{"id":"https://openalex.org/W4318465317","doi":"https://doi.org/10.1007/978-3-031-23618-1_5","title":"A Temporal Fusion Transformer for\u00a0Long-Term Explainable Prediction of\u00a0Emergency Department Overcrowding","display_name":"A Temporal Fusion Transformer for\u00a0Long-Term Explainable Prediction of\u00a0Emergency Department Overcrowding","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318465317","doi":"https://doi.org/10.1007/978-3-031-23618-1_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23618-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5015693527","display_name":"Francisco Caldas","orcid":"https://orcid.org/0000-0001-5090-0216"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Francisco M. Caldas","raw_affiliation_strings":["NOVA School of Science and Technology, Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-5090-0216","affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009777388","display_name":"Cl\u00e1udia Soares","orcid":"https://orcid.org/0000-0003-3071-6627"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Cl\u00e1udia Soares","raw_affiliation_strings":["NOVA School of Science and Technology, Caparica, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3071-6627","affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015693527"],"corresponding_institution_ids":["https://openalex.org/I83558840"],"apc_list":null,"apc_paid":null,"fwci":64.6224,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.99916458,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9891999959945679,"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/T14400","display_name":"Medical Coding and Health Information","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overcrowding","display_name":"Overcrowding","score":0.8434276580810547},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.45035088062286377},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.44539549946784973},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.42932072281837463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4246410131454468},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.41941919922828674},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4152846038341522},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3696632385253906},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.3680820167064667},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.36043235659599304},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.3522688150405884},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3195502758026123},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23456519842147827},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20158305764198303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14515262842178345},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11324796080589294},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.11167025566101074}],"concepts":[{"id":"https://openalex.org/C2778872837","wikidata":"https://www.wikidata.org/wiki/Q7113614","display_name":"Overcrowding","level":2,"score":0.8434276580810547},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.45035088062286377},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.44539549946784973},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.42932072281837463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4246410131454468},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.41941919922828674},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4152846038341522},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3696632385253906},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3680820167064667},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.36043235659599304},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.3522688150405884},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3195502758026123},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23456519842147827},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20158305764198303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14515262842178345},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11324796080589294},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11167025566101074},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-23618-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23618-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1973545388","https://openalex.org/W1984633497","https://openalex.org/W1999377414","https://openalex.org/W2000047250","https://openalex.org/W2030448404","https://openalex.org/W2032927332","https://openalex.org/W2037338427","https://openalex.org/W2038804786","https://openalex.org/W2039724220","https://openalex.org/W2042450713","https://openalex.org/W2059445798","https://openalex.org/W2064675550","https://openalex.org/W2095049909","https://openalex.org/W2099691297","https://openalex.org/W2106600183","https://openalex.org/W2143085261","https://openalex.org/W2143649626","https://openalex.org/W2161123687","https://openalex.org/W2168113589","https://openalex.org/W2194775991","https://openalex.org/W2405088219","https://openalex.org/W2417341431","https://openalex.org/W2605920200","https://openalex.org/W2619719375","https://openalex.org/W2768348081","https://openalex.org/W2791592791","https://openalex.org/W2808519342","https://openalex.org/W2921329522","https://openalex.org/W2947186252","https://openalex.org/W2949468773","https://openalex.org/W2963341956","https://openalex.org/W2979826702","https://openalex.org/W3081005673","https://openalex.org/W3089224581","https://openalex.org/W3137881631","https://openalex.org/W3143340484","https://openalex.org/W3171661082","https://openalex.org/W3171884590","https://openalex.org/W4224244590","https://openalex.org/W4241996101","https://openalex.org/W4280556854","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4321054264","https://openalex.org/W4382936642","https://openalex.org/W2031219210","https://openalex.org/W2141668586","https://openalex.org/W3132755233","https://openalex.org/W4253365012","https://openalex.org/W2336075604","https://openalex.org/W2155765253","https://openalex.org/W2092734722","https://openalex.org/W2087024057"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
