{"id":"https://openalex.org/W4391541038","doi":"https://doi.org/10.1021/acs.jcim.3c01876","title":"Hybrid Improved Grey Wolf Support Vector Regression Algorithm for Modeling Solubilities of APIs in Pure Ionic Liquids: \u03c3-Profile Descriptors","display_name":"Hybrid Improved Grey Wolf Support Vector Regression Algorithm for Modeling Solubilities of APIs in Pure Ionic Liquids: \u03c3-Profile Descriptors","publication_year":2024,"publication_date":"2024-02-05","ids":{"openalex":"https://openalex.org/W4391541038","doi":"https://doi.org/10.1021/acs.jcim.3c01876","pmid":"https://pubmed.ncbi.nlm.nih.gov/38314703"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.3c01876","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1021/acs.jcim.3c01876","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"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 Modeling","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/A5009148275","display_name":"Imane Euldji","orcid":"https://orcid.org/0000-0002-8025-4996"},"institutions":[{"id":"https://openalex.org/I4210128965","display_name":"University Yahia Fares of Medea","ror":"https://ror.org/02e2yc259","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210128965"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Imane Euldji","raw_affiliation_strings":["Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-8025-4996","affiliations":[{"raw_affiliation_string":"Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria","institution_ids":["https://openalex.org/I4210128965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024343425","display_name":"Widad Benmouloud","orcid":"https://orcid.org/0000-0002-9456-8494"},"institutions":[{"id":"https://openalex.org/I4210128965","display_name":"University Yahia Fares of Medea","ror":"https://ror.org/02e2yc259","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210128965"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Widad Benmouloud","raw_affiliation_strings":["Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria","institution_ids":["https://openalex.org/I4210128965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076126636","display_name":"Kamil Paduszy\u0144ski","orcid":"https://orcid.org/0000-0003-2489-6983"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kamil Paduszy\u0144ski","raw_affiliation_strings":["Department of Physical Chemistry, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Chemistry, Faculty of Chemistry, Warsaw University of Technology, Noakowskiego 3, 00-664 Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084175588","display_name":"Cherif Si\u2010Moussa","orcid":"https://orcid.org/0000-0001-5727-2742"},"institutions":[{"id":"https://openalex.org/I4210128965","display_name":"University Yahia Fares of Medea","ror":"https://ror.org/02e2yc259","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210128965"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ch\u00e9rif Si-Moussa","raw_affiliation_strings":["Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria","institution_ids":["https://openalex.org/I4210128965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046667880","display_name":"Othmane Benkortbi","orcid":"https://orcid.org/0000-0002-1965-7171"},"institutions":[{"id":"https://openalex.org/I4210128965","display_name":"University Yahia Fares of Medea","ror":"https://ror.org/02e2yc259","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210128965"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Othmane Benkortbi","raw_affiliation_strings":["Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Department of Process and Environmental Engineering, Biomaterials and Transport Phenomena Laboratory (LBMPT), University of Yahia Fares, Medea 26000, Algeria","institution_ids":["https://openalex.org/I4210128965"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009148275"],"corresponding_institution_ids":["https://openalex.org/I4210128965"],"apc_list":null,"apc_paid":null,"fwci":0.0873,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27072896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"64","issue":"4","first_page":"1361","last_page":"1376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10480","display_name":"Ionic liquids properties and applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10480","display_name":"Ionic liquids properties and applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10908","display_name":"Analytical Chemistry and Chromatography","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T11881","display_name":"Crystallization and Solubility Studies","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6848803758621216},{"id":"https://openalex.org/keywords/solubility","display_name":"Solubility","score":0.5485780835151672},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5026917457580566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4672054648399353},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.440992534160614},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.43089932203292847},{"id":"https://openalex.org/keywords/molecular-descriptor","display_name":"Molecular