{"id":"https://openalex.org/W4407565436","doi":"https://doi.org/10.1007/s13042-025-02559-3","title":"MSACN-LSTM: A multivariate time series prediction hybrid network model for extracting spatial features at multiple time scales","display_name":"MSACN-LSTM: A multivariate time series prediction hybrid network model for extracting spatial features at multiple time scales","publication_year":2025,"publication_date":"2025-02-14","ids":{"openalex":"https://openalex.org/W4407565436","doi":"https://doi.org/10.1007/s13042-025-02559-3"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02559-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02559-3","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5009000167","display_name":"Chuxin Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuxin Cao","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026669797","display_name":"Man Wu","orcid":"https://orcid.org/0000-0002-8459-2028"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Wu","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037356585","display_name":"Zhizhe Lin","orcid":"https://orcid.org/0000-0002-0088-7241"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhizhe Lin","raw_affiliation_strings":["School of Information and Communication Engineering, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102770808","display_name":"Jianhong Huang","orcid":"https://orcid.org/0009-0007-9321-9210"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhong Huang","raw_affiliation_strings":["School of International Tourism and Public Administration, Hainan University, 58 People\u2019s Avenue, Haikou, 5570228, China","School of International Tourism and Public Administration, Hainan University, 58 People's Avenue, Haikou, 5570228, China"],"affiliations":[{"raw_affiliation_string":"School of International Tourism and Public Administration, Hainan University, 58 People\u2019s Avenue, Haikou, 5570228, China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of International Tourism and Public Administration, Hainan University, 58 People's Avenue, Haikou, 5570228, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102770808"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":3.2552,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89728337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"16","issue":"7-8","first_page":"5053","last_page":"5077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9793999791145325,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9476000070571899,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.7926462888717651},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7064341306686401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6685018539428711},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.642866313457489},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6085238456726074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5823984742164612},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4893779158592224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44251370429992676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3791760802268982},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.05639755725860596}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7926462888717651},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7064341306686401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6685018539428711},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.642866313457489},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6085238456726074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5823984742164612},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4893779158592224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44251370429992676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3791760802268982},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05639755725860596},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02559-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02559-3","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W977807926","https://openalex.org/W1989137448","https://openalex.org/W2002841906","https://openalex.org/W2064675550","https://openalex.org/W2076170369","https://openalex.org/W2080614264","https://openalex.org/W2110485445","https://openalex.org/W2172064003","https://openalex.org/W2550143307","https://openalex.org/W2585502432","https://openalex.org/W2613328025","https://openalex.org/W2752782242","https://openalex.org/W2890096158","https://openalex.org/W2912731314","https://openalex.org/W2913968392","https://openalex.org/W2949449669","https://openalex.org/W2950075624","https://openalex.org/W2962790412","https://openalex.org/W2972972033","https://openalex.org/W2986815055","https://openalex.org/W3000499162","https://openalex.org/W3008140252","https://openalex.org/W3089838203","https://openalex.org/W3104510457","https://openalex.org/W3111507638","https://openalex.org/W3125658501","https://openalex.org/W3208196388","https://openalex.org/W4205137583","https://openalex.org/W4206080183","https://openalex.org/W4211029659","https://openalex.org/W4212903198","https://openalex.org/W4220914098","https://openalex.org/W4225494949","https://openalex.org/W4246587917","https://openalex.org/W4284671571","https://openalex.org/W4289752563","https://openalex.org/W4294564724","https://openalex.org/W4297813700","https://openalex.org/W4385245566","https://openalex.org/W4389724678","https://openalex.org/W4391236719","https://openalex.org/W4402895021","https://openalex.org/W6603242443"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W1991765889","https://openalex.org/W1990068454","https://openalex.org/W2472172556","https://openalex.org/W1919101720","https://openalex.org/W1570805059","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}