{"id":"https://openalex.org/W4411299061","doi":"https://doi.org/10.1007/s10115-025-02489-0","title":"Accurate data imputation in healthcare with optimized class thresholds using enhanced firefly algorithm","display_name":"Accurate data imputation in healthcare with optimized class thresholds using enhanced firefly algorithm","publication_year":2025,"publication_date":"2025-06-14","ids":{"openalex":"https://openalex.org/W4411299061","doi":"https://doi.org/10.1007/s10115-025-02489-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-025-02489-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02489-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","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/A5084175485","display_name":"Subhashish Nayak","orcid":"https://orcid.org/0000-0002-6819-4943"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Subhashish Nayak","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Rourkela, Rourkela, 769008, Odisha, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Rourkela, Rourkela, 769008, Odisha, India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000120063","display_name":"Pabitra Mohan Khilar","orcid":"https://orcid.org/0000-0003-1969-2775"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. M. Khilar","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Rourkela, Rourkela, 769008, Odisha, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Rourkela, Rourkela, 769008, Odisha, India","institution_ids":["https://openalex.org/I16292982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084175485"],"corresponding_institution_ids":["https://openalex.org/I16292982"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":16.1971,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98814655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"67","issue":"10","first_page":"8869","last_page":"8900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9886999726295471,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.798545241355896},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.564578652381897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559964120388031},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.5535828471183777},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4601818323135376},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.41242384910583496},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4025815725326538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34913522005081177},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.288942813873291},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2605230212211609}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.798545241355896},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.564578652381897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559964120388031},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.5535828471183777},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4601818323135376},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.41242384910583496},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4025815725326538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34913522005081177},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.288942813873291},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2605230212211609},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.0},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-025-02489-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02489-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1523741643","https://openalex.org/W2096863518","https://openalex.org/W2115098571","https://openalex.org/W2154943049","https://openalex.org/W2165533158","https://openalex.org/W2757870011","https://openalex.org/W2791189374","https://openalex.org/W2891381594","https://openalex.org/W2898623405","https://openalex.org/W2963050660","https://openalex.org/W2991326283","https://openalex.org/W3034856749","https://openalex.org/W3044535332","https://openalex.org/W3120244865","https://openalex.org/W3125450577","https://openalex.org/W3197494818","https://openalex.org/W4200310129","https://openalex.org/W4220968781","https://openalex.org/W4226239514","https://openalex.org/W4244912030","https://openalex.org/W4251514719","https://openalex.org/W4280602418","https://openalex.org/W4287833982","https://openalex.org/W4321788752","https://openalex.org/W4387186407","https://openalex.org/W4388660682","https://openalex.org/W4388914218","https://openalex.org/W4389869307","https://openalex.org/W4390839371","https://openalex.org/W4398204377","https://openalex.org/W4400431367","https://openalex.org/W4401333524","https://openalex.org/W4403290699","https://openalex.org/W4403549006","https://openalex.org/W4405271148","https://openalex.org/W4405734890","https://openalex.org/W4406119643","https://openalex.org/W6670220125","https://openalex.org/W6907522786","https://openalex.org/W6945095759"],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W1599691202","https://openalex.org/W4200439108","https://openalex.org/W2940563633","https://openalex.org/W2490269892","https://openalex.org/W2757862489","https://openalex.org/W2810756170","https://openalex.org/W2411884393","https://openalex.org/W2984874436","https://openalex.org/W2912808862"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
