{"id":"https://openalex.org/W4411289059","doi":"https://doi.org/10.1007/s12083-025-02017-5","title":"A privacy-preserving hybrid ensemble classifier using decision tree and na\u00efve bayes approach for federated learning","display_name":"A privacy-preserving hybrid ensemble classifier using decision tree and na\u00efve bayes approach for federated learning","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411289059","doi":"https://doi.org/10.1007/s12083-025-02017-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12083-025-02017-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12083-025-02017-5","pdf_url":null,"source":{"id":"https://openalex.org/S177487720","display_name":"Peer-to-Peer Networking and Applications","issn_l":"1936-6442","issn":["1936-6442","1936-6450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peer-to-Peer Networking 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/A5079831603","display_name":"M Vaishnavi","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vaishnavi M","raw_affiliation_strings":["Department of Computer Science Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, 522502, AP, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, 522502, AP, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026391476","display_name":"Srikanth Vemuru","orcid":"https://orcid.org/0000-0002-0623-9691"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srikanth Vemuru","raw_affiliation_strings":["Department of Computer Science Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, 522502, AP, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, 522502, AP, India","institution_ids":["https://openalex.org/I875944469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079831603"],"corresponding_institution_ids":["https://openalex.org/I875944469"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06745568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9682999849319458,"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":0.935699999332428,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.74805748462677},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7136197090148926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681008517742157},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5587262511253357},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5496396422386169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5401237607002258},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5185473561286926},{"id":"https://openalex.org/keywords/bayes-classifier","display_name":"Bayes classifier","score":0.47412633895874023},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.45212841033935547},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.44058701395988464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38060203194618225},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.18105512857437134},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.09288892149925232}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.74805748462677},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7136197090148926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681008517742157},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5587262511253357},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5496396422386169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5401237607002258},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5185473561286926},{"id":"https://openalex.org/C185207860","wikidata":"https://www.wikidata.org/wiki/Q17004744","display_name":"Bayes classifier","level":4,"score":0.47412633895874023},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.45212841033935547},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.44058701395988464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38060203194618225},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.18105512857437134},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.09288892149925232}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12083-025-02017-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12083-025-02017-5","pdf_url":null,"source":{"id":"https://openalex.org/S177487720","display_name":"Peer-to-Peer Networking and Applications","issn_l":"1936-6442","issn":["1936-6442","1936-6450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peer-to-Peer Networking and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1598333443","https://openalex.org/W2035035907","https://openalex.org/W2089367555","https://openalex.org/W2104334039","https://openalex.org/W2119387367","https://openalex.org/W2167101736","https://openalex.org/W2250086655","https://openalex.org/W2470233764","https://openalex.org/W2560649920","https://openalex.org/W2783522756","https://openalex.org/W2784987599","https://openalex.org/W2897620540","https://openalex.org/W2911627187","https://openalex.org/W2913555801","https://openalex.org/W2995022099","https://openalex.org/W2997830306","https://openalex.org/W3012501605","https://openalex.org/W3086590218","https://openalex.org/W3092958026","https://openalex.org/W3100779497","https://openalex.org/W3169231731","https://openalex.org/W3173756235","https://openalex.org/W4236765470","https://openalex.org/W4241533337","https://openalex.org/W4362571234","https://openalex.org/W4382447796","https://openalex.org/W4394841935","https://openalex.org/W4399180739","https://openalex.org/W4402446139","https://openalex.org/W6926350982"],"related_works":["https://openalex.org/W2374047926","https://openalex.org/W2057359786","https://openalex.org/W2394466068","https://openalex.org/W2381401419","https://openalex.org/W2383501440","https://openalex.org/W2417174640","https://openalex.org/W4312866165","https://openalex.org/W145653800","https://openalex.org/W2957157835","https://openalex.org/W4224943655"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
