{"id":"https://openalex.org/W7164496360","doi":"https://doi.org/10.1016/j.bspc.2026.110804","title":"IT2-GaussFormer: An interval type-2 Gaussian fuzzy transformer for medical time-series classification","display_name":"IT2-GaussFormer: An interval type-2 Gaussian fuzzy transformer for medical time-series classification","publication_year":2026,"publication_date":"2026-06-12","ids":{"openalex":"https://openalex.org/W7164496360","doi":"https://doi.org/10.1016/j.bspc.2026.110804"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110804","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110804","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","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/A5138546959","display_name":"Cheng Tang","orcid":"https://orcid.org/0009-0009-4783-6132"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Tang","raw_affiliation_strings":["School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China"],"raw_orcid":"https://orcid.org/0009-0009-4783-6132","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China","institution_ids":["https://openalex.org/I56934997","https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138493856","display_name":"Yong-Kang Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong-Kang Tang","raw_affiliation_strings":["School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China","institution_ids":["https://openalex.org/I56934997","https://openalex.org/I198357462"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047946111","display_name":"Hong Mo","orcid":"https://orcid.org/0000-0003-3804-5725"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Mo","raw_affiliation_strings":["School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Changsha University of Science and Technology, No. 960 , Section II, Wan Jiali South Road, Tianxin District, Changsha, Hunan 410114, China","institution_ids":["https://openalex.org/I56934997","https://openalex.org/I198357462"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047946111"],"corresponding_institution_ids":["https://openalex.org/I198357462","https://openalex.org/I56934997"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94808976,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"125","issue":null,"first_page":"110804","last_page":"110804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.296999990940094,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.296999990940094,"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":0.20669999718666077,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.08829999715089798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5719000101089478},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47380000352859497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4706000089645386},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.44339999556541443},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.43290001153945923},{"id":"https://openalex.org/keywords/interval-data","display_name":"Interval data","score":0.38670000433921814}],"concepts":[{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5719000101089478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5443999767303467},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4878000020980835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4794999957084656},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4706000089645386},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.44339999556541443},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.43290001153945923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3984000086784363},{"id":"https://openalex.org/C2983220686","wikidata":"https://www.wikidata.org/wiki/Q951437","display_name":"Interval data","level":3,"score":0.38670000433921814},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.30640000104904175},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3061999976634979},{"id":"https://openalex.org/C191252586","wikidata":"https://www.wikidata.org/wiki/Q1671453","display_name":"Interval arithmetic","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.27250000834465027},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.27090001106262207}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110804","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110804","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.615070104598999,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322924","display_name":"Changsha University of Science\u00a0and\u00a0Technology","ror":"https://ror.org/03yph8055"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1892542784","https://openalex.org/W1973656456","https://openalex.org/W2017144821","https://openalex.org/W2085238338","https://openalex.org/W2102568183","https://openalex.org/W2113651175","https://openalex.org/W2162273778","https://openalex.org/W2741907166","https://openalex.org/W2748902594","https://openalex.org/W2892035503","https://openalex.org/W2902644322","https://openalex.org/W3027572331","https://openalex.org/W3128898807","https://openalex.org/W3177318507","https://openalex.org/W4306964096","https://openalex.org/W4313455531","https://openalex.org/W4365509481","https://openalex.org/W4378528024","https://openalex.org/W4386570719","https://openalex.org/W4386836424","https://openalex.org/W4390946929","https://openalex.org/W4396765624","https://openalex.org/W4405864249","https://openalex.org/W4409347094","https://openalex.org/W4410210153","https://openalex.org/W4410345404","https://openalex.org/W7133218509"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-06-13T00:00:00"}
