{"id":"https://openalex.org/W3217031479","doi":"https://doi.org/10.1155/2021/8551167","title":"Marine Data Prediction: An Evaluation of Machine Learning, Deep Learning, and Statistical Predictive Models","display_name":"Marine Data Prediction: An Evaluation of Machine Learning, Deep Learning, and Statistical Predictive Models","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3217031479","doi":"https://doi.org/10.1155/2021/8551167","mag":"3217031479","pmid":"https://pubmed.ncbi.nlm.nih.gov/35186054"},"language":"en","primary_location":{"id":"doi:10.1155/2021/8551167","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8551167","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8551167.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/8551167.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042270147","display_name":"Ahmed Ali","orcid":"https://orcid.org/0000-0003-2775-4104"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]},{"id":"https://openalex.org/I4210156809","display_name":"Future Academy","ror":"https://ror.org/0570trv98","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210156809"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Ahmed Ali","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","Higher Future Institute for Specialized Technological Studies, Cairo 3044, Egypt","Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942","Higher Future Institute for Specialized Technological Studies, Cairo 3044"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Higher Future Institute for Specialized Technological Studies, Cairo 3044, Egypt","institution_ids":["https://openalex.org/I4210156809"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Higher Future Institute for Specialized Technological Studies, Cairo 3044","institution_ids":["https://openalex.org/I4210156809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025707658","display_name":"Ahmed Fathalla","orcid":"https://orcid.org/0000-0001-5432-5407"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","EG"],"is_corresponding":false,"raw_author_name":"Ahmed Fathalla","raw_affiliation_strings":["College of Information Science and Engineering, Hunan University, Changsha 410082, China","Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt","Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522","College of Information Science and Engineering, Hunan University, Changsha 410082"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hunan University, Changsha 410082, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hunan University, Changsha 410082","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039175317","display_name":"Ahmad Salah","orcid":"https://orcid.org/0000-0003-3433-7640"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ahmad Salah","raw_affiliation_strings":["Faculty of Computers and Informatics, Zagazig University, Sharkeya 44523, Egypt","Faculty of Computers and Informatics, Zagazig University, Sharkeya 44523"],"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Informatics, Zagazig University, Sharkeya 44523, Egypt","institution_ids":["https://openalex.org/I192398990"]},{"raw_affiliation_string":"Faculty of Computers and Informatics, Zagazig University, Sharkeya 44523","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101609362","display_name":"Mahmoud Bekhit","orcid":"https://orcid.org/0000-0002-8115-4233"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mahmoud Bekhit","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt","Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Suez Canal University, Ismailia 41522","institution_ids":["https://openalex.org/I114794399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073879900","display_name":"Esraa Eldesouky","orcid":"https://orcid.org/0000-0002-6519-0963"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]},{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["EG","FR","SA"],"is_corresponding":true,"raw_author_name":"Esraa Eldesouky","raw_affiliation_strings":["Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia 41522, Egypt","Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia 41522","Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia 41522, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Computer Science Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia 41522","institution_ids":["https://openalex.org/I114794399","https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039175317","https://openalex.org/A5073879900","https://openalex.org/A5101609362"],"corresponding_institution_ids":["https://openalex.org/I114794399","https://openalex.org/I142608572","https://openalex.org/I192398990","https://openalex.org/I4210156583"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.2797,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.87321697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":"8551167","last_page":"8551167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9937999844551086,"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"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/machine-learning","display_name":"Machine learning","score":0.7510796785354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7238410711288452},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.6887704133987427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6589974164962769},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5812093019485474},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4755808115005493},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4454449713230133},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43681371212005615}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7510796785354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7238410711288452},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.6887704133987427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6589974164962769},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5812093019485474},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4755808115005493},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4454449713230133},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43681371212005615}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056910","descriptor_name":"Republic of Korea","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056910","descriptor_name":"Republic of Korea","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056910","descriptor_name":"Republic of Korea","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/8551167","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8551167","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8551167.