{"id":"https://openalex.org/W2996123129","doi":"https://doi.org/10.1109/access.2019.2960764","title":"Machine Learning Based Dynamic Correlation on Marine Environmental Data Using Cross-Recurrence Strategy","display_name":"Machine Learning Based Dynamic Correlation on Marine Environmental Data Using Cross-Recurrence Strategy","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2996123129","doi":"https://doi.org/10.1109/access.2019.2960764","mag":"2996123129"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2960764","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960764","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08936944.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08936944.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363805","display_name":"Zhigang Li","orcid":"https://orcid.org/0000-0002-6230-6959"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhigang Li","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108047402","display_name":"Di Cai","orcid":"https://orcid.org/0000-0002-3843-7414"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Cai","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430890","display_name":"Jialin Wang","orcid":"https://orcid.org/0000-0001-5985-9061"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialin Wang","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611343","display_name":"Yingqi Li","orcid":"https://orcid.org/0000-0001-8928-7009"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingqi Li","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062527700","display_name":"Xiaochuan Sun","orcid":"https://orcid.org/0000-0002-5101-5953"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochuan Sun","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387205","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0003-1367-4533"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052729264","display_name":"Jiabo Zhang","orcid":"https://orcid.org/0000-0003-4916-8333"},"institutions":[{"id":"https://openalex.org/I2799486974","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305","country_code":"CN","type":"other","lineage":["https://openalex.org/I2799486974"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabo Zhang","raw_affiliation_strings":["Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China"],"affiliations":[{"raw_affiliation_string":"Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China","institution_ids":["https://openalex.org/I2799486974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011366634","display_name":"Huixin Liu","orcid":"https://orcid.org/0000-0002-0230-6906"},"institutions":[{"id":"https://openalex.org/I2799486974","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305","country_code":"CN","type":"other","lineage":["https://openalex.org/I2799486974"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huixin Liu","raw_affiliation_strings":["Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China"],"affiliations":[{"raw_affiliation_string":"Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China","institution_ids":["https://openalex.org/I2799486974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103622436","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0002-0486-6616"},"institutions":[{"id":"https://openalex.org/I2799486974","display_name":"China Geological Survey","ror":"https://ror.org/04wtq2305","country_code":"CN","type":"other","lineage":["https://openalex.org/I2799486974"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China"],"affiliations":[{"raw_affiliation_string":"Marine Geological Resources Survey Center of Hebei Province, Qinhuangdao, China","institution_ids":["https://openalex.org/I2799486974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100363805"],"corresponding_institution_ids":["https://openalex.org/I137506752"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1277,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.54492184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"185121","last_page":"185130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.979200005531311,"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"}},"topics":[{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.979200005531311,"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"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9495999813079834,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9330999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6938470602035522},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6155232787132263},{"id":"https://openalex.org/keywords/scatter-plot","display_name":"Scatter plot","score":0.6097992062568665},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49262315034866333},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4670471251010895},{"id":"https://openalex.org/keywords/recurrence-quantification-analysis","display_name":"Recurrence quantification analysis","score":0.45322734117507935},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.44486644864082336},{"id":"https://openalex.org/keywords/recurrence-plot","display_name":"Recurrence plot","score":0.4166761040687561},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4118046164512634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38310903310775757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36619633436203003},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09875991940498352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938470602035522},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6155232787132263},{"id":"https://openalex.org/C31462909","wikidata":"https://www.wikidata.org/wiki/Q1045782","display_name":"Scatter