{“id”:“https://openalex.org/W2052046927“,”doi“:”https://doi.org/10.1109/tpami.2014.2327984“,”title“:”Multi-Class Supervisored Novelty Detection“,”display_name“:”多类监督新颖性检测“,”publication_year“:2014,”publiation_date“:”2014-12-01“,”ids“:{”openalex“:”https://openalex.org/W2052046927“,”doi“:”https://doi.org/10.1109/tpami.2014.2327984“,”mag“:”2052046927“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/26353154“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/t帕米.2014.2327984“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S199944782“,”display_name“:”IEEE模式分析与机器智能事务“,”issn_l“:”0162-8828“,”isn“:[”01628828“,”1939-3539“,”2160-9292“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320439“,”“host_organization_name”:“IEEE Computer Society”,“host_ordanization_lineage”:[“https://openalex.org/P4310320439","https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”IEEE Computer Society“,”Institute of Electrical and Electronics Engineers“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“,”pubmed“],‘open_access”:{“is_oa”:true,“oa_status”绿色“,”oa_url“:”https://lirias.kuleuven.be/bitstream/123456789/458432/2/13-16.pdf“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5005357018“,”display_name“:”Vilen Jumutc“,”orcid“:”https://orcid.org/0000-0003-4771-2411},“机构”:[{“id”:https://openalex.org/I99464096“,”display_name“:”KU Leuven“,”ror“:”https://ror.org/05f950310“,”country_code“:”BE“,”type“:“教育”,”世系“:[”https://openalex.org/I99464096“]}],”国家“:[”BE“],”is_corresponding“:false,”raw_author_name“:”Vilen Jumutc“,”raw _affiliation_strings“:[“电气工程系(ESAT-SCD-SISTA),比利时鲁汶卡索利克大学鲁汶分校,卡斯蒂尔帕克阿伦堡10号,B-3001 Heverlee”],”afliations“:[{”raw _affiliation_string“:”电气工程系(ESAT-SCD-SISTA),比利时鲁汶海弗利B-3001卡斯特尔帕克阿伦伯格10号鲁汶卡索利克大学,“institution_ids”:[“https://openalex.org/I99464096“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5078854904“,”display_name“:”Johan A.K.Suykens“,”orcid“:”https://orcid.org/0000-0002-8846-6352},“机构”:[{“id”:https://openalex.org/I99464096“,”display_name“:”KU Leuven“,”ror“:”https://ror.org/05f950310“,”country_code“:”BE“,”type“:“教育”,”世系“:[”https://openalex.org/I99464096“]}],”国家“:[”BE“],”is_corresponding“:false,”raw_author_name“:”Johan A.K.Suykens“,”raw _ affiliation_strings“:[“电气工程系(ESAT-SCD-SISTA),比利时鲁汶卡索利克大学鲁汶分校,Kasteelpark Arenberg 10,B-3001 Heverlee”],”affiliation“:[{”raw _affiliation_string“:”电气工程系(ESAT-SCD-SISTA),比利时鲁汶海弗利B-3001卡斯特尔帕克阿伦伯格10号鲁汶卡索利克大学,“institution_ids”:[“https://openalex.org/I99464096“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:1,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]、”apc_list“:null,”apc_payed“:空,”fwci“:5.77,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count:50,”citation_normalized_percentile“:{”value“:0.969337,”is_in_top_1_percent“:false,”is_in_top_10_percent“:true},”cited_by_percentile_year“:{“min”:96,“max”:97},“biblio”:{”volume“:”36“,”issue“:”12“,”first_page“:”2510“,”last_page“:“2523”},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T11512“,”“display_name”:“高维数据中的异常检测”,“score”:0.9986,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”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”:“高维数据中的异常检测”,“score”:0.9986,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10876“,”“display_name”:“工业过程故障检测与诊断”,“score”:0.9949,“subfield”:{“id”:“https://openalex.org/subfields/2207“,”display_name“:”控制与系统工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11667“,”display_name“:”呼吸分析技术“,”score“:0.9902,”subfield“:{”id“:”https://openalex.org/subfields/2204“,”display_name“:”生物医学工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/novelty-detection“,”display_name“:”新颖性检测“,”score“:0.630366},{”id“:”https://openalex.org/keywords/outlier-detection“,”display_name“:”离群检测“,”score“:0.550872},{”id“:”https://openalex.org/keywords/fault检测“,”display_name“:”故障检测“,”score“:0.543048},{”id“:”https://openalex.org/keywords/anomaly-detection(https://openalex.org/keywords/anomaly-detection)“,”display_name“:”异常检测“,”score“:0.52535},{”id“:”https://openalex.org/keywords/decision-boundary网站“,”display_name“:”决策边界“,”score“:0.50515467},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.504837},{”id“:”https