{"id":"https://openalex.org/W1560879229","doi":"https://doi.org/10.1007/11578079_21","title":"A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods","display_name":"A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1560879229","doi":"https://doi.org/10.1007/11578079_21","mag":"1560879229"},"language":"en","primary_location":{"id":"doi:10.1007/11578079_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_21.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_21.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042880273","display_name":"Alberto Mu\u00f1oz","orcid":"https://orcid.org/0000-0001-8982-0678"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alberto Mu\u00f1oz","raw_affiliation_strings":["University Carlos III, c/ Madrid 126, 28903, Getafe, Spain"],"affiliations":[{"raw_affiliation_string":"University Carlos III, c/ Madrid 126, 28903, Getafe, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037239553","display_name":"Javier M. Moguerza","orcid":"https://orcid.org/0000-0003-1415-1961"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier M. Moguerza","raw_affiliation_strings":["University Rey Juan Carlos, c/ Tulip\u00e1n s/n, 28933, M\u00f3stoles, Spain"],"affiliations":[{"raw_affiliation_string":"University Rey Juan Carlos, c/ Tulip\u00e1n s/n, 28933, M\u00f3stoles, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042880273"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.12950699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7720996737480164},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6672924757003784},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.6317242980003357},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6219004392623901},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.6100617051124573},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5953524112701416},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5790959000587463},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.542100191116333},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.48642897605895996},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4408056139945984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42655837535858154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33883219957351685},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33138445019721985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2581575810909271},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20399942994117737},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.10169845819473267}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720996737480164},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6672924757003784},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.6317242980003357},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6219004392623901},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.6100617051124573},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5953524112701416},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5790959000587463},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.542100191116333},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.48642897605895996},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4408056139945984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42655837535858154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33883219957351685},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33138445019721985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2581575810909271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20399942994117737},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.10169845819473267},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11578079_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_21.pdf","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":{"id":"doi:10.1007/11578079_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_21.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324496","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1560879229.pdf","grobid_xml":"https://content.openalex.org/works/W1560879229.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1489381599","https://openalex.org/W1548139318","https://openalex.org/W1560805346","https://openalex.org/W1568919023","https://openalex.org/W1823257673","https://openalex.org/W2072914889","https://openalex.org/W2100294832","https://openalex.org/W2108776007","https://openalex.org/W2125976129","https://openalex.org/W2129905273","https://openalex.org/W2132870739","https://openalex.org/W2143386126","https://openalex.org/W2147855220","https://openalex.org/W2505188246","https://openalex.org/W2796639075","https://openalex.org/W4240981432"],"related_works":["https://openalex.org/W2000145235","https://openalex.org/W2170162231","https://openalex.org/W2055125872","https://openalex.org/W2499612753","https://openalex.org/W2550047666","https://openalex.org/W2485317579","https://openalex.org/W2032487089","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
