{"id":"https://openalex.org/W3084074548","doi":"https://doi.org/10.1007/s00500-020-05297-6","title":"Naive Bayes: applications, variations and vulnerabilities: a review of literature with code snippets for implementation","display_name":"Naive Bayes: applications, variations and vulnerabilities: a review of literature with code snippets for implementation","publication_year":2020,"publication_date":"2020-09-09","ids":{"openalex":"https://openalex.org/W3084074548","doi":"https://doi.org/10.1007/s00500-020-05297-6","mag":"3084074548"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-05297-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05297-6","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rgu-repository.worktribe.com/output/968439","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026769143","display_name":"Indika Wickramasinghe","orcid":"https://orcid.org/0000-0002-8594-4742"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Indika Wickramasinghe","raw_affiliation_strings":["Department of Mathematics, Prairie View A & M University, Prairie View, USA"],"raw_orcid":"https://orcid.org/0000-0002-8594-4742","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Prairie View A & M University, Prairie View, USA","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005926383","display_name":"Harsha Kalutarage","orcid":"https://orcid.org/0000-0001-6430-9558"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harsha Kalutarage","raw_affiliation_strings":["School of Computing, Robert Gordon University, Aberdeen, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Robert Gordon University, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I522815984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026769143"],"corresponding_institution_ids":["https://openalex.org/I250520410"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":29.1358,"has_fulltext":false,"cited_by_count":336,"citation_normalized_percentile":{"value":0.99883423,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"25","issue":"3","first_page":"2277","last_page":"2293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9883999824523926,"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/computer-science","display_name":"Computer science","score":0.7947382926940918},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7252120971679688},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5870172381401062},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5258556008338928},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.5035330653190613},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4911215007305145},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49058642983436584},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.489406019449234},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4765641987323761},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43700775504112244},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.38812577724456787},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3380647897720337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2669852375984192},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1412842869758606},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.08634120225906372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7947382926940918},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7252120971679688},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5870172381401062},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5258556008338928},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.5035330653190613},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4911215007305145},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49058642983436584},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.489406019449234},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4765641987323761},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43700775504112244},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.38812577724456787},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3380647897720337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2669852375984192},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1412842869758606},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.08634120225906372},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-020-05297-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05297-6","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:rgu-repository.worktribe.com:968439","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/968439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:rgu-repository.worktribe.com:968439","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/968439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3575500308","display_name":null,"funder_award_id":"1021177","funder_id":"https://openalex.org/F4320306133","funder_display_name":"Burroughs Wellcome Fund"}],"funders":[{"id":"https://openalex.org/F4320306133","display_name":"Burroughs Wellcome Fund","ror":"https://ror.org/01d35cw23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W3805906","https://openalex.org/W27256942","https://openalex.org/W73527130","https://openalex.org/W179179905","https://openalex.org/W229986433","https://openalex.org/W349770100","https://openalex.org/W571196475","https://openalex.org/W1191116097","https://openalex.org/W1487306946","https://openalex.org/W1494732973","https://openalex.org/W1502922572","https://openalex.org/W1507029541","https://openalex.org/W1515344597","https://openalex.org/W1528489993","https://openalex.org/W1534499320","https://openalex.org/W1543575680","https://openalex.org/W1550696814","https://openalex.org/W1552508833","https://openalex.org/W1556911442","https://openalex.org/W1559060276","https://openalex.org/W1583837637","https://openalex.org/W1605844890","https://openalex.org/W1608287078","https://openalex.org/W1625504505","https://openalex.org/W1853307972","https://openalex.org/W1906182963","https://openalex.org/W1909216329","https://openalex.org/W1912123407","https://openalex.org/W1964133015","https://openalex.org/W1975299065","https://openalex.org/W1976594146","https://openalex.org/W1993609730","https://openalex.org/W2012971775","https://openalex.org/W2014283007","https://openalex.org/W2014784356","https://openalex.org/W2017439596","https://openalex.org/W2032026767","https://openalex.org/W2053004029","https://openalex.org/W2064331944","https://openalex.org/W2099111195","https://openalex.org/W2099919734","https://openalex.org/W2108003449","https://openalex.org/W2108626773","https://openalex.org/W2135814109","https://openalex.org/W2136000097","https://openalex.org/W2140336868","https://openalex.org/W2142827986","https://openalex.org/W2147409005","https://openalex.org/W2154560317","https://openalex.org/W2156621559","https://openalex.org/W2158485250","https://openalex.org/W2160958420","https://openalex.org/W2167505017","https://openalex.org/W2195232283","https://openalex.org/W2287001840","https://openalex.org/W2314686227","https://openalex.org/W2498043799","https://openalex.org/W2537446610","https://openalex.org/W2559075354","https://openalex.org/W2563138197","https://openalex.org/W2591909323","https://openalex.org/W2617227509","https://openalex.org/W2625694104","https://openalex.org/W2748370456","https://openalex.org/W2758680369","https://openalex.org/W2796765386","https://openalex.org/W2808112299","https://openalex.org/W2891485204","https://openalex.org/W2950549897","https://openalex.org/W2963760109","https://openalex.org/W2967922574","https://openalex.org/W3084074548","https://openalex.org/W3141989311","https://openalex.org/W4234760406","https://openalex.org/W4285719527","https://openalex.org/W6630361973"],"related_works":["https://openalex.org/W2783354812","https://openalex.org/W4384112194","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W4308259661","https://openalex.org/W4390813131","https://openalex.org/W2349383066","https://openalex.org/W4328132048","https://openalex.org/W1969901537","https://openalex.org/W2417174640"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":112},{"year":2024,"cited_by_count":110},{"year":2023,"cited_by_count":67},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}