plot","level":2,"score":0.6097992062568665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49262315034866333},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4670471251010895},{"id":"https://openalex.org/C43456602","wikidata":"https://www.wikidata.org/wiki/Q7303254","display_name":"Recurrence quantification analysis","level":3,"score":0.45322734117507935},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.44486644864082336},{"id":"https://openalex.org/C173134143","wikidata":"https://www.wikidata.org/wiki/Q2797953","display_name":"Recurrence plot","level":3,"score":0.4166761040687561},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4118046164512634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38310903310775757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36619633436203003},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09875991940498352},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2960764","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960764","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08936944.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fe2b41d8fe7548c7b5418a60cf76ad0c","is_oa":true,"landing_page_url":"https://doaj.org/article/fe2b41d8fe7548c7b5418a60cf76ad0c","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":"IEEE Access, Vol 7, Pp 185121-185130 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2960764","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960764","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08936944.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8299999833106995,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3918379676","display_name":null,"funder_award_id":"F2018209181","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2996123129.pdf","grobid_xml":"https://content.openalex.org/works/W2996123129.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W426013046","https://openalex.org/W635199472","https://openalex.org/W831269995","https://openalex.org/W1948605327","https://openalex.org/W1982904001","https://openalex.org/W2018815836","https://openalex.org/W2021696390","https://openalex.org/W2046255129","https://openalex.org/W2104988920","https://openalex.org/W2143043751","https://openalex.org/W2194100214","https://openalex.org/W2195934234","https://openalex.org/W2283856908","https://openalex.org/W2288766215","https://openalex.org/W2292547831","https://openalex.org/W2325499639","https://openalex.org/W2508531168","https://openalex.org/W2520599589","https://openalex.org/W2594325430","https://openalex.org/W2603922492","https://openalex.org/W2604864721","https://openalex.org/W2614891800","https://openalex.org/W2731024278","https://openalex.org/W2733098428","https://openalex.org/W2768053242","https://openalex.org/W2768255387","https://openalex.org/W2773931999","https://openalex.org/W2806796217","https://openalex.org/W2839844222","https://openalex.org/W2883682926","https://openalex.org/W2886081621","https://openalex.org/W2886951474","https://openalex.org/W2891608113","https://openalex.org/W2911153547","https://openalex.org/W2924595872","https://openalex.org/W2930357448","https://openalex.org/W2942622378","https://openalex.org/W2953596346","https://openalex.org/W2975124241","https://openalex.org/W3124952782"],"related_works":["https://openalex.org/W4385146532","https://openalex.org/W4236831073","https://openalex.org/W2128285247","https://openalex.org/W4309197050","https://openalex.org/W4310481254","https://openalex.org/W2950325250","https://openalex.org/W1870609992","https://openalex.org/W4297688580","https://openalex.org/W3126777441","https://openalex.org/W2102174702"],"abstract_inverted_index":{"As":[0],"a":[1,42,48,78,87],"frequent":[2],"natural":[3],"disaster,":[4],"red":[5,15],"tide":[6,16],"has":[7],"attracted":[8],"more":[9,11],"and":[10,72],"attentions.":[12],"In":[13],"fact,":[14],"results":[17,137,154],"from":[18],"the":[19,34,98,108,121,128,140,146,153,157],"joint":[20],"actions":[21],"of":[22,45,100,133,148,159],"multiple":[23],"complex":[24],"marine":[25,57,84,134,149,163],"environmental":[26,58],"factors.":[27,39,135],"Unfortunately,":[28],"there":[29],"is":[30,54,91,102,120,142],"no":[31],"work":[32],"on":[33],"interaction":[35],"analysis":[36,70,123],"between":[37,161],"these":[38],"To":[40],"inaugurate":[41],"systematic":[43],"research":[44],"this":[46],"area,":[47],"novel":[49],"machine":[50],"learning":[51],"based":[52],"framework":[53,76,124,141],"developed":[55],"for":[56],"series":[59,85],"analysis.":[60,74,167],"It":[61],"combines":[62],"cross":[63,67],"recurrence":[64,68],"plot":[65],"(CRP),":[66],"quantification":[69],"(CRQA)":[71],"statistical":[73],"This":[75,119],"provides":[77],"general":[79],"way":[80],"to":[81,93,126,144],"transform":[82],"two":[83],"into":[86],"high-dimensional":[88],"space.":[89],"CRP":[90],"used":[92],"visualize":[94],"internal":[95],"dynamics,":[96],"while":[97],"influence":[99],"factors":[101,110,164],"quantitatively":[103],"analyzed":[104],"through":[105,165],"CRQA.":[106],"Finally,":[107],"representative":[109],"in":[111,130],"each":[112],"field":[113],"are":[114],"statistically":[115],"determined":[116],"by":[117],"boxplot.":[118],"first":[122],"attempting":[125],"reveal":[127],"similarity":[129,160],"intrinsic":[131],"dynamics":[132],"Experimental":[136],"show":[138],"that":[139],"competent":[143],"perform":[145],"visualization":[147],"time":[150],"series.":[151],"Besides,":[152],"also":[155],"demonstrate":[156],"degree":[158],"different":[162],"quantitative":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}