{"id":"https://openalex.org/W4229459880","doi":"https://doi.org/10.3233/jifs-213137","title":"Pseudo grey metabolic Markov model and its application in urban rainfall prediction","display_name":"Pseudo grey metabolic Markov model and its application in urban rainfall prediction","publication_year":2022,"publication_date":"2022-05-10","ids":{"openalex":"https://openalex.org/W4229459880","doi":"https://doi.org/10.3233/jifs-213137"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-213137","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-213137","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5004313959","display_name":"Dang Luo","orcid":"https://orcid.org/0000-0002-8279-1584"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dang Luo","raw_affiliation_strings":["School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443225","display_name":"Yan Ma","orcid":"https://orcid.org/0000-0001-6605-8983"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Ma","raw_affiliation_strings":["School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100443225"],"corresponding_institution_ids":["https://openalex.org/I198645480"],"apc_list":null,"apc_paid":null,"fwci":0.3273,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59576183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"43","issue":"4","first_page":"4215","last_page":"4225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9276000261306763,"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/computer-science","display_name":"Computer science","score":0.6252099871635437},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5277655124664307},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5197803378105164},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5035831332206726},{"id":"https://openalex.org/keywords/rationality","display_name":"Rationality","score":0.42352601885795593},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.369246244430542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3552098870277405},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3084479570388794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252099871635437},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5277655124664307},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5197803378105164},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5035831332206726},{"id":"https://openalex.org/C201717286","wikidata":"https://www.wikidata.org/wiki/Q938185","display_name":"Rationality","level":2,"score":0.42352601885795593},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.369246244430542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3552098870277405},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3084479570388794},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-213137","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-213137","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1908921387","https://openalex.org/W2095596308","https://openalex.org/W2099310116","https://openalex.org/W2127738675","https://openalex.org/W2153911420","https://openalex.org/W2171095482","https://openalex.org/W2738187647","https://openalex.org/W2789423443","https://openalex.org/W2891248876","https://openalex.org/W3048184323","https://openalex.org/W4232893483"],"related_works":["https://openalex.org/W2084326697","https://openalex.org/W2027903142","https://openalex.org/W2354322608","https://openalex.org/W2186675474","https://openalex.org/W2387462590","https://openalex.org/W2056274461","https://openalex.org/W2077211377","https://openalex.org/W2368739446","https://openalex.org/W2010321967","https://openalex.org/W3023188449"],"abstract_inverted_index":{"Purpose:":[0],"The":[1,97,157,204],"purpose":[2],"of":[3,64,73,103,111,122,131,135,172,182,200,208,218],"this":[4,104,160],"paper":[5,161],"is":[6,106,134],"to":[7,15,47,60,85,148,185],"propose":[8],"a":[9,194],"pseudo-grey":[10,79],"metabolic":[11,80],"grey":[12,114,174,201],"Markov":[13,81,115,175],"model":[14,57,82,105,158,210],"deal":[16],"with":[17,36,70],"the":[18,23,31,37,42,52,61,65,71,74,78,87,92,101,112,120,123,143,168,173,180,198,209,215],"prediction":[19,63,88,94,130,202],"issue":[20],"in":[21,159,188],"which":[22,117],"original":[24,32],"sequences":[25,33],"are":[26,211],"oscillation":[27],"sequences.":[28,68],"Design/methodology/approach:":[29],"First,":[30],"were":[34],"processed":[35],"accelerated":[38],"advection":[39],"transformation":[40,46],"and":[41,90,128,139,145,152,206],"weighted":[43],"mean":[44,53],"generation":[45],"make":[48],"them":[49],"smoother.":[50],"Then,":[51],"GM":[54],"(1,":[55],"1)":[56],"was":[58,83],"applied":[59],"multi-step":[62],"pre-processed":[66],"data":[67,169],"Finally,":[69],"help":[72],"optimal":[75],"partitioning":[76],"method,":[77],"used":[84],"correct":[86],"results":[89,98],"determine":[91],"final":[93],"values.":[95],"Findings:":[96],"demonstrate":[99],"that":[100,110],"accuracy":[102],"significantly":[107],"higher":[108],"than":[109],"traditional":[113],"model,":[116,176],"further":[118],"verifies":[119],"rationality":[121,205],"proposed":[124],"model.":[125],"Therefore,":[126],"scientific":[127],"reasonable":[129],"urban":[132],"rainfall":[133],"great":[136],"theoretical":[137],"significance":[138],"application":[140],"value":[141],"for":[142,167,197],"government":[144],"decision-making":[146],"departments":[147],"formulate":[149],"drought":[150],"prevention":[151],"disaster":[153],"mitigation":[154],"measures.":[155],"Originality/value:":[156],"not":[162],"only":[163],"provides":[164,193],"new":[165],"ideas":[166],"preprocessing":[170],"problem":[171,181],"but":[177],"also":[178],"solves":[179],"errors":[183],"due":[184],"individual":[186],"subjectivity":[187],"state":[189],"interval":[190],"division.":[191],"It":[192],"novel":[195],"idea":[196],"development":[199],"models.":[203],"validity":[207],"illustrated":[212],"by":[213],"taking":[214],"Zhengzhou":[216],"City":[217],"Henan":[219],"Province":[220],"as":[221],"examples.":[222]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