://openalex.org/keywords/one类分类“,”display_name“:”一级分类“,”score“:0.48780206},{”id“:”https://openalex.org/keywords/kernel“,”display_name“:”内核(代数)“,”分数“:0.44643486}],”概念“:[{”id“:”https://openalex.org/C2778924833,“wikidata”:https://www.wikidata.org/wiki/Q7064603“,”display_name“:”新颖性检测“,”level“:3,”score“:0.7828295},{”id“:”https://openalex.org/C12267149,“wikidata”:https://www.wikidata.org/wiki/Q282453“,”display_name“:”支持向量机“,”level“:2,”score“:0.7365209},{”id“:”https://openalex.org/C2778738651,“wikidata”:https://www.wikidata.org/wiki/Q16546687“,”display_name“:”新颖“,”level“:2,”score“:0.65572246},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.6494019},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.573059},{”id“:”https://openalex.org/C2777212361,“wikidata”:https://www.wikidata.org/wiki/Q5127848(网址:https://www.wikidata.org/wiki/Q5127848)“,”display_name“:”类(哲学)“,”级别“:2,”分数“:0.53461915},{”id“:”https://openalex.org/C42023084,“wikidata”:https://www.wikidata.org/wiki/Q5249231“,”display_name“:”决策边界“,”level“:3,”score“:0.50515467},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5043794},{”id“:”https://openalex.org/C34872919,“wikidata”:https://www.wikidata.org/wiki/Q7092302“,”display_name“:”一级分类“,”level“:3,”score“:0.48780206},{”id“:”https://openalex.org/C74193536,“wikidata”:https://www.wikidata.org/wiki/Q574844(网址:https://www.wikidata.org/wiki/Q574844)“,”display_name“:”内核(代数)“,”级别“:2,”分数“:0.44643486},{”id“:”https://openalex.org/C18648836,“wikidata”:https://www.wikidata.org/wiki/Q381892网址“,”display_name“:”压缩空格“,”level“:2,”score“:0.4439846},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389(网址:https://www.wikidata.org/wiki/Q7148389)“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.34021756},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.2614473},{”id“:”https://openalex.org/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C27206212网址,“wikidata”:https://www.wikidata.org/wiki/Q34178“,”display_name“:”神学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C114614502,“wikidata”:https://www.wikidata.org/wiki/Q76592“,”display_name“:”组合数学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C202444582,“wikidata”:https://www.wikidata.org/wiki/Q837863“,”display_name“:”纯粹数学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1109/tpami.2014.2327984“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S199944782“,”display_name“:”IEEE模式分析与机器智能事务“,”issn_l“:”0162-8828“,”isn“:[”01628828“,”1939-3539“,”2160-9292“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320439“,”“host_organization_name”:“IEEE Computer Society”,“host_ordanization_lineage”:[“https://openalex.org/P4310320439","https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”IEEE Computer Society“,”Institute of Electrical and Electronics Engineers“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“https://lirias.kuleuven.be/handle/123456789/458432,“pdf_url”:https://lirias.kuleuven.be/bitstream/123456789/458432/2/13-16.pdf“,”源“:{”id“:”https://openalex.org/S4306401954“,”display_name“:”Lirias(KU Leuven)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I99464096“,”“host_organization_name”:“KU Leuven”,“host_organization_lineage”:[“https://openalex.org/I99464096“],”host_organization_lineage_names“:[”KU Leuven“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“acceptedVersion”,“is_accepted”:true,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://pubmed.ncbi.nlm.nih.gov/26353154“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306525036“,”display_name“:”PubMed“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“美国国立卫生研究院”,“host_ordanization_lineage”:[“https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://lirias.kuleven.be/handle/123456789/458432,“pdf_url”:https://lirias.kuleuven.be/bitstream/123456789/458432/2/13-16.pdf“,”源“:{”id“:”https://openalex.org/S4306401954“,”display_name“:”Lirias(KU Leuven)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I99464096“,”“host_organization_name”:“KU Leuven”,“host_organization_lineage”:[“https://openalex.org/I99464096“],”host_organization_lineage_names“:[”KU