{"id":"https://openalex.org/W7119495142","doi":"https://doi.org/10.1007/s13721-025-00715-x","title":"Introducing high performance hybrid multi classification approach for medical data: TWV-KNN algorithm","display_name":"Introducing high performance hybrid multi classification approach for medical data: TWV-KNN algorithm","publication_year":2026,"publication_date":"2026-01-08","ids":{"openalex":"https://openalex.org/W7119495142","doi":"https://doi.org/10.1007/s13721-025-00715-x"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00715-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00715-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","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/A5095706219","display_name":"Shahrzad Pouramirarsalani","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shahrzad Pouramirarsalani","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran"],"raw_orcid":"https://orcid.org/0009-0003-8296-1816","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049747575","display_name":"Somayeh Makouei","orcid":"https://orcid.org/0000-0001-7490-4422"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Somayeh Makouei","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7490-4422","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023119781","display_name":"Karim Abbasian","orcid":"https://orcid.org/0000-0002-7448-0292"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Karim Abbasian","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-7448-0292","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Tabriz, 29 Bahman Boulevard, Tabriz, 51664, East Azerbaijan, Iran","institution_ids":["https://openalex.org/I41832843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049747575"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0555169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.7552000284194946,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.7552000284194946,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.12489999830722809,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.022099999710917473,"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/leverage","display_name":"Leverage (statistics)","score":0.6169999837875366},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5285999774932861},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5139999985694885},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.4708000123500824},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4180999994277954},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.41269999742507935},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4072999954223633},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.38269999623298645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7462000250816345},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6169999837875366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6098999977111816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5715000033378601},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5139999985694885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49380001425743103},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.4708000123500824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44020000100135803},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4180999994277954},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.41269999742507935},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.38269999623298645},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.3264999985694885},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2619999945163727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00715-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00715-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7560408115386963,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G7396696704","display_name":null,"funder_award_id":"S/1767","funder_id":"https://openalex.org/F4320324703","funder_display_name":"University of Tabriz"}],"funders":[{"id":"https://openalex.org/F4320324703","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2015452969","https://openalex.org/W2072825576","https://openalex.org/W2096166399","https://openalex.org/W2617227509","https://openalex.org/W2744032385","https://openalex.org/W2783377699","https://openalex.org/W2794590714","https://openalex.org/W2801966202","https://openalex.org/W2909055311","https://openalex.org/W3017210109","https://openalex.org/W3069933382","https://openalex.org/W3084074548","https://openalex.org/W3087043687","https://openalex.org/W3091883341","https://openalex.org/W3102752725","https://openalex.org/W3153505674","https://openalex.org/W3191231691","https://openalex.org/W4200305492","https://openalex.org/W4212924770","https://openalex.org/W4223918474","https://openalex.org/W4248018214","https://openalex.org/W4281754371","https://openalex.org/W4282006100","https://openalex.org/W4293857795","https://openalex.org/W4309342910","https://openalex.org/W4313891078","https://openalex.org/W4362519866","https://openalex.org/W4367676022","https://openalex.org/W4378389698","https://openalex.org/W4383875329","https://openalex.org/W4388451370","https://openalex.org/W4390776100","https://openalex.org/W4391852777","https://openalex.org/W4393486827","https://openalex.org/W4399748465","https://openalex.org/W6907708432","https://openalex.org/W6926423478","https://openalex.org/W6945095759","https://openalex.org/W6964138771"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-09T23:14:04.187858","created_date":"2026-01-09T00:00:00"}
