{"id":"https://openalex.org/W7162689136","doi":"https://doi.org/10.1016/j.asoc.2026.115565","title":"A missing multi-dimensional sequence data imputation method based on principal component reconstruction algorithm","display_name":"A missing multi-dimensional sequence data imputation method based on principal component reconstruction algorithm","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7162689136","doi":"https://doi.org/10.1016/j.asoc.2026.115565"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115565","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115565","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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/A5137253967","display_name":"Yan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["National Key Laboratory for Multi-resource Collaborated Green Development of Continental Shale Oil\uff0cNortheast Petroleum University, Daqing, Heilongjiang 163318, China","School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-resource Collaborated Green Development of Continental Shale Oil\uff0cNortheast Petroleum University, Daqing, Heilongjiang 163318, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137273503","display_name":"Feng Tian","orcid":"https://orcid.org/0009-0001-1722-2043"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Tian","raw_affiliation_strings":["Heilongjiang Provincial Key Laboratory of Oil Big Data & Intelligent Analysis, Daqing 163318, China","School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China"],"raw_orcid":"https://orcid.org/0009-0001-1722-2043","affiliations":[{"raw_affiliation_string":"Heilongjiang Provincial Key Laboratory of Oil Big Data & Intelligent Analysis, Daqing 163318, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137247078","display_name":"Zongbao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongbao Liu","raw_affiliation_strings":["National Key Laboratory for Multi-resource Collaborated Green Development of Continental Shale Oil\uff0cNortheast Petroleum University, Daqing, Heilongjiang 163318, China","School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-resource Collaborated Green Development of Continental Shale Oil\uff0cNortheast Petroleum University, Daqing, Heilongjiang 163318, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137206241","display_name":"Fang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Liu","raw_affiliation_strings":["School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103183689","display_name":"Xiaodong Lang","orcid":"https://orcid.org/0009-0004-8720-3157"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuancong Lang","raw_affiliation_strings":["School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Northeast Petroleum University, Daqing 163318, China","institution_ids":["https://openalex.org/I921716337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5137273503"],"corresponding_institution_ids":["https://openalex.org/I921716337"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68585526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"201","issue":null,"first_page":"115565","last_page":"115565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.03880000114440918,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.03880000114440918,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.038100000470876694,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.031700000166893005,"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/missing-data","display_name":"Missing data","score":0.6452000141143799},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6014000177383423},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.5091000199317932},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5062000155448914},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.48030000925064087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6715999841690063},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6452000141143799},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6014000177383423},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5735999941825867},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.5091000199317932},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5062000155448914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4855000078678131},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.48030000925064087},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3928000032901764},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.262800008058548}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115565","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115565","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317595","display_name":"Daqing Science and Technology Bureau","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322217","display_name":"Department of Education, Heilongjiang Province","ror":"https://ror.org/04rn1rm44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W3091383179","https://openalex.org/W4206235427","https://openalex.org/W4282019713","https://openalex.org/W4306916610","https://openalex.org/W4313414211","https://openalex.org/W4378212447","https://openalex.org/W4384561378","https://openalex.org/W4386025626","https://openalex.org/W4387301019","https://openalex.org/W4387729240","https://openalex.org/W4391654132","https://openalex.org/W4392002900","https://openalex.org/W4392563971","https://openalex.org/W4392644475","https://openalex.org/W4396699447","https://openalex.org/W4399013225","https://openalex.org/W4401027746","https://openalex.org/W4401360758","https://openalex.org/W4401538018","https://openalex.org/W4402468479","https://openalex.org/W4402765591","https://openalex.org/W4402785274","https://openalex.org/W4403224894","https://openalex.org/W4403928473","https://openalex.org/W4404895556","https://openalex.org/W4405239912","https://openalex.org/W4406736407","https://openalex.org/W4406856698","https://openalex.org/W4406874958","https://openalex.org/W4408784941","https://openalex.org/W4409074691","https://openalex.org/W4410616534","https://openalex.org/W4415820007","https://openalex.org/W7119526653","https://openalex.org/W7125784977","https://openalex.org/W7128819816"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-02T06:17:35.589633","created_date":"2026-05-29T00:00:00"}