Leuven“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“acceptedVersion”,“is_accepted”:true,“is_published”:false},”sustainable_development_goals“:[{”display_name“:”和平、正义和强大的制度“,”score“:0.75,”id“:”https://metadata.un.org/sdg/16“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:37,”referrenced_works“:【”https://openalex.org/W149581298","https://openalex.org/W1512098439","https://openalex.org/W1596717185","https://openalex.org/W1604938182","https://openalex.org/W1664825283","https://openalex.org/W1966135189","https://openalex.org/W1970088130","https://openalex.org/W1973412776","https://openalex.org/W1976491072","https://openalex.org/W1978996791","https://openalex.org/W2035720976","https://openalex.org/W2042790056","https://openalex.org/W2045045161","https://openalex.org/W2049633694","https://openalex.org/W2074368722","https://openalex.org/W2076346323","https://openalex.org/W2087347434","https://openalex.org/W2104290444","https://openalex.org/W2112545207","https://openalex.org/W2123871098","https://openalex.org/W2125993116","https://openalex.org/W2126652588","https://openalex.org/W2132870739","https://openalex.org/W2140475713","https://openalex.org/W2142623206","https://openalex.org/W2153635508","https://openalex.org/W2161920802","https://openalex.org/W2167717760","https://openalex.org/W2169713291","https://openalex.org/W2171074980","https://openalex.org/W2946484","https://openalex.org/W2997701990","https://openalex.org/W3003808604","https://openalex.org/W3018189936","https://openalex.org/W3120740533","https://openalex.org/W4241028415","https://openalex.org/W4285719527“],”related_works“:[”https://openalex.org/W4249169255","https://openalex.org/W3106061132网址","https://openalex.org/W3013515612","https://openalex.org/W2390434506","https://openalex.org/W2345184372","https://openalex.org/W2187500075","https://openalex.org/W2136184105","https://openalex.org/W2084551578","https://openalex.org/W2072135972","https://openalex.org/W1963879329“],”abstract_inverted_index“:{”In“:[0],”this“:[1,39,62],”paper“:[2170],”we“:[3113131147],”study“:[4],”the“:[5,16,42,56,94104110119129175181],”problem“:[6,95],”of“:[7,11,18,52,69,96106128180],”finding“:+8,97],”a“:[9,32,50,66,82,86,98107124133149],”support“:[10]57108],“未知”:[12],“高维”:[13],“分布“:[14,53],”in“:[15118138185],”presence“:[17],”labeling“:[19],”information“,”:[20],”called“:[21],”Supervised“:[22],”Novelty“:[23],”Detection“:[24],”(SND)。“:[25],”一类“:[26],”支持“:[27],”向量“:[28],”机器“:[29],”(SVM)“:[30],”是“:[31,46],”广泛“:[33],”使用“:[34],”基于内核“:[35],”技术“:[36],”到“:[37,48,74],”地址“:[38,61],”问题。然而,“:[40],”with“:[41109156171],”later“:[43],“approach”:[44,75],“it”:[45],“hardible”:[47],“model”:[49],“mixture”:[51],“from”:[54,81],“which”:[55,72,92136142152],“may”:[58],“be”:[59161],“构成了。我们“:[60],“问题”:[63],“由”:[64163],“呈现”:[65],“新”:[67,83,87],“类”:[68],“类似SVM”:[70],“算法”:[71],“帮助”:[73],“多类”:%76],“分类”:[77186],“和”:[78121177187],“新颖性”:[79188],“检测”:[80189],“透视图。我们“:[84],“引入”:[85],“耦合”:[88],“术语”:[89],“介于”:[90],“类”:[91],“杠杆”:[93],“良好”:[99],“决策”:[100],“边界”:[101],“while”:[102],“保留”:[103],“紧凑性”:[105],“l2-norm”:[111],“惩罚”。第一个“:[112],“当前”:[114],“我们的”:[115169],“优化”:[116],“目标”:[117],“原始”:[120],“然后”:[122],“派生”:[123148],“对偶”:[125],“QP”:[126166],“公式”:[127135151],“问题”。下一步:[130],“提议”:[132],“最小二乘法”:[134],“结果”:[137],“线性”:[140],“系统”:[141],“急剧”:[143],“减少”:[144],“计算”:[145],“成本”。最后“:[146],“基于Pegasos”:[150],“can”:[153],“effectively”:[154],“cope”:[155],“large”:[157],“dataset”:[158],“that”:[159173],“cannot”:[160],“handled”:[162],“many”:[164],“existing”:[165],“solvers”。我们“:[167],“完成”:[168],“实验”:[172],“验证”:[174],“有用性”:[176],“实用”:[178],“重要性”:[179],“建议”:[182],“方法”:[183],“两者”:[184],“设置”。“:[190]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2052046927”,“counts_by_year”:[{“year”:2024,“cited_by_count”:2},{“year”:2023,“cited_by_count”:6},{“year”:2022,“cited_by_count”:9},{“year”:2021,“cited_by_count”:3},{“year”:2020,“cited_by_count”:7},{“year”:2019,“cited_by_count”:5},{“year”:2018,“cited_by_count”:1},{“year”:2017,“cited_by_count”by_count“:9},{“年份”:2016,“cited_by_count”:5},{“年份”:2014,“cited_by_count”:1},{“年份”:2013,“引用_ by_count”:1}],“更新日期”:“2024-09-13T09:56:49.334596”,“创建日期”:”2016-06-24“}