{“id”:“https://openalex.org/W2806741695“,”doi“:”https://doi.org/10.1609/aaai.v32i1.12130“,”title“:”Towards Experienced Anomaly Detector Through Reinforcement Learning“,”display_name“:”通过强化学习朝向经验异常探测器“,”publication_year“:2018,”publiation_date“:”2018-04-29“,”ids“:{”openalex“:”https://openalex.org/W2806741695“,”doi“:”https://doi.org/10.1609/aaai.v32i1.12130“,”mag“:”2806741695“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1609/aaai.v32i1.12130,“pdf_url”:https://ojs.aaai.org/index.php/aaai/article/download/12130/11989,“源”:{“id”:https://openalex.org/S4210191458“,”display_name“:”……会议记录。。。AAAI人工智能会议”,“issn_l”:“2159-5399”,“issn”:[“2159-5399”,“2374-3468”],“is_oa”:true,“is_in_doaj”:false,“host_organization”:“https://openalex.org/P431032058“,”“host_organization_name”:“人工智能发展协会”,“host_ordanization_lineage”:[“https://openalex.org/P431032058“],”host_organization_lineage_names“:[”促进人工智能协会“],“type”:“conference”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”article“,”type_crossref“:“journal-article”,“indexed_in”:[”crossref“]oaurl“:”https://ojs.aaai.org/index.php/aaai/article/download/12130/11989“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5006856093“,”display_name“:”黄成强“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I23923803“,”display_name“:”埃克塞特大学“,”ror“:”https://ror.org/03yghzc09“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I23923803“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”黄成强“,”raw_affiliation_strings“:[“埃克塞特大学”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5004458037“,”display_name“:”Yulei Wu“,”orcid“:”https://orcid.org/0000-0003-0801-8443},“机构”:[{“id”:https://openalex.org/I23923803“,”display_name“:”埃克塞特大学“,”ror“:”https://ror.org/03yghzc09“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I23923803“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Yulei Wu“,”raw _affiliation_strings“:[“Exeter大学”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5019690305“,”display_name“:”袁佐“,”兽人“:”https://orcid.org/0000-0001-8516-2567},“机构”:[{“id”:https://openalex.org/I23923803“,”display_name“:”埃克塞特大学“,”ror“:”https://ror.org/03yghzc09“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I23923803“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”袁佐“,”raw关联字符串“:[“埃克塞特大学”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5091491018“,”display_name“:”柯培“,”兽人“:”https://orcid.org/0000-0001-9714-573X},“机构”:[{“id”:https://openalex.org/I4210160618“,”display_name“:”华为技术(英国)“,”ror“:”https://ror.org/056gzgs71“,”“country_code”“:”GB“,”type“:”company“,”seriance“:[”https://openalex.org/I2250955327","https://openalex.org/I4210160618“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Ke Pei“,”raw _affiliation_strings“:[“华为技术有限公司”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5083702949“,”display_name“:”葛永民“,”orcid“:”https://orcid.org/0000-0003-1395-7314},“机构”:[{“id”:https://openalex.org/I23923803“,”display_name“:”埃克塞特大学“,”ror“:”https://ror.org/03yghzc09“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I23923803“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Geyong Min“,”raw_affiliation_strings“:[“Exeter大学”]}]“countries_distict_count”:1,”institutions_disticent_count“:2,”corresponding_author_ids“:[],”correcponding_institution_ids“:”pdf“,”cited_by_count“:40,”cited_by_percentile_year“:{“min”:96,“max”:97},“biblio”:{卷:“32”,“issue”:“1”,“first_page”:null,“last_page”:null},”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”:1.0,“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“}},”主题“:[{”id“:”https://openalex.org/T11512“,”“display_name”:“高维数据中的异常检测”,“score”:1.0,“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/T10400“,”display_name“:”网络入侵检测和防御机制“,”score“:0.9994,”subfield“:{”id“:”https://openalex.org/subfields/1705“,”display_name“:”计算机网络和通信“},”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/T12205“,”“display_name”:“时间序列数据和算法的聚类”,“score”:0.9968,“subfield”:{“id”:“https://openalex.org/subfields/1711“,”display_name“:”信号处理“},”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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/anomaly-detection网站“,”display_name“:”异常检测“,”score“:0.596662},{”id“:”https://openalex.org/keywords/outlier-detection“,”display_name“:”离群检测“,”score“:0.586226},{”id“:”https://openalex.org/keywords/pattern-discovery(https://openalex.org/keywords/pattern-discovery)“,”display_name“:”模式发现“,”score“:0.528481},{”id“:”https://openalex.org/keywords/botnet检测“,”display_name“:”僵尸网络检测“,”score“:0.518975},{”id“:”https://openalex.org/keywords/dimmensionality缩减“,”display_name“:”维度缩减“,”score“:0.512154}],”concepts“:[{”id“:”https://openalex.org/C739882,“wikidata”:https://www.wikidata.org/wiki/Q3560506“,”display_name“:”异常检测“,”level“