{"id":"https://openalex.org/W3088498436","doi":"https://doi.org/10.1007/978-3-030-59137-3_43","title":"Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets","display_name":"Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3088498436","doi":"https://doi.org/10.1007/978-3-030-59137-3_43","mag":"3088498436"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59137-3_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59137-3_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5017034254","display_name":"Miriam Seoane Santos","orcid":"https://orcid.org/0000-0002-5912-963X"},"institutions":[{"id":"https://openalex.org/I4210111164","display_name":"IPO Porto","ror":"https://ror.org/027ras364","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210111164"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Miriam S. Santos","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","IPO-Porto Research Centre, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"IPO-Porto Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210111164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065859612","display_name":"Pedro Henriques Abreu","orcid":"https://orcid.org/0000-0002-9278-8194"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro H. Abreu","raw_affiliation_strings":["CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"CISUC, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040369618","display_name":"Szymon Wilk","orcid":"https://orcid.org/0000-0002-7807-454X"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Szymon Wilk","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Poznan, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082299802","display_name":"Jo\u00e3o Santos","orcid":"https://orcid.org/0000-0003-2465-5143"},"institutions":[{"id":"https://openalex.org/I4210111164","display_name":"IPO Porto","ror":"https://ror.org/027ras364","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210111164"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Santos","raw_affiliation_strings":["IPO-Porto Research Centre, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"IPO-Porto Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210111164"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017034254"],"corresponding_institution_ids":["https://openalex.org/I4210111164","https://openalex.org/I76903346"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26358025,"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":"486","last_page":"496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980000257492065,"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":0.9980000257492065,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9947999715805054,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.982699990272522,"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/imputation","display_name":"Imputation (statistics)","score":0.8309236764907837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7389096021652222},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.6248849630355835},{"id":"https://openalex.org/keywords/nearest-neighbour","display_name":"Nearest neighbour","score":0.5949592590332031},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5812798738479614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5475677847862244},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41029471158981323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3996928930282593},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.330480694770813},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29065948724746704}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8309236764907837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389096021652222},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6248849630355835},{"id":"https://openalex.org/C2983946233","wikidata":"https://www.wikidata.org/wiki/Q4088109","display_name":"Nearest neighbour","level":2,"score":0.5949592590332031},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5812798738479614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5475677847862244},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41029471158981323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3996928930282593},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.330480694770813},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29065948724746704},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-59137-3_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59137-3_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2005149470","https://openalex.org/W2019547846","https://openalex.org/W2115969689","https://openalex.org/W2125437673","https://openalex.org/W2160604967","https://openalex.org/W2163952039","https://openalex.org/W2230691563","https://openalex.org/W2289723960","https://openalex.org/W2501492680","https://openalex.org/W2510620627","https://openalex.org/W2530103281","https://openalex.org/W2618813671","https://openalex.org/W2790031975","https://openalex.org/W2896236534","https://openalex.org/W2903286730","https://openalex.org/W2908849044","https://openalex.org/W2971967991","https://openalex.org/W2979322016","https://openalex.org/W3030836817","https://openalex.org/W3216626696"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W2055961818","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549"],"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"}
