{"id":"https://openalex.org/W2133268619","doi":"https://doi.org/10.15439/2014f496","title":"Parsimonious Naive Bayes","display_name":"Parsimonious Naive Bayes","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2133268619","doi":"https://doi.org/10.15439/2014f496","mag":"2133268619"},"language":"en","primary_location":{"id":"doi:10.15439/2014f496","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f496","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/496.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2014/pliks/496.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111936967","display_name":"Marc Boull\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marc Boull\u00e9","raw_affiliation_strings":["Orange Labs, 2 avenue Pierre Marzin, 22300 Lannion, France"],"affiliations":[{"raw_affiliation_string":"Orange Labs, 2 avenue Pierre Marzin, 22300 Lannion, France","institution_ids":["https://openalex.org/I19370010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111936967"],"corresponding_institution_ids":["https://openalex.org/I19370010"],"apc_list":null,"apc_paid":null,"fwci":0.2447,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50829969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"355","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9980999827384949,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9936000108718872,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9927999973297119,"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":0.6572458744049072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6151022911071777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4804643988609314},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.4788132309913635},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.2523548901081085},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10741710662841797}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6572458744049072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6151022911071777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4804643988609314},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.4788132309913635},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2523548901081085},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10741710662841797}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2014f496","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f496","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/496.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:c70bb99aa6734c239c8312de649adff4","is_oa":true,"landing_page_url":"https://doaj.org/article/c70bb99aa6734c239c8312de649adff4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 2, Pp 355-359 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2014f496","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f496","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/496.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2133268619.pdf","grobid_xml":"https://content.openalex.org/works/W2133268619.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W62188234","https://openalex.org/W183657245","https://openalex.org/W1603903339","https://openalex.org/W1625504505","https://openalex.org/W1678889691","https://openalex.org/W1906182963","https://openalex.org/W2001592424","https://openalex.org/W2108455851","https://openalex.org/W2135511047","https://openalex.org/W2912934387","https://openalex.org/W2998216295","https://openalex.org/W3000180494","https://openalex.org/W4285719527","https://openalex.org/W6636859864","https://openalex.org/W6808111085"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W2417174640"],"abstract_inverted_index":{"We":[0,44],"describe":[1],"our":[2],"submission":[3,32],"to":[4,14],"the":[5,11,42,51,56],"AAIA'14":[6],"Data":[7],"Mining":[8],"Competition,":[9],"where":[10],"objective":[12],"was":[13,33],"reach":[15],"good":[16,63],"predictive":[17],"performance":[18,64],"on":[19,50],"text":[20],"mining":[21],"classification":[22],"problems":[23],"while":[24],"using":[25],"a":[26],"small":[27],"number":[28],"of":[29,55],"variables.":[30],"Our":[31],"ranked":[34],"6":[35],"th":[36],",":[37],"less":[38],"than":[39],"1%":[40],"behind":[41],"winner.":[43],"also":[45],"present":[46],"an":[47],"empirical":[48],"study":[49],"trade-off":[52],"between":[53],"parsimony":[54],"representation":[57],"and":[58,60,69],"accuracy,":[59],"show":[61],"how":[62],"can":[65],"be":[66],"obtained":[67],"quickly":[68],"efficiently.":[70]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}