{“id”:“https://openalex.org/W2888390390网址“,”doi“:”https://doi.org/10.1007/978-3-319-98334-9_21“,”title“:”MLIC:A MaxSAT-Based Framework for Learning Interpretable Classification Rules“,”display_name“:”MLIC:A Max SAT-Bases Framework for Learning Interpetable Classization Rules“(MLIC:基于MaxSAT的学习可解释分类规则的框架),”publication_year“:2018,”publitation_date“:”2018-01-01“,”ids“:{”openalex“:”https://openalex.org/W2888390390网址“,”doi“:”https://doi.org/10.1007/978-3-319-98334-9_21“,”mag“:”2888390390“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-319-98334-9_21“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”issn“:[”0302-9743“,”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”book-chapter“,”type_crossref“:“book-chapter”,”indexed_in“:[“arxiv”,“crossref”,“datacite”],“open_access”:{“is_oa”:true,“oa_status”:“绿色”,“oaurl“:”https://arxiv.org/pdf/1812.01843“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5026795227“,”display_name“:”Dmitry Malioutov“,”orcid“:”https://orcid.org/0000-0002-5541-7044},“机构”:[{“id”:https://openalex.org/I4210114115“,”display_name“:”IBM Research-Thomas J.Watson Research Center“,”ror“:”https://ror.org/0265w5591“,”country_code“:”US“,”type“:“facility”,”lineage“:[”https://openalex.org/I1341412227","https://openalex.org/I4210114115“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Dmitry Malioutov“,”raw _affiliation_strings“:【”美国约克镇高地T.J.Watson IBM研究中心“】,”affiliations“:[{”raw _affiliation_string“:”美国约克镇高地T.J Watson国际商用机器研究中心“,”institution_ids“:[“”https://openalex.org/I4210114115“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5041528950“,”display_name“:”Kuldeep S.Meel“,”orcid“:”https://orcid.org/0000-0001-9423-5270},“机构”:[{“id”:https://openalex.org/I165932596“,”display_name“:”新加坡国立大学“,”ror“:”https://ror.org/01tgyzw49“,”country_code“:”SG“,”type“:”教育“,”血统“:[”https://openalex.org/I165932596“]}],”国家“:[”SG“],”is_corresponding“:true,”raw_author_name“:”Kuldeep S.Meel“,”raw _ afiliation_strings“:[“新加坡国立大学计算学院,新加坡”],”affiliations“:[{”raw_ afiliation _string“:”新加坡国立大学计算机学院,新加坡,“institution_ids”:[“https://openalex.org/I165932596“]}]}],”countries_disticont_count“:2,”institutions_disticent_count”:2,“corresponding_author_ids”:[“https://openalex.org/A5041528950“],”对应的机构ID“:[”https://openalex.org/I165932596“],”apc_list“:{”value“:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc _payed“:null,”fwci“:2.295,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:18,”citected_by_percentile_year“:{”min“:91,”max“:92},“biblio”:{“volume”:null;“issue”:nul,“first_page”:“312”,“last_page”:“327”},“is_retracted”:false,“is_paratext”:false,“主主题“:{”id“:”https://openalex.org/T12026“,”display_name“:”可解释人工智能“,”score“:0.9961,”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/T12026“,”display_name“:”可解释人工智能“,”score“:0.9961,”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/T12535“,”“display_name”:“机器学习中带噪声标签的学习”,“score”:0.9955,“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/T11303“,”“display_name”:“贝叶斯网络中的学习和推理”,“score”:0.987,“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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/cinterpretable-models“,”display_name“:”可解释模型“,”score“:0.607632},{”id“:”https://openalex.org/keywords/machine-learning可解释性“,”display_name“:”机器学习可解释性“,”score“:0.597438},{”id“:”https://openalex.org/keywords/model-in-enterprisetability网站“,”display_name“:”模型可解释性“,”score“:0.582501},{”id“:”https://openalex.org/keywords/robust-learning“,”display_name“:”稳健学习“,”score“:0.523805},{”id“:”https://openalex.org/keywords/probabilistic-learning网站“,”display_name“:”概率学习“,”score“:0.508283}],”concepts“:[{”id“:”https://openalex.org/C2781067378,“wikidata”:https://www.wikidata.org/wiki/Q17027399“,”display_name“:”可解释性“,”level“:2,”score“:0.70590025},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.67696977},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.66873217},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.5763508},{”id“:”https://openalex.org/C173801870,“wikidata”:https://www.wikidata.org/wiki/Q201413“,”display_name“:”启发式“,”level“:2,”score“:0.4999888},{”id“:”https://openalex.org/C111797529,“wikidata”:https://www.wikidata.org/wiki/Q17080584“,”display_name“:”最大可满足性问题“,”level“:3,”score“:0.4674132},{”id“:”https://openalex.org/C44210515,“wikidata”:https://www.wikidata.org/wiki/Q16968978“,”display_name“:”Bespoke“,”level“:2,”score“:0.45688683},{”id“:”https://openalex.org/C108010975,“wikidata”:https://www.wikidata.org/wiki/Q500094“,”display_name“:”修剪“,”级别“:2,”分数“:0.4531808},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.16028887},{”id“:”https://openalex.org/C187455244,“wikidata”:https://www.wikidata.org/wiki/Q942353“,”display_name“:”布尔函数“,”level“:2,”score“:0.10945538},{”id“:”https://openalex.org/C6557445,“wikidata”:https://www.wikidata.org/wiki/Q173113“,”display_name“:”农学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748“,”display_name“:”Law“,”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}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-319-98334-9_21“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”issn“:[”0302-9743“,”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/1812.01843,“pdf_url”:https://arxiv.org/pdf/1812.01843,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.1812.01843“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/1812.01843,“pdf_url”:https://arxiv.org/pdf/1812.01843,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”score“:0.51,”display_name“:”工业、创新和基础设施“,”id“:”https://metadata.un.org/sdg/9“}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W2888390390网址","https://openalex.org/W3105207529“],”referenced_works_count“:14,”referrenced_works“:[”https://openalex.org/W139194355","https://openalex.org/W1539886244网址","https://openalex.org/W1670263352","https://openalex.org/W2026905436","https://openalex.org/W2048231652","https://openalex.org/W2061015052","https://openalex.org/W2063046703","https://openalex.org/W2069737789","https://openalex.org/W2100110464","https://openalex.org/W2109562042","https://openalex.org/W2330820318","https://openalex.org/W2407793835","https://openalex.org/W2584281025","https://openalex.org/W4243528505“],”related_works“:[”https://openalex.org/W4390569940","https://openalex.org/W4389712339","https://openalex.org/W4244794230网址","https://openalex.org/W3093969907网址","https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W2806540758","https://openalex.org/W223275048","https://openalex.org/W2212726445","https://openalex.org/W2181465263“],”ngrams_url“:”https://api.openalex.org/works/W2888390390/ngrams网站“,”“abstract_inverted_index”:{“The”:[0177],“wide”:[1],“acception”:[2],“of”:[3,43108117141143155180240],“machine”:[4,20],“learning”:[5,44],“approachs”:[6],“in”:[7,18,89,99163175189215220],”“The”:[8,16,63,96100130181190221238],“industry”:[9],“government”:[10],“medicine”:[11],“and”:[12145149219229233],“科学”:[13],”有“:[14],”续订“:[15],”兴趣“:[17],”可解释“:[19,45,85217241],”学习“:[21],”许多“:[2164],”决定“:[23],”是“:[24,67],”太“:[25],“重要”:[26],“to”:[27,3014150184196205212225237],“be”:[28168],“delegated”:[29],“black-box”:[31],“技术”:[32],“such”:[33109],“as”:[34,60],“deep”:[35],“neural”:[36],“networks”:[37],“or”:[38,50139],“kernel”:[39],”SVM.“:[40],“Historically”:[41],“problems”:[42136165],“classifiers”:[46],“including”:[47],“分类”:[48,86135207218],“rules”:[49,87],“decision”:[51],“trees”:[52],“have”:[53],“been”:[54],“approached”:[55],“by”:[56],“贪婪”:[57],“启发式”:[58],“方法”:[59],“本质上”:[61],“全部”:[62],“精确”:[64],“优化”:[65],“公式”:[66],“NP-hard”:[68],“我们的”:[69,92],“主要的”:[00178],“贡献”:[71],“是”:[72183],“a”:[73115152172],“基于MaxSAT的”:%74],“框架”:[75],“调用的”:/76],“$\\mathcal”:[77],“{MLIC}$$”:[78],”,“,”:[79],“其中”:[80],“允许“:[81],”原则“:[82],”搜索“:[83],”for“:[84],”可表达“:[88],”命题“:[90],“逻辑。”:[91],“方法”:[93],“好处”:[94],“来自”:[95120],“革命性”:[97],“进步”:[998188],“约束”:[100122],“满意度”:[102],“社区”:[103224],“解决”:[105133],“大规模”:[106206],“实例”:[107],“问题”:[111028],“In”:[111],“实验”:[112],“评估”:[113],“过度”:[114],“收集”:[116],“基准”:[118],“出现”:[119],“实际”:[121],“场景”:[122],“我们”:[123127160],“演示”:[124],“它的”:[125],“有效性:”:[126],“显示”:[128161185],“that”:[129162186],“公式”:[131],“can”:[132167],“大型”:[134],“with”:[137],“十”:[138],“百”:[140],“千”:[142146],“示例”:[144],“功能”,:[148],“提供”:[151],“可调”:[153],“平衡”:[154],“准确性”:[156],“对比”:[157],“可解释性”:[158],“此外,”:[159],“解释性”:[166],“获得”:[169],“在”:[170],“仅”:[171],“次要”:[173],“成本”:[174],“准确度”:[176],“目标”:[179],“论文”:[182],“近期”:[187],“MaxSAT”:[191],“文献”:[192],“制造”:[193],“它”:[194227],“现实”:[195],“发现”:[197],“最佳”:[198],“(或:[199],“非常”:[200],“高”:[201],“质量”:[202],“接近最佳”):[203],“解决方案”:[204],“我们”:[209],“也”:[210],“希望”:[211],“鼓励”:[213],“研究人员”:[214],“两者”:[216],“编程”:[223],“获取”:[226],“进一步”:[228],“开发”:[230],“更丰富”:[231],“配方”:[232],“定制”:[234],“溶剂”:[235],“调谐”:[236],“问题”:[239],“ML.”:[242]},“cited_by_api_url”:“https://api.openalex.org/works?filter=cites:W2888390390“,”counts_by_year“:[{“年份”:2024,”cited_by_count“:3},{“年度”:2023,”ciped_by_cunt“:4},”{“年”:2022,“cited_by_count”:2},“年份”:2021,”cited_by_count“,”创建日期“:”2018-08-31“}