{"id":"https://openalex.org/W2904875176","doi":"https://doi.org/10.1177/0734242x18816797","title":"Municipal solid waste higher heating value prediction from ultimate analysis using multiple regression and genetic programming techniques","display_name":"Municipal solid waste higher heating value prediction from ultimate analysis using multiple regression and genetic programming techniques","publication_year":2018,"publication_date":"2018-12-19","ids":{"openalex":"https://openalex.org/W2904875176","doi":"https://doi.org/10.1177/0734242x18816797","mag":"2904875176","pmid":"https://pubmed.ncbi.nlm.nih.gov/30565506"},"language":"en","primary_location":{"id":"doi:10.1177/0734242x18816797","doi":"https://doi.org/10.1177/0734242x18816797","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0734242x18816797","pdf_url":null,"source":{"id":"https://openalex.org/S161551636","display_name":"Waste Management & Research The Journal for a Sustainable Circular Economy","issn_l":"0734-242X","issn":["0734-242X","1096-3669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Waste Management &amp; Research: The Journal for a Sustainable Circular Economy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/0734242X18816797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086969412","display_name":"Imane Boumanchar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Imane Boumanchar","raw_affiliation_strings":["Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco","Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]},{"raw_affiliation_string":"Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008456749","display_name":"Younes Chhiti","orcid":"https://orcid.org/0009-0002-1902-0434","observed_orcids":["https://orcid.org/0009-0002-1902-0434"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Younes Chhiti","raw_affiliation_strings":["Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049001745","display_name":"Fatima E.M. Alaoui","orcid":"https://orcid.org/0000-0001-7443-6796","observed_orcids":["https://orcid.org/0000-0001-7443-6796"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fatima Ezzahrae M\u2019hamdi Alaoui","raw_affiliation_strings":["Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Engineer Laboratory for Energy (LabSIPE), National School of Applied Sciences, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110432159","display_name":"Abdelaziz Sahibed-Dine","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelaziz Sahibed-dine","raw_affiliation_strings":["Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039562689","display_name":"Fouad Bentiss","orcid":"https://orcid.org/0000-0002-0016-422X","observed_orcids":["https://orcid.org/0000-0002-0016-422X"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fouad Bentiss","raw_affiliation_strings":["Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009916238","display_name":"Charafeddine Jama","orcid":"https://orcid.org/0000-0001-5240-7804","observed_orcids":["https://orcid.org/0000-0001-5240-7804"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I137614889","display_name":"\u00c9cole Nationale Sup\u00e9rieure de Chimie de Lille","ror":"https://ror.org/041yg4h55","country_code":"FR","type":"education","lineage":["https://openalex.org/I137614889","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210143235","display_name":"Unit\u00e9 Mat\u00e9riaux et Transformations","ror":"https://ror.org/03q99v794","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210088668","https://openalex.org/I4210128300","https://openalex.org/I4210143235","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charafeddine Jama","raw_affiliation_strings":["Lille University, ENSCL, UMET CNRS UMR 8207, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lille University, ENSCL, UMET CNRS UMR 8207, Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I4210143235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110513360","display_name":"M. Bensitel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Bensitel","raw_affiliation_strings":["Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Catalysis and Corrosion of Materials (LCCM), Chemistry Department, Choua\u00efb Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086969412"],"corresponding_institution_ids":["https://openalex.org/I4210125507"],"apc_list":{"value":4400,"currency":"USD","value_usd":4400},"apc_paid":null,"fwci":3.8137,"has_fulltext":true,"cited_by_count":77,"citation_normalized_percentile":{"value":0.92186408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"37","issue":"6","first_page":"578","last_page":"589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11108","display_name":"Municipal Solid Waste Management","score":0.9028000235557556,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11108","display_name":"Municipal Solid Waste Management","score":0.9028000235557556,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10088","display_name":"Thermochemical Biomass Conversion Processes","score":0.05220000073313713,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12358","display_name":"Thermal and Kinetic Analysis","score":0.006399999838322401,"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/municipal-solid-waste","display_name":"municipal solid waste","score":1.0},{"id":"https://openalex.org/keywords/higher-heating-value","display_name":"higher heating value","score":0.996999979019165},{"id":"https://openalex.org/keywords/calorific-value-prediction","display_name":"calorific value prediction","score":0.8299999833106995},{"id":"https://openalex.org/keywords/elemental-analysis","display_name":"elemental analysis","score":0.9959999918937683},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"genetic programming","score":0.753000020980835},{"id":"https://openalex.org/keywords/multiple-linear-regression","display_name":"multiple linear regression","score":0.9449999928474426},{"id":"https://openalex.org/keywords/waste-to-energy","display_name":"waste-to-energy","score":0.8080000281333923},{"id":"https://openalex.org/keywords/empirical-model","display_name":"empirical model","score":0.6380000114440918},{"id":"https://openalex.org/keywords/oxygen-bomb-calorimetry","display_name":"oxygen bomb calorimetry","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7557052969932556},{"id":"https://openalex.org/C156383657","wikidata":"https://www.wikidata.org/wiki/Q902126","display_name":"Heat of