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:35186054","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35186054","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:3200c6a5b8f247b5baa4d3749cb9033e","is_oa":true,"landing_page_url":"https://doaj.org/article/3200c6a5b8f247b5baa4d3749cb9033e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8849809","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8849809","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/8551167","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8551167","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8551167.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.800000011920929,"display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311227","display_name":"Prince Sattam bin Abdulaziz University","ror":"https://ror.org/04jt46d36"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217031479.pdf","grobid_xml":"https://content.openalex.org/works/W3217031479.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1649865121","https://openalex.org/W2001601916","https://openalex.org/W2011301426","https://openalex.org/W2034978228","https://openalex.org/W2043550022","https://openalex.org/W2060364371","https://openalex.org/W2064675550","https://openalex.org/W2074607451","https://openalex.org/W2076118331","https://openalex.org/W2080534936","https://openalex.org/W2095705004","https://openalex.org/W2101234009","https://openalex.org/W2102539288","https://openalex.org/W2117014758","https://openalex.org/W2145856394","https://openalex.org/W2157331557","https://openalex.org/W2181523240","https://openalex.org/W2189149359","https://openalex.org/W2327617216","https://openalex.org/W2342249984","https://openalex.org/W2546433740","https://openalex.org/W2592023122","https://openalex.org/W2619995677","https://openalex.org/W2794209590","https://openalex.org/W2903552223","https://openalex.org/W2910444523","https://openalex.org/W2913617083","https://openalex.org/W2914150517","https://openalex.org/W2935726879","https://openalex.org/W2963098640","https://openalex.org/W2966615870","https://openalex.org/W2968862935","https://openalex.org/W2998869217","https://openalex.org/W3021376482","https://openalex.org/W3035926446","https://openalex.org/W3036754298","https://openalex.org/W3044744503","https://openalex.org/W3046056639","https://openalex.org/W3072469235","https://openalex.org/W3104896896","https://openalex.org/W3111823123","https://openalex.org/W3112439958","https://openalex.org/W3116754792","https://openalex.org/W3119602693","https://openalex.org/W3161753028","https://openalex.org/W3188272681","https://openalex.org/W3198134962","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W2025378473","https://openalex.org/W4375867731","https://openalex.org/W2355801475","https://openalex.org/W4206659427","https://openalex.org/W2170062176","https://openalex.org/W2148135840","https://openalex.org/W106004901","https://openalex.org/W2973622563"],"abstract_inverted_index":{"Nowadays,":[0],"ocean":[1],"observation":[2],"technology":[3],"continues":[4],"to":[5,26,77],"progress,":[6],"resulting":[7],"in":[8,12,60],"a":[9,23,57,61,115,153],"huge":[10],"increase":[11],"marine":[13,43,66,70,80,127],"data":[14,21,34,44],"volume":[15,19],"and":[16,51,69,94,131,142,150,161,195],"dimensionality.":[17],"This":[18,118],"of":[20,63,101,110,124,197],"provides":[22],"golden":[24],"opportunity":[25],"train":[27],"predictive":[28,39,96,170,204],"models,":[29],"as":[30,46],"the":[31,33,36,38,99,102,108,122,129,148,158,182,188,202],"more":[32],"is,":[35],"better":[37],"model":[40,185],"is.":[41],"Predicting":[42],"such":[45,79],"sea":[47],"surface":[48],"temperature":[49],"(SST)":[50],"Significant":[52],"Wave":[53],"Height":[54],"(SWH)":[55],"is":[56],"vital":[58],"task":[59],"variety":[62],"disciplines,":[64],"including":[65],"activities,":[67],"deep-sea,":[68],"biodiversity":[71],"monitoring.":[72],"The":[73],"literature":[74],"has":[75],"efforts":[76,83],"forecast":[78],"data;":[81],"these":[82,111,168,198],"can":[84],"be":[85],"classified":[86],"into":[87],"three":[88,112,169],"classes:":[89],"machine":[90,143,189],"learning,":[91,93,141],"deep":[92,140,183],"statistical":[95,203],"models.":[97],"To":[98],"best":[100],"authors'":[103],"knowledge,":[104],"no":[105],"study":[106],"compared":[107],"performance":[109],"approaches":[113,171,199],"on":[114,121,152,172],"real":[116,154],"dataset.":[117],"paper":[119],"focuses":[120],"prediction":[123],"two":[125],"critical":[126],"features:":[128],"SST":[130,149],"SWH.":[132],"In":[133],"this":[134],"work,":[135],"we":[136,165],"proposed":[137,166],"implementing":[138],"statistical,":[139],"learning":[144,184,190],"models":[145,191],"for":[146,192],"predicting":[147],"SWH":[151],"dataset":[155],"obtained":[156],"from":[157],"Korea":[159],"Hydrographic":[160],"Oceanographic":[162],"Agency.":[163],"Then,":[164],"comparing":[167],"four":[173],"different":[174],"evaluation":[175],"metrics.":[176],"Experimental":[177],"results":[178],"have":[179],"revealed":[180],"that":[181],"slightly":[186],"outperformed":[187,201],"overall":[193],"performance,":[194],"both":[196],"greatly":[200],"model.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":6}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}