{"id":"https://openalex.org/W4388860906","doi":"https://doi.org/10.5220/0012208300003598","title":"Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets","display_name":"Comparing Ensemble and Single Classifiers Using KNN Imputation for Incomplete Heart Disease Datasets","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388860906","doi":"https://doi.org/10.5220/0012208300003598"},"language":"en","primary_location":{"id":"doi:10.5220/0012208300003598","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012208300003598","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012208300003598","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093308157","display_name":"Ismail Moatadid","orcid":"https://orcid.org/0009-0004-8010-5570"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Ismail Moatadid","raw_affiliation_strings":["Mohammed VI Polytechnic University, Benguerir, Morocco, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University, Benguerir, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021486420","display_name":"Ibtissam Abnane","orcid":"https://orcid.org/0000-0001-5248-5757"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ibtissam Abnane","raw_affiliation_strings":["Mohammed VI Polytechnic University, Benguerir, Morocco, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University, Benguerir, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000218612","display_name":"Ali Idri","orcid":"https://orcid.org/0000-0002-4586-4158"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ali Idri","raw_affiliation_strings":["Ensias, Mohammed V University, Rabat, Morocco, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Ensias, Mohammed V University, Rabat, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093308157"],"corresponding_institution_ids":["https://openalex.org/I4210131560"],"apc_list":null,"apc_paid":null,"fwci":0.3747,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72609106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8876000046730042,"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":0.8876000046730042,"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/computer-science","display_name":"Computer science","score":0.7263738512992859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.673149049282074},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6632869243621826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5117387771606445},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4254697859287262},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3295941948890686},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.2712332010269165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263738512992859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.673149049282074},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6632869243621826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5117387771606445},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4254697859287262},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3295941948890686},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.2712332010269165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012208300003598","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012208300003598","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012208300003598","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012208300003598","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}