{"id":"https://openalex.org/W1977178727","doi":"https://doi.org/10.1007/s10044-011-0265-3","title":"A unifying methodology for the evaluation of neural network models on novelty detection tasks","display_name":"A unifying methodology for the evaluation of neural network models on novelty detection tasks","publication_year":2012,"publication_date":"2012-01-15","ids":{"openalex":"https://openalex.org/W1977178727","doi":"https://doi.org/10.1007/s10044-011-0265-3","mag":"1977178727"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-011-0265-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-011-0265-3","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"},"type":"article","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/A5061650545","display_name":"Guilherme A. Barreto","orcid":"https://orcid.org/0000-0002-7002-1216"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme A. Barreto","raw_affiliation_strings":["Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, CE, Brazil","[Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, Brazil]"],"affiliations":[{"raw_affiliation_string":"Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]},{"raw_affiliation_string":"[Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, Brazil]","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013221656","display_name":"Rewbenio A. Frota","orcid":"https://orcid.org/0000-0001-5802-5903"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rewbenio A. Frota","raw_affiliation_strings":["Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, CE, Brazil","[Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, Brazil]"],"affiliations":[{"raw_affiliation_string":"Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, CE, Brazil","institution_ids":["https://openalex.org/I243754102"]},{"raw_affiliation_string":"[Department of Teleinformatics Engineering, Federal University of Cear\u00e1, Fortaleza, Brazil]","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061650545"],"corresponding_institution_ids":["https://openalex.org/I243754102"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.7829,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86115653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"83","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9648000001907349,"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/novelty-detection","display_name":"Novelty detection","score":0.8498706817626953},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.8186808824539185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7832921743392944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.732215940952301},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7119073867797852},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6749545931816101},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6154190301895142},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5641643404960632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5395727157592773},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.504050612449646},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4729818105697632},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4663293659687042},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4537931978702545},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32207584381103516}],"concepts":[{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.8498706817626953},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8186808824539185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7832921743392944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.732215940952301},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7119073867797852},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6749545931816101},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6154190301895142},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5641643404960632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5395727157592773},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.504050612449646},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4729818105697632},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4663293659687042},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4537931978702545},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32207584381103516},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10044-011-0265-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-011-0265-3","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323202","display_name":"Funda\u00e7\u00e3o Cearense de Apoio ao Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/007pgtp80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W23758216","https://openalex.org/W654914693","https://openalex.org/W1499399937","https://openalex.org/W1503432700","https://openalex.org/W1507985183","https://openalex.org/W1520678418","https://openalex.org/W1544577158","https://openalex.org/W1544803958","https://openalex.org/W1601518381","https://openalex.org/W1679913846","https://openalex.org/W1957302072","https://openalex.org/W1968114659","https://openalex.org/W1969557815","https://openalex.org/W1981021137","https://openalex.org/W1990517717","https://openalex.org/W1991848143","https://openalex.org/W1994432757","https://openalex.org/W1995945562","https://openalex.org/W1999571566","https://openalex.org/W2016161382","https://openalex.org/W2016244926","https://openalex.org/W2017145914","https://openalex.org/W2046372172","https://openalex.org/W2048822829","https://openalex.org/W2072914889","https://openalex.org/W2073117112","https://openalex.org/W2084812512","https://openalex.org/W2084897616","https://openalex.org/W2095345875","https://openalex.org/W2100495367","https://openalex.org/W2105497548","https://openalex.org/W2110934250","https://openalex.org/W2111278976","https://openalex.org/W2112221913","https://openalex.org/W2118717359","https://openalex.org/W2119421700","https://openalex.org/W2122481046","https://openalex.org/W2127060193","https://openalex.org/W2134312057","https://openalex.org/W2137130182","https://openalex.org/W2137446376","https://openalex.org/W2139145615","https://openalex.org/W2140506849","https://openalex.org/W2140647972","https://openalex.org/W2140839819","https://openalex.org/W2161461982","https://openalex.org/W2275675895","https://openalex.org/W2525593152","https://openalex.org/W3020857852","https://openalex.org/W3023026064","https://openalex.org/W3106889297","https://openalex.org/W3146003712","https://openalex.org/W3150545588","https://openalex.org/W4234643200","https://openalex.org/W4245176872","https://openalex.org/W4285719527","https://openalex.org/W4298266977"],"related_works":["https://openalex.org/W4328117340","https://openalex.org/W2588860167","https://openalex.org/W4313527252","https://openalex.org/W4317548404","https://openalex.org/W3022007134","https://openalex.org/W2949671220","https://openalex.org/W2130553454","https://openalex.org/W2033364610","https://openalex.org/W165115930","https://openalex.org/W2797776314"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"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"}
