{"id":"https://openalex.org/W4206156073","doi":"https://doi.org/10.1109/access.2022.3141767","title":"Collaborative Forecasting and Analysis of Fish Catch in Hokkaido From Multiple Scales by Using Neural Network and ARIMA Model","display_name":"Collaborative Forecasting and Analysis of Fish Catch in Hokkaido From Multiple Scales by Using Neural Network and ARIMA Model","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4206156073","doi":"https://doi.org/10.1109/access.2022.3141767"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3141767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09676650.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/ielx7/6287639/9668973/09676650.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049520949","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0003-3958-4798"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3958-4798","affiliations":[{"raw_affiliation_string":"Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108629804","display_name":"Masato Yamamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masato Yamamoto","raw_affiliation_strings":["Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019775014","display_name":"Genki Suzuki","orcid":"https://orcid.org/0000-0003-0881-7544"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Genki Suzuki","raw_affiliation_strings":["Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0881-7544","affiliations":[{"raw_affiliation_string":"Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050505764","display_name":"Hiroyuki Shioya","orcid":"https://orcid.org/0000-0003-1648-7629"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Shioya","raw_affiliation_strings":["Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1648-7629","affiliations":[{"raw_affiliation_string":"Division of Information and Electronic Engineering, Muroran Institute of Technology, Muroran, Japan","institution_ids":["https://openalex.org/I41725924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049520949"],"corresponding_institution_ids":["https://openalex.org/I41725924"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0818,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.73389328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"7823","last_page":"7833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10230","display_name":"Marine and fisheries research","score":0.9545999765396118,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8464418649673462},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.69691401720047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6725270748138428},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5349093079566956},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.48073434829711914},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47132590413093567},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46172231435775757},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42147135734558105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34657996892929077},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.32819753885269165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3230108618736267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2857246994972229},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.21237462759017944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08128005266189575}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8464418649673462},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.69691401720047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6725270748138428},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5349093079566956},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.48073434829711914},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47132590413093567},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46172231435775757},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42147135734558105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34657996892929077},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.32819753885269165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3230108618736267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2857246994972229},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.21237462759017944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08128005266189575},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3141767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09676650.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:5161e3e3191f48638f1e34618bc43b62","is_oa":true,"landing_page_url":"https://doaj.org/article/5161e3e3191f48638f1e34618bc43b62","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 7823-7833 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3141767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09676650.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":0.6399999856948853,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3040200590","display_name":null,"funder_award_id":"16771288","funder_id":"https://openalex.org/F4320325628","funder_display_name":"Ministry of Internal Affairs and Communications"}],"funders":[{"id":"https://openalex.org/F4320325628","display_name":"Ministry of Internal Affairs and Communications","ror":"https://ror.org/00vs1pz50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206156073.pdf","grobid_xml":"https://content.openalex.org/works/W4206156073.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1532044016","https://openalex.org/W1989098521","https://openalex.org/W1998386497","https://openalex.org/W2026257972","https://openalex.org/W2026430219","https://openalex.org/W2048955886","https://openalex.org/W2064675550","https://openalex.org/W2074297507","https://openalex.org/W2121553911","https://openalex.org/W2139290304","https://openalex.org/W2270470215","https://openalex.org/W2295598076","https://openalex.org/W2399733683","https://openalex.org/W2556345765","https://openalex.org/W2583344723","https://openalex.org/W2595984151","https://openalex.org/W2618530766","https://openalex.org/W2765204009","https://openalex.org/W2780186126","https://openalex.org/W2906922093","https://openalex.org/W2980520956","https://openalex.org/W3011785450","https://openalex.org/W3019433526","https://openalex.org/W3047564785","https://openalex.org/W3090714111","https://openalex.org/W3092521816","https://openalex.org/W3112254815","https://openalex.org/W3152478832","https://openalex.org/W4230021424","https://openalex.org/W4253708194","https://openalex.org/W4301459447","https://openalex.org/W6631190155","https://openalex.org/W6694517276","https://openalex.org/W6745609711","https://openalex.org/W6749825310","https://openalex.org/W6769387867"],"related_works":["https://openalex.org/W3175321409","https://openalex.org/W4312561791","https://openalex.org/W2389894046","https://openalex.org/W2215717369","https://openalex.org/W2146461990","https://openalex.org/W4312309719","https://openalex.org/W4391216528","https://openalex.org/W2980748541","https://openalex.org/W4399581288","https://openalex.org/W4313123484"],"abstract_inverted_index":{"Fishery":[0],"catch":[1,33,51,86,99,123,140,159],"forecasting":[2,52,100],"is":[3,75,171],"a":[4,64,69,97,113],"crucial":[5],"aspect":[6],"of":[7,11,63,91,128],"aquatic":[8],"research":[9],"because":[10],"its":[12],"relevance":[13],"to":[14,28,79,116,135,153],"establishing":[15],"effective":[16],"fishery":[17,50,158],"management":[18],"and":[19,30,68,77,101,112,121,156,166],"resource":[20],"allocation":[21],"systems.":[22],"In":[23],"this":[24,44,133],"study,":[25],"we":[26,46,95,131],"aim":[27],"forecast":[29,80,155],"analyze":[31,157],"fish":[32],"by":[34],"collaboratively":[35],"processing":[36],"data":[37,163],"using":[38],"methods":[39,150],"at":[40],"multiple":[41,181],"scales.":[42],"To":[43],"end,":[45],"propose":[47,96],"two":[48],"computational":[49],"models.":[53],"A":[54],"neural":[55,66,73,114],"network":[56,67,74,115],"model":[57,103],"based":[58,160],"on":[59,161],"the":[60,84,88,105,126,137,148,173,177],"multi-timescale":[61],"features":[62],"convolutional":[65],"long":[70],"short-term":[71,81,118],"memory":[72],"proposed":[76,149],"implemented":[78],"measures":[82],"for":[83],"daily":[85],"in":[87,125,141,176],"eastern":[89],"ports":[90],"Hokkaido,":[92],"Japan.":[93],"Similarly,":[94],"long-term":[98,122],"analysis":[102],"combining":[104],"autoregressive":[106],"integrated":[107],"moving":[108],"average":[109],"(ARIMA)":[110],"method":[111,134],"explore":[117],"water":[119],"temperature":[120],"dependence":[124],"case":[127],"sparse":[129],"data;":[130],"implement":[132],"investigate":[136],"total":[138],"monthly":[139],"Hokkaido.":[142],"The":[143],"experimental":[144],"results":[145],"demonstrate":[146],"that":[147,179],"were":[151],"able":[152],"effectively":[154],"different":[162],"scales,":[164],"volumes,":[165],"other":[167],"complex":[168],"situations.":[169],"This":[170],"also":[172],"first":[174],"work":[175],"field":[178],"considers":[180],"perspectives.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}