{"id":"https://openalex.org/W2796194776","doi":"https://doi.org/10.1007/s00521-018-3471-8","title":"Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets","display_name":"Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets","publication_year":2018,"publication_date":"2018-04-03","ids":{"openalex":"https://openalex.org/W2796194776","doi":"https://doi.org/10.1007/s00521-018-3471-8","mag":"2796194776"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-018-3471-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3471-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5058883368","display_name":"Kemal Polat","orcid":"https://orcid.org/0000-0003-1840-9958"},"institutions":[{"id":"https://openalex.org/I76973811","display_name":"Bolu Abant \u0130zzet Baysal University","ror":"https://ror.org/01x1kqx83","country_code":"TR","type":"education","lineage":["https://openalex.org/I76973811"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Kemal Polat","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Abant Izzet Baysal University, 14280, Bolu, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Abant Izzet Baysal University, 14280, Bolu, Turkey","institution_ids":["https://openalex.org/I76973811"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058883368"],"corresponding_institution_ids":["https://openalex.org/I76973811"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.6745,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97047455,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"3","first_page":"987","last_page":"1013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9973000288009644,"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":0.9973000288009644,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9812999963760376,"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/weighting","display_name":"Weighting","score":0.8091602921485901},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7742356657981873},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6275068521499634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.617401123046875},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6075469851493835},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6025636792182922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5562781095504761},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5526731610298157},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.44073885679244995},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4152616858482361},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08622461557388306},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06418460607528687}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.8091602921485901},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7742356657981873},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6275068521499634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617401123046875},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6075469851493835},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6025636792182922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5562781095504761},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5526731610298157},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.44073885679244995},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4152616858482361},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08622461557388306},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06418460607528687},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-018-3471-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-018-3471-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316},{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1623006543","https://openalex.org/W1664358972","https://openalex.org/W1847847467","https://openalex.org/W1972676371","https://openalex.org/W1986118996","https://openalex.org/W2003048487","https://openalex.org/W2043700555","https://openalex.org/W2064785311","https://openalex.org/W2072184377","https://openalex.org/W2088779313","https://openalex.org/W2106053110","https://openalex.org/W2119821739","https://openalex.org/W2129476886","https://openalex.org/W2158990108","https://openalex.org/W2512345558","https://openalex.org/W2521661011","https://openalex.org/W2585770658","https://openalex.org/W2587488580","https://openalex.org/W2591077684","https://openalex.org/W2911964244","https://openalex.org/W3120740533","https://openalex.org/W4242221364"],"related_works":["https://openalex.org/W4248881655","https://openalex.org/W3092506759","https://openalex.org/W2566086483","https://openalex.org/W4224258099","https://openalex.org/W2132814129","https://openalex.org/W2546959060","https://openalex.org/W3095414514","https://openalex.org/W2107950767","https://openalex.org/W2132602978","https://openalex.org/W2126631032"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}