descriptor","score":0.4307028651237488},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.428438663482666},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4200117290019989},{"id":"https://openalex.org/keywords/quantitative-structure\u2013activity-relationship","display_name":"Quantitative structure\u2013activity relationship","score":0.37812289595603943},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.3726213574409485},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3661500811576843},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35636836290359497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32038384675979614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27154532074928284},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25556930899620056},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19162032008171082},{"id":"https://openalex.org/keywords/physical-chemistry","display_name":"Physical chemistry","score":0.14345782995224},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11356812715530396}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6848803758621216},{"id":"https://openalex.org/C155574463","wikidata":"https://www.wikidata.org/wiki/Q170731","display_name":"Solubility","level":2,"score":0.5485780835151672},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5026917457580566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4672054648399353},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.440992534160614},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.43089932203292847},{"id":"https://openalex.org/C164923092","wikidata":"https://www.wikidata.org/wiki/Q3705921","display_name":"Molecular descriptor","level":3,"score":0.4307028651237488},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.428438663482666},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4200117290019989},{"id":"https://openalex.org/C164126121","wikidata":"https://www.wikidata.org/wiki/Q766383","display_name":"Quantitative structure\u2013activity relationship","level":2,"score":0.37812289595603943},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3726213574409485},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3661500811576843},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35636836290359497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32038384675979614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27154532074928284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25556930899620056},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19162032008171082},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.14345782995224},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11356812715530396},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000838","descriptor_name":"Anions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000838","descriptor_name":"Anions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000838","descriptor_name":"Anions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000838","descriptor_name":"Anions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002412","descriptor_name":"Cations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002412","descriptor_name":"Cations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002412","descriptor_name":"Cations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002412","descriptor_name":"Cations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012995","descriptor_name":"Solubility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012995","descriptor_name":"Solubility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012995","descriptor_name":"Solubility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012995","descriptor_name":"Solubility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019596","descriptor_name":"Wolves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019596","descriptor_name":"Wolves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019596","descriptor_name":"Wolves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019596","descriptor_name":"Wolves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D052578","descriptor_name":"Ionic Liquids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D052578","descriptor_name":"Ionic Liquids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D052578","descriptor_name":"Ionic Liquids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D052578","descriptor_name":"Ionic Liquids","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1021/acs.jcim.3c01876","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1021/acs.jcim.3c01876","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"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 Modeling","raw_type":"journal-article"},{"id":"pmid:38314703","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38314703","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 modeling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3559550170","display_name":null,"funder_award_id":"A16N01UN260120220003","funder_id":"https://openalex.org/F4320321424","funder_display_name":"Minist\u00e8re