{"id":"https://openalex.org/W4408120221","doi":"https://doi.org/10.1145/3704137.3704162","title":"Detecting Cardiovascular Morbidity using MIMIC-III Database: Assessing Three Data Imbalance Handling Techniques","display_name":"Detecting Cardiovascular Morbidity using MIMIC-III Database: Assessing Three Data Imbalance Handling Techniques","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4408120221","doi":"https://doi.org/10.1145/3704137.3704162"},"language":"en","primary_location":{"id":"doi:10.1145/3704137.3704162","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704137.3704162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-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/A5116489218","display_name":"Amina Zahar","orcid":"https://orcid.org/0009-0004-8284-1248"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Amina Zahar","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0004-8284-1248","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116489219","display_name":"Zineb Belkho","orcid":"https://orcid.org/0009-0000-1189-6736"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zineb Belkho","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0000-1189-6736","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116489220","display_name":"Omar El Kalkha","orcid":"https://orcid.org/0009-0004-9527-8749"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Omar El Kalkha","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0004-9527-8749","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045700817","display_name":"Fadoua Khennou","orcid":"https://orcid.org/0000-0003-4972-4299"},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fadoua Khennou","raw_affiliation_strings":["PRIME Lab, Universite de moncton, Moncton, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4972-4299","affiliations":[{"raw_affiliation_string":"PRIME Lab, Universite de moncton, Moncton, Canada","institution_ids":["https://openalex.org/I154799132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025769401","display_name":"Othmane El Meslouhi","orcid":"https://orcid.org/0009-0003-2421-3959"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Othmane El Meslouhi","raw_affiliation_strings":["ENSA Safi, Cadi Ayyad University, Safi, Morocco"],"raw_orcid":"https://orcid.org/0009-0003-2421-3959","affiliations":[{"raw_affiliation_string":"ENSA Safi, Cadi Ayyad University, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3602989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9965000152587891,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7020862102508545},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5435909032821655},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3290899395942688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7020862102508545},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5435909032821655},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3290899395942688}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704137.3704162","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704137.3704162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1754612754","https://openalex.org/W2064186732","https://openalex.org/W2148143831","https://openalex.org/W2295598076","https://openalex.org/W2500522642","https://openalex.org/W2509136010","https://openalex.org/W2739220786","https://openalex.org/W2888213547","https://openalex.org/W2891381594","https://openalex.org/W2949676527","https://openalex.org/W3183198325","https://openalex.org/W3184022450","https://openalex.org/W4210936077","https://openalex.org/W4243367342","https://openalex.org/W4256361765","https://openalex.org/W4382677476","https://openalex.org/W4384925577","https://openalex.org/W4400097578"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}