcid.org/0000-0002-6585-2656"},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"R. S. Zhang","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054987508","display_name":"Huanxiang Liu","orcid":"https://orcid.org/0000-0002-9284-3667"},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"H. X. Liu","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064326792","display_name":"M. C. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"M. C. Liu","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000774563","display_name":"Zhide Hu","orcid":"https://orcid.org/0000-0003-3679-4992"},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Z. D. Hu","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111259815","display_name":"B. T. Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I169173203","display_name":"D\u00e9l\u00e9gation Paris 7","ror":"https://ror.org/00bw5n526","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I169173203"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210124942","display_name":"Interfaces Traitements Organisation et Dynamique des Syst\u00e8mes","ror":"https://ror.org/03edms940","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210124942","https://openalex.org/I4210128300"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"B. T. Fan","raw_affiliation_strings":["Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry and Department of Computer Science, Lanzhou University, Lanzhou 730000, China, and Universit\u00e9 Paris 7-Denis Diderot, ITODYS 1, Rue Guy de la Brosse, 75005 Paris, France","institution_ids":["https://openalex.org/I169173203","https://openalex.org/I76214153","https://openalex.org/I4210124942","https://openalex.org/I204730241"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1635,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94253771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"44","issue":"4","first_page":"1267","last_page":"1274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9894999861717224,"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/T10320","display_name":"Neural Networks and Applications","score":0.9894999861717224,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9473999738693237,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/property","display_name":"Property (philosophy)","score":0.7541257739067078},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6311112642288208},{"id":"https://openalex.org/keywords/heat-capacity","display_name":"Heat capacity","score":0.5147197842597961},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.41157686710357666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38344287872314453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3441028594970703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3371202051639557},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.16739457845687866},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09888783097267151},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08749544620513916},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.06827735900878906}],"concepts":[{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.7541257739067078},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6311112642288208},{"id":"https://openalex.org/C60205243","wikidata":"https://www.wikidata.org/wiki/Q179388","display_name":"Heat capacity","level":2,"score":0.5147197842597961},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.41157686710357666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38344287872314453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3441028594970703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3371202051639557},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.16739457845687866},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09888783097267151},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08749544620513916},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.06827735900878906},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1021/ci049934n","is_oa":false,"landing_page_url":"https://doi.org/10.1021/ci049934n","pdf_url":null,"source":{"id":"https://openalex.org/S171559003","display_name":"Journal of Chemical Information and Computer Sciences","issn_l":"0095-2338","issn":["0095-2338","1520-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Computer Sciences","raw_type":"journal-article"},{"id":"pmid:15272834","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/15272834","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of chemical information and computer sciences","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.411.9143","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.411.9143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cbio.ensmp.fr/~jvert/svn/bibli/local/Xue2004Support.pdf","raw_type":"text"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/79026","is_oa":false,"landing_page_url":"http://202.201.7.4:8080/handle/262010/79026","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1530699444","https://openalex.org/W1553407966","https://openalex.org/W1639032689","https://openalex.org/W1964357740","https://openalex.org/W1969973320","https://openalex.org/W1974166884","https://openalex.org/W1979551421","https://openalex.org/W1980739931","https://openalex.org/W2011422283","https://openalex.org/W2015800007","https://openalex.org/W2082087000","https://openalex.org/W2111019371","https://openalex.org/W2116296021","https://openalex.org/W2139212933","https://openalex.org/W2156909104","https://openalex.org/W2168404696","https://openalex.org/W2213591582","https://openalex.org/W2218190766","https://openalex.org/W2219622979","https://openalex.org/W2291125829","https://openalex.org/W3023540311","https://openalex.org/W4302591315"],"related_works":["https://openalex.org/W2985683535","https://openalex.org/W2090763504","https://openalex.org/W3135612302","https://openalex.org/W2036196821","https://openalex.org/W2614521271","https://openalex.org/W2359077080","https://openalex.org/W2063351259","https://openalex.org/W1993394336","https://openalex.org/W2056256947","https://openalex.org/W2162900534"],"abstract_inverted_index":{"The":[0,75,103],"support":[1],"vector":[2],"machine":[3],"(SVM),":[4],"as":[5],"a":[6,20,31],"novel":[7],"type":[8],"of":[9,26,30,34,114,123],"learning":[10],"machine,":[11],"for":[12,83],"the":[13,27,39,44,70,84,111,118,121,124],"first":[14],"time,":[15],"was":[16],"used":[17],"to":[18,60,67],"develop":[19],"Quantitative":[21],"Structure-Property":[22],"Relationship":[23],"(QSPR)":[24],"model":[25],"heat":[28,80,99,115],"capacity":[29,81,100],"diverse":[32],"set":[33,87],"182":[35],"compounds":[36],"based":[37],"on":[38],"molecular":[40],"descriptors":[41],"calculated":[42],"from":[43],"structure":[45],"alone.":[46],"Multiple":[47],"linear":[48,63],"regression":[49],"(MLR)":[50],"and":[51,64,92,97,128],"radial":[52],"basis":[53],"function":[54],"networks":[55],"(RBFNNs)":[56],"were":[57,94],"also":[58],"utilized":[59],"construct":[61],"quantitative":[62],"nonlinear":[65],"models":[66],"compare":[68],"with":[69,110],"results":[71,105,119],"obtained":[72],"by":[73,89],"SVM.":[74],"root-mean-square":[76],"(rms)":[77],"errors":[78],"in":[79,107],"predictions":[82],"whole":[85],"data":[86],"given":[88],"MLR,":[90],"RBFNNs,":[91],"SVM":[93,125],"4.648,":[95],"4.337,":[96],"2.931":[98],"units,":[101],"respectively.":[102],"prediction":[104],"are":[106],"good":[108],"agreement":[109],"experimental":[112],"value":[113],"capacity;":[116],"also,":[117],"reveal":[120],"superiority":[122],"over":[126],"MLR":[127],"RBFNNs":[129],"models.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
