{"id":"https://openalex.org/W3013738735","doi":"https://doi.org/10.1007/s00521-020-04845-3","title":"A support vector regression model for the prediction of total polyaromatic hydrocarbons in soil: an artificial intelligent system for mapping environmental pollution","display_name":"A support vector regression model for the prediction of total polyaromatic hydrocarbons in soil: an artificial intelligent system for mapping environmental pollution","publication_year":2020,"publication_date":"2020-03-27","ids":{"openalex":"https://openalex.org/W3013738735","doi":"https://doi.org/10.1007/s00521-020-04845-3","mag":"3013738735"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-04845-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04845-3","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/A5020892122","display_name":"Adeola Akeem Akinpelu","orcid":"https://orcid.org/0000-0002-8019-5535"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]},{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY","SA"],"is_corresponding":true,"raw_author_name":"Adeola A. Akinpelu","raw_affiliation_strings":["Center for Environment and Water, King Fahd University of Petroleum and Minerals, Dhahran, Kingdom of Saudi Arabia","Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Environment and Water, King Fahd University of Petroleum and Minerals, Dhahran, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]},{"raw_affiliation_string":"Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045693431","display_name":"Md. Eaqub Ali","orcid":"https://orcid.org/0000-0002-7384-3936"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Md. Eaqub Ali","raw_affiliation_strings":["Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038097688","display_name":"Taoreed O. Owolabi","orcid":"https://orcid.org/0000-0002-6666-1755"},"institutions":[{"id":"https://openalex.org/I28653996","display_name":"Adekunle Ajasin University","ror":"https://ror.org/04e27p903","country_code":"NG","type":"education","lineage":["https://openalex.org/I28653996"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Taoreed O. Owolabi","raw_affiliation_strings":["Physics and Electronics Department, Adekunle Ajasin University, Akungba Akoko, 342111, Ondo State, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics and Electronics Department, Adekunle Ajasin University, Akungba Akoko, 342111, Ondo State, Nigeria","institution_ids":["https://openalex.org/I28653996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073978627","display_name":"Mohd Rafie Johan","orcid":"https://orcid.org/0000-0003-1133-9977"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd R. Johan","raw_affiliation_strings":["Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":null,"display_name":"R. Saidur","orcid":null},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"R. Saidur","raw_affiliation_strings":["Research Centre for Nano-Materials and Energy Technology (RCNMET), School of Science and Technology, Sunway University, No. 5, Jalan Universiti, Bandar Sunway, 47500, Petaling Jaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre for Nano-Materials and Energy Technology (RCNMET), School of Science and Technology, Sunway University, No. 5, Jalan Universiti, Bandar Sunway, 47500, Petaling Jaya, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009096022","display_name":"Sunday O. Olatunji","orcid":"https://orcid.org/0000-0003-2993-7641"},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sunday O. Olatunji","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002106230","display_name":"Zaira Chowdbury","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zaira Chowdbury","raw_affiliation_strings":["Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Catalysis Research Center, University of Malaya, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020892122"],"corresponding_institution_ids":["https://openalex.org/I134085113","https://openalex.org/I33849332"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.527,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94460245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"32","issue":"18","first_page":"14899","last_page":"14908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9623000025749207,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7193106412887573},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6148331165313721},{"id":"https://openalex.org/keywords/environmental-pollution","display_name":"Environmental pollution","score":0.5725383758544922},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.5347892642021179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4970574676990509},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4970555603504181},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.461515873670578},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.44555357098579407},{"id":"https://openalex.org/keywords/pollution","display_name":"Pollution","score":0.4275262653827667},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4016323685646057},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3394456207752228},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.33597585558891296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2969377040863037},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11319977045059204},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09766411781311035}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7193106412887573},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6148331165313721},{"id":"https://openalex.org/C2909468537","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Environmental pollution","level":2,"score":0.5725383758544922},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.5347892642021179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4970574676990509},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4970555603504181},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.461515873670578},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.44555357098579407},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.4275262653827667},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4016323685646057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3394456207752228},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.33597585558891296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2969377040863037},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11319977045059204},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09766411781311035},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-04845-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04845-3","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W46785852","https://openalex.org/W240279476","https://openalex.org/W1970157543","https://openalex.org/W1971267080","https://openalex.org/W1985783276","https://openalex.org/W1988634159","https://openalex.org/W1994624373","https://openalex.org/W1997690430","https://openalex.org/W2003293033","https://openalex.org/W2010543673","https://openalex.org/W2031388277","https://openalex.org/W2041956233","https://openalex.org/W2049508455","https://openalex.org/W2051791536","https://openalex.org/W2056730083","https://openalex.org/W2059468946","https://openalex.org/W2060092447","https://openalex.org/W2098324459","https://openalex.org/W2156909104","https://openalex.org/W2268859841","https://openalex.org/W2283269332","https://openalex.org/W2283895674","https://openalex.org/W2328851128","https://openalex.org/W2346757497","https://openalex.org/W2551032648","https://openalex.org/W2575970741","https://openalex.org/W2593391118","https://openalex.org/W2615638534","https://openalex.org/W2735999701","https://openalex.org/W2800501027","https://openalex.org/W2903306157","https://openalex.org/W2904250082","https://openalex.org/W2919292258","https://openalex.org/W2955502154","https://openalex.org/W2964914086","https://openalex.org/W4206686222","https://openalex.org/W4250503569","https://openalex.org/W6855713921"],"related_works":["https://openalex.org/W4382982879","https://openalex.org/W4311044000","https://openalex.org/W2659933339","https://openalex.org/W2364784002","https://openalex.org/W2755828367","https://openalex.org/W4383721055","https://openalex.org/W2909099826","https://openalex.org/W4214620440","https://openalex.org/W4309845446","https://openalex.org/W3212595790"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}