de l'Enseignement Sup\u00e9rieur et de la Recherche Scientifique"}],"funders":[{"id":"https://openalex.org/F4320321424","display_name":"Minist\u00e8re de l'Enseignement Sup\u00e9rieur et de la Recherche Scientifique","ror":"https://ror.org/01ejfgc23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W883434633","https://openalex.org/W1195955210","https://openalex.org/W1563689801","https://openalex.org/W1976626867","https://openalex.org/W1981554061","https://openalex.org/W1992396375","https://openalex.org/W1997415372","https://openalex.org/W2020355555","https://openalex.org/W2021908094","https://openalex.org/W2031183907","https://openalex.org/W2057119701","https://openalex.org/W2059115408","https://openalex.org/W2065687423","https://openalex.org/W2072398524","https://openalex.org/W2073328513","https://openalex.org/W2087119137","https://openalex.org/W2090752154","https://openalex.org/W2091446695","https://openalex.org/W2095093973","https://openalex.org/W2111054870","https://openalex.org/W2113910773","https://openalex.org/W2122250145","https://openalex.org/W2144149200","https://openalex.org/W2144654387","https://openalex.org/W2151823004","https://openalex.org/W2165359000","https://openalex.org/W2232317135","https://openalex.org/W2314393607","https://openalex.org/W2324401949","https://openalex.org/W2494352163","https://openalex.org/W2503171114","https://openalex.org/W2520468066","https://openalex.org/W2548293741","https://openalex.org/W2557665949","https://openalex.org/W2598953509","https://openalex.org/W2750965727","https://openalex.org/W2792988499","https://openalex.org/W2796697799","https://openalex.org/W2802673321","https://openalex.org/W2891923808","https://openalex.org/W2909763574","https://openalex.org/W2924799484","https://openalex.org/W2963675013","https://openalex.org/W2966229744","https://openalex.org/W2978304192","https://openalex.org/W2988414776","https://openalex.org/W3004120506","https://openalex.org/W3005259891","https://openalex.org/W3007313418","https://openalex.org/W3012306430","https://openalex.org/W3013304730","https://openalex.org/W3021934323","https://openalex.org/W3031598274","https://openalex.org/W3040716731","https://openalex.org/W3044088205","https://openalex.org/W3046653756","https://openalex.org/W3087652231","https://openalex.org/W3095732399","https://openalex.org/W3106489981","https://openalex.org/W3109434334","https://openalex.org/W3138302136","https://openalex.org/W3144365403","https://openalex.org/W3197384835","https://openalex.org/W3217803701","https://openalex.org/W4200315904","https://openalex.org/W4206162311","https://openalex.org/W4213323104","https://openalex.org/W4224984567","https://openalex.org/W4236358891","https://openalex.org/W4306392837","https://openalex.org/W4367672564"],"related_works":["https://openalex.org/W1518515965","https://openalex.org/W3159291941","https://openalex.org/W2063120953","https://openalex.org/W1978931025","https://openalex.org/W3149724803","https://openalex.org/W2753230657","https://openalex.org/W2165637039","https://openalex.org/W2026843845","https://openalex.org/W4379468083","https://openalex.org/W2155827364"],"abstract_inverted_index":{"The":[0,52,140],"objective":[1],"of":[2,10,24,39,42,54,59,121,131,155,159],"this":[3],"study":[4,142],"was":[5,70,94],"to":[6],"model":[7,48,148],"the":[8,22,37,97,127,132,145,150,157],"solubility":[9,158],"active":[11],"pharmaceutical":[12],"ingredients":[13],"(APIs)":[14],"in":[15,153,161],"different":[16,77,107],"ionic":[17],"liquids":[18],"(ILs)":[19],"based":[20,44],"on":[21,45,101],"\u03c3-moments":[23],"cations,":[25,63],"anions,":[26],"and":[27,64,112,124,129,138],"APIs":[28,160],"that":[29,144],"were":[30],"used":[31],"as":[32,72,89,96],"molecular":[33],"descriptors":[34,43],"calculated":[35],"using":[36],"\u03c3-profiles":[38],"three":[40],"categories":[41],"conductor-like":[46],"screening":[47],"for":[49],"real":[50],"solvents.":[51],"database":[53],"83":[55],"API-ILs":[56],"systems":[57],"composed":[58],"14":[60],"APIs,":[61],"12":[62],"7":[65],"anions":[66],"(25":[67],"ILs":[68],"combinations)":[69],"collected":[71],"850":[73],"data":[74],"points":[75],"at":[76],"temperature":[78],"ranges.":[79],"A":[80],"hybrid":[81],"Improved":[82],"Grey":[83],"Wolf":[84],"Support":[85],"vector":[86],"regression,":[87],"abbreviated":[88],"I-GWO-SVR(":[90],"r":[91],"),":[92],"algorithm":[93],"selected":[95],"learning":[98],"method.":[99],"Based":[100],"a":[102],"comprehensive":[103],"comparison":[104],"with":[105],"11":[106],"models,":[108],"various":[109],"statistical":[110],"factors,":[111],"graphical":[113],"analyses,":[114],"including":[115],"an":[116],"external":[117],"validation":[118],"test,":[119],"analysis":[120],"variance":[122],"(ANOVA),":[123],"sensitivity":[125],"analysis,":[126],"capability":[128],"validity":[130],"proposed":[133,146],"approach":[134],"have":[135],"been":[136],"assessed":[137],"verified.":[139],"overall":[141],"confirmed":[143],"new":[147],"provided":[149],"best":[151],"results":[152],"terms":[154],"predicting":[156],"ILs.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
