{"id":"https://openalex.org/W1481111462","doi":"https://doi.org/10.1007/3-540-62858-4_76","title":"Conditions for Occam's razor applicability and noise elimination","display_name":"Conditions for Occam's razor applicability and noise elimination","publication_year":1997,"publication_date":"1997-01-01","ids":{"openalex":"https://openalex.org/W1481111462","doi":"https://doi.org/10.1007/3-540-62858-4_76","mag":"1481111462"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-62858-4_76","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-62858-4_76","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5087537644","display_name":"Dragan Gamberger","orcid":"https://orcid.org/0000-0002-9008-6156"},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Rudjer Boskovic Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Dragan Gamberger","raw_affiliation_strings":["Rudjer Bo\u0161kovi\u0107 Institute, Bijeni\u010dka 54, 10000, Zagreb, Croatia","Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia#TAB#"],"affiliations":[{"raw_affiliation_string":"Rudjer Bo\u0161kovi\u0107 Institute, Bijeni\u010dka 54, 10000, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210123216"]},{"raw_affiliation_string":"Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia#TAB#","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060174190","display_name":"Nada Lavra\u010d","orcid":"https://orcid.org/0000-0002-9995-7093"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Nada Lavra\u010d","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","\u201cJo\u017eef Stefan\u201d Institute , Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"\u201cJo\u017eef Stefan\u201d Institute , Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087537644"],"corresponding_institution_ids":["https://openalex.org/I4210123216"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.5848,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.88218681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9872000217437744,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9872000217437744,"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":0.9853000044822693,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/occam","display_name":"occam","score":0.9751595258712769},{"id":"https://openalex.org/keywords/occams-razor","display_name":"Occam's razor","score":0.9654408097267151},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8798006772994995},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6806756854057312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6694899797439575},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5769742727279663},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5324013829231262},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4944617748260498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4579355716705322},{"id":"https://openalex.org/keywords/truncation","display_name":"Truncation (statistics)","score":0.4541667103767395},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4416283369064331},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41057533025741577},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29955044388771057},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13912957906723022}],"concepts":[{"id":"https://openalex.org/C78469957","wikidata":"https://www.wikidata.org/wiki/Q838062","display_name":"occam","level":2,"score":0.9751595258712769},{"id":"https://openalex.org/C64802038","wikidata":"https://www.wikidata.org/wiki/Q131012","display_name":"Occam's razor","level":2,"score":0.9654408097267151},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8798006772994995},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6806756854057312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6694899797439575},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5769742727279663},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5324013829231262},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4944617748260498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4579355716705322},{"id":"https://openalex.org/C106195933","wikidata":"https://www.wikidata.org/wiki/Q7847935","display_name":"Truncation (statistics)","level":2,"score":0.4541667103767395},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4416283369064331},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41057533025741577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29955044388771057},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13912957906723022},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-62858-4_76","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-62858-4_76","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W109020964","https://openalex.org/W121619852","https://openalex.org/W1507649637","https://openalex.org/W1516193414","https://openalex.org/W1529363039","https://openalex.org/W1532979463","https://openalex.org/W1591780876","https://openalex.org/W1638203394","https://openalex.org/W1731670240","https://openalex.org/W1999138184","https://openalex.org/W2054658115","https://openalex.org/W2075038844","https://openalex.org/W2107844279","https://openalex.org/W2125055259","https://openalex.org/W2136000097","https://openalex.org/W2149706766","https://openalex.org/W2154225404","https://openalex.org/W2158292827","https://openalex.org/W3003623942","https://openalex.org/W3202461034"],"related_works":["https://openalex.org/W2949846021","https://openalex.org/W2951568450","https://openalex.org/W1731670240","https://openalex.org/W1718449494","https://openalex.org/W2966907487","https://openalex.org/W2140251433","https://openalex.org/W1519727353","https://openalex.org/W2020649503","https://openalex.org/W51126094","https://openalex.org/W2082806671"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
