{"id":"https://openalex.org/W4410616507","doi":"https://doi.org/10.1016/j.ins.2025.122325","title":"Handling unobserved confounding for continuous sequential data via extracting key sub-intervals","display_name":"Handling unobserved confounding for continuous sequential data via extracting key sub-intervals","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410616507","doi":"https://doi.org/10.1016/j.ins.2025.122325"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2025.122325","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2025.122325","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"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":"Information Sciences","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/A5066600204","display_name":"Jingjing Ren","orcid":"https://orcid.org/0009-0001-4712-4137"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianmei Ren","raw_affiliation_strings":["School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0001-4712-4137","affiliations":[{"raw_affiliation_string":"School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654771","display_name":"Tiefeng Ma","orcid":"https://orcid.org/0000-0003-3464-6080"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiefeng Ma","raw_affiliation_strings":["School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-3464-6080","affiliations":[{"raw_affiliation_string":"School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035954014","display_name":"Shuangzhe Liu","orcid":"https://orcid.org/0000-0002-4858-2789"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shuangzhe Liu","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4858-2789","affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066600204"],"corresponding_institution_ids":["https://openalex.org/I204831749"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11071486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"717","issue":null,"first_page":"122325","last_page":"122325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.7526575922966003},{"id":"https://openalex.org/keywords/confounding","display_name":"Confounding","score":0.6273360252380371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6226939558982849},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5166471600532532},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.45312926173210144},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4278852939605713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26802366971969604}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7526575922966003},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.6273360252380371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6226939558982849},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5166471600532532},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.45312926173210144},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4278852939605713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26802366971969604},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2025.122325","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2025.122325","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"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":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320992","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1516921425","https://openalex.org/W1973048907","https://openalex.org/W1996144317","https://openalex.org/W2007221293","https://openalex.org/W2036414171","https://openalex.org/W2047287351","https://openalex.org/W2120390927","https://openalex.org/W2125056386","https://openalex.org/W2143891888","https://openalex.org/W2292685811","https://openalex.org/W2463187590","https://openalex.org/W2515822248","https://openalex.org/W2585502432","https://openalex.org/W2734777338","https://openalex.org/W2791154478","https://openalex.org/W2791281149","https://openalex.org/W2807785433","https://openalex.org/W2937070039","https://openalex.org/W2946653999","https://openalex.org/W2963900505","https://openalex.org/W2969444038","https://openalex.org/W2991199635","https://openalex.org/W3010936584","https://openalex.org/W3017184450","https://openalex.org/W3031678578","https://openalex.org/W3083718207","https://openalex.org/W3098561233","https://openalex.org/W3103275707","https://openalex.org/W3154132877","https://openalex.org/W3158674489","https://openalex.org/W3178883662","https://openalex.org/W3197842609","https://openalex.org/W3206740719","https://openalex.org/W4206992850","https://openalex.org/W4220866734","https://openalex.org/W4226199236","https://openalex.org/W4282978140","https://openalex.org/W4287881176","https://openalex.org/W4308514751","https://openalex.org/W4319016949","https://openalex.org/W4378976800","https://openalex.org/W4384461113","https://openalex.org/W4385582407","https://openalex.org/W4387031738","https://openalex.org/W6630819208","https://openalex.org/W6678540043","https://openalex.org/W6779019920","https://openalex.org/W6794570096","https://openalex.org/W6809968183","https://openalex.org/W6855336052"],"related_works":["https://openalex.org/W2994176440","https://openalex.org/W2510575233","https://openalex.org/W2481749367","https://openalex.org/W830718730","https://openalex.org/W2495367848","https://openalex.org/W2793477322","https://openalex.org/W4236720793","https://openalex.org/W1992228662","https://openalex.org/W4246786946","https://openalex.org/W2503931704"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}