combustion","level":3,"score":0.7272921800613403},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6579117774963379},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6066381931304932},{"id":"https://openalex.org/C75779659","wikidata":"https://www.wikidata.org/wiki/Q18538","display_name":"Municipal solid waste","level":2,"score":0.5613759160041809},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5479006767272949},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.43666285276412964},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.4127904176712036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3994714021682739},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3556896448135376},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3520403504371643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3114583492279053},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.273039311170578},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2310027778148651},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.21285614371299744},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.195108562707901},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11127534508705139},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006361","descriptor_name":"Heating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012037","descriptor_name":"Refuse Disposal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018505","descriptor_name":"Waste Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062611","descriptor_name":"Solid Waste","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1177/0734242x18816797","doi":"https://doi.org/10.1177/0734242x18816797","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0734242x18816797","pdf_url":null,"source":{"id":"https://openalex.org/S161551636","display_name":"Waste Management & Research The Journal for a Sustainable Circular Economy","issn_l":"0734-242X","issn":["0734-242X","1096-3669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Waste Management &amp; Research: The Journal for a Sustainable Circular Economy","raw_type":"journal-article"},{"id":"pmid:30565506","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30565506","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,"listed_in":[],"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":"Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-02922402v1","doi":null,"is_oa":true,"landing_page_url":"https://lilloa.hal.science/hal-02922402","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0734242X18816797","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Waste Management and Research, 2018, Waste Management & Research, 37 (6), pp.578-589. &#x27E8;10.1177/0734242x18816797&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02922402v1","doi":null,"is_oa":true,"landing_page_url":"https://lilloa.hal.science/hal-02922402","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0734242X18816797","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Waste Management and Research, 2018, Waste Management & Research, 37 (6), pp.578-589. &#x27E8;10.1177/0734242x18816797&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.807699978351593},{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5690000057220459}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316137","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2904875176.pdf","grobid_xml":"https://content.openalex.org/works/W2904875176.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W85089311","https://openalex.org/W401196810","https://openalex.org/W645915581","https://openalex.org/W1929227572","https://openalex.org/W1968186331","https://openalex.org/W1972043261","https://openalex.org/W1975962893","https://openalex.org/W1987408846","https://openalex.org/W1998907166","https://openalex.org/W2007702140","https://openalex.org/W2017539052","https://openalex.org/W2019154940","https://openalex.org/W2021415134","https://openalex.org/W2044305467","https://openalex.org/W2049901931","https://openalex.org/W2050867285","https://openalex.org/W2062078920","https://openalex.org/W2065888511","https://openalex.org/W2080743482","https://openalex.org/W2083844484","https://openalex.org/W2088948649","https://openalex.org/W2115075302","https://openalex.org/W2136888045","https://openalex.org/W2295591160","https://openalex.org/W2337013626","https://openalex.org/W2524934692","https://openalex.org/W2552749600","https://openalex.org/W2556872003","https://openalex.org/W2560597017","https://openalex.org/W2617060237","https://openalex.org/W2733956881","https://openalex.org/W2751869454","https://openalex.org/W2787135123","https://openalex.org/W4210424113","https://openalex.org/W4244544383"],"related_works":["https://openalex.org/W3112446971","https://openalex.org/W4225507129","https://openalex.org/W3195408182","https://openalex.org/W2965215169","https://openalex.org/W4297509997","https://openalex.org/W1968334548","https://openalex.org/W2977783280","https://openalex.org/W2080743482","https://openalex.org/W3094936294","https://openalex.org/W2027331022"],"abstract_inverted_index":{"Municipal":[0],"solid":[1],"waste":[2],"(MSW)":[3],"management":[4],"presents":[5],"an":[6,38],"important":[7],"challenge":[8],"for":[9,60],"all":[10],"countries.":[11],"In":[12,30,47],"order":[13],"to":[14,56,95],"exploit":[15],"them":[16],"as":[17],"a":[18,22,101,107],"source":[19],"of":[20,24,52,63,100],"energy,":[21],"knowledge":[23],"their":[25],"calorific":[26],"value":[27,67],"is":[28],"essential.":[29],"fact,":[31],"it":[32],"can":[33],"be":[34],"experimentally":[35],"measured":[36],"by":[37],"oxygen":[39],"bomb":[40],"calorimeter.":[41],"This":[42],"process":[43],"is,":[44],"however,":[45,90],"expensive.":[46],"this":[48,53],"light,":[49],"the":[50,61],"purpose":[51],"paper":[54],"was":[55],"develop":[57],"empirical":[58],"models":[59],"prediction":[62],"MSW":[64],"higher":[65],"heating":[66],"(HHV)":[68],"from":[69],"ultimate":[70],"analysis.":[71],"Two":[72],"methods":[73],"were":[74],"used:":[75],"multiple":[76],"regression":[77],"analysis":[78],"and":[79,106],"genetic":[80],"programming":[81],"formalism.":[82],"Both":[83],"techniques":[84],"gave":[85],"good":[86],"results.":[87],"Genetic":[88],"programming,":[89],"provides":[91],"more":[92],"accuracy":[93],"compared":[94],"published":[96],"works":[97],"in":[98],"terms":[99],"great":[102],"correlation":[103],"coefficient":[104],"(CC)":[105],"low":[108],"root":[109],"mean":[110],"square":[111],"error":[112],"(RMSE).":[113]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-12-22T00:00:00"}
