{"id":"https://openalex.org/W114024195","doi":"https://doi.org/10.1007/978-81-322-1602-5_68","title":"Lower Bound on Na\u00efve Bayes Classifier Accuracy in Case of Noisy Data","display_name":"Lower Bound on Na\u00efve Bayes Classifier Accuracy in Case of Noisy Data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W114024195","doi":"https://doi.org/10.1007/978-81-322-1602-5_68","mag":"114024195"},"language":"en","primary_location":{"id":"doi:10.1007/978-81-322-1602-5_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-81-322-1602-5_68","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5010781980","display_name":"Karan Rawat","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Karan Rawat","raw_affiliation_strings":["IIT Allahabad, Allahabad, India"],"affiliations":[{"raw_affiliation_string":"IIT Allahabad, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060540284","display_name":"Abhishek Kumar","orcid":"https://orcid.org/0000-0003-4161-508X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Kumar","raw_affiliation_strings":["Government Engineering College, Ajmer, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"Government Engineering College, Ajmer, Rajasthan, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019600697","display_name":"Anshuman Kumar Gautam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anshuman Kumar Gautam","raw_affiliation_strings":["Government Engineering College, Ajmer, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"Government Engineering College, Ajmer, Rajasthan, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010781980"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.04801141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"639","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9987000226974487,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9954000115394592,"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":0.7683902978897095},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7376693487167358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7074049115180969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6932456493377686},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6003116965293884},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5233901143074036},{"id":"https://openalex.org/keywords/bayes-classifier","display_name":"Bayes classifier","score":0.4823591113090515},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.43508049845695496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43134909868240356},{"id":"https://openalex.org/keywords/noisy-data","display_name":"Noisy data","score":0.42716801166534424},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.2123757302761078},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.19053655862808228}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7683902978897095},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7376693487167358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7074049115180969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932456493377686},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6003116965293884},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5233901143074036},{"id":"https://openalex.org/C185207860","wikidata":"https://www.wikidata.org/wiki/Q17004744","display_name":"Bayes classifier","level":4,"score":0.4823591113090515},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.43508049845695496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43134909868240356},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.42716801166534424},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2123757302761078},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.19053655862808228}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-81-322-1602-5_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-81-322-1602-5_68","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1550696814","https://openalex.org/W1912123407","https://openalex.org/W2001619934","https://openalex.org/W2158698691","https://openalex.org/W4247150125"],"related_works":["https://openalex.org/W2374047926","https://openalex.org/W2057359786","https://openalex.org/W2394466068","https://openalex.org/W2537862391","https://openalex.org/W2381401419","https://openalex.org/W2383501440","https://openalex.org/W2417174640","https://openalex.org/W4312866165","https://openalex.org/W2957157835","https://openalex.org/W145653800"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}