:2,”score“:0.92128205},{”id“:”https://openalex.org/C12997251,“wikidata”:https://www.wikidata.org/wiki/Q567560“,”display_name“:”异常(物理)“,”level“:2,”score“:0.8844129},{”id“:”https://openalex.org/C97541855,“wikidata”:https://www.wikidata.org/wiki/Q830687“,”display_name“:”强化学习“,”level“:2,”score“:0.770103},{”id“:”https://openalex.org/C94915269,“wikidata”:https://www.wikidata.org/wiki/Q1834857“,”display_name“:”Detector“,”level“:2,”score“:0.6773679},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.5937788},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.56845325},{”id“:”https://openalex.org/C143724316,“wikidata”:https://www.wikidata.org/wiki/Q312468“,”“display_name”“:”系列(地层)“,”级别“:2,”分数“:0.5319142},{”id“:”https://openalex.org/C147168706,“wikidata”:https://www.wikidata.org/wiki/Q1457734“,”display_name“:”递归神经网络“,”level“:3,”score“:0.47657728},{”id“:”https://openalex.org/C98045186,“wikidata”:https://www.wikidata.org/wiki/Q205663“,”display_name“:”Process(computing)“,”level“:2,”score“:0.47369385},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.41814715},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.36079252},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.33945182},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”等级“:0,”分数“:0.16714218},{”id“:”https://openalex.org/C127313418,“wikidata”:https://www.wikidata.org/wiki/Q1069“,”display_name“:”地质“,”等级“:0,”分数“:0.074219644},{”id“:”https://openalex.org/C76155785,“wikidata”:https://www.wikidata.org/wiki/Q418“,”display_name“:”Telecommunications“,”level“:1,”score“:0.056603312},{”id“:”https://openalex.org/C151730666,“wikidata”:https://www.wikidata.org/wiki/Q7205“,”display_name“:”古生物学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C26873012,“wikidata”:https://www.wikidata.org/wiki/Q214781“,”display_name“:”凝聚态物理“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1609/aaai.v32i1.12130,“pdf_url”:https://ojs.aaai.org/index.php/aaai/article/download/12130/11989,“源”:{“id”:https://openalex.org/S4210191458“,”display_name“:”会议记录。。。AAAI人工智能会议“,“issn_l”:“2159-5399”,“issn”:[“21595-5399”,“2374-3468”],“is_oa”:true,“is_ in_doaj”:false,“host_organization”:“https://openalex.org/P431032058“,”“host_organization_name”:“人工智能发展协会”,“host_ordanization_lineage”:[“https://openalex.org/P431032058“],”host_organization_lineage_names“:[”促进人工智能协会“],“type”:“conference”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.1609/aaai.v32i1.12130,“pdf_url”:https://ojs.aaai.org/index.php/aaai/article/download/12130/11989,“源”:{“id”:https://openalex.org/S4210191458“,”display_name“:”……会议记录。。。AAAI人工智能会议“,“issn_l”:“2159-5399”,“issn”:[“21595-5399”,“2374-3468”],“is_oa”:true,“is_ in_doaj”:false,“host_organization”:“https://openalex.org/P431032058“,”“host_organization_name”:“人工智能发展协会”,“host_ordanization_lineage”:[“https://openalex.org/P431032058“],”host_organization_lineage_names“:[”人工智能促进会“],”type“:”conference“},”license“:null,”license_id“:null,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[],”grants“:[],”dataset“:[],”version“:[],”referenced_works_count“:2,”referenced_works“:[”https://openalex.org/W2093606067","https://openalex.org/W2122646361“],”related_works“:[”https://openalex.org/W4377864969","https://openalex.org/W4300558037","https://openalex.org/W4290647774","https://openalex.org/W3210364259","https://openalex.org/W3207797160","https://openalex.org/W3189286258","https://openalex.org/W2912112202","https://openalex.org/W2806741695","https://openalex.org/W2667207928","https://openalex.org/W2143820878“],”ngrams_url“:”https://api.openalex.org/works/W2806741695/ngrams“,”“abstract_inverted_index”:{“This”:[0],“abstract”:[1],“proposes”:[2],“a”:[3],“time”:[4,84],“series”:[5,85],“annormation”:[6,18,31,45,50,86],“detector”:[7,51,81],“which”:[8],“1)”:[9],“makes”:[10],“no”:[11],“assument”:[12],“about”:[13],“the”:[14,23,42,49,59,5]5,62,69,80],“潜在”:[15],“机制”:[16],“的”:[17,26,44,78],“模式”,:[19],“2)”:[20],“refrains“:[21],”from“:[22],”concumpose“:[24],”work“:-25],”threshold“:[27],”setting“:428],”for“:[29],”good“:[30],”detection“:[32,46,87],”performance“:[33],”under“:[34],”specific“:[35],”scenarios“:[36],”and“:[37,60],”3)“:[38],”kes“:[39],”evolving“:[40],”with“:[41],“增长”:[43],“经验。“:[47],”本质上,“:[48],”是“:[52],”动力“:[53],”由“:[54],”递归“:[56],”神经“:[57],”网络“:[58],”(RNN)“:[59],”采用“:[61],”强化“:[63],”学习“:[64],”。“:[71],“我们的”:[72],“初始”:[73],“实验”:[74],“演示”:[75],“有希望”:[76],“结果”:[77],“使用”:[79],“in”:[82],“网络”:[83],“问题”。“:[88]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2806741695“,”counts_by_year“:[{”年“:2024,”cited_by_count“:1},{”年份“:2023,”ciped_by_cunt“:8},”{“年份”:2022,“cited_by_count”:14},“{”年度“:2021,”cited_by_count“updated_date”:“2024-05-20T06:03:07.300773”,“创建日期”:“2018-06-13”}