{"id":"https://openalex.org/W3030426156","doi":"https://doi.org/10.1145/3373718.3394775","title":"Automata Learning","display_name":"Automata Learning","publication_year":2020,"publication_date":"2020-05-26","ids":{"openalex":"https://openalex.org/W3030426156","doi":"https://doi.org/10.1145/3373718.3394775","mag":"3030426156"},"language":"en","primary_location":{"id":"doi:10.1145/3373718.3394775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3373718.3394775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science","raw_type":"proceedings-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/A5049596655","display_name":"Henning Urbat","orcid":"https://orcid.org/0000-0002-3265-7168"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Henning Urbat","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073765060","display_name":"Lutz Schr\u00f6der","orcid":"https://orcid.org/0000-0002-3146-5906"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lutz Schr\u00f6der","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049596655"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":1.6236,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87193439,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"900","last_page":"914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9997000098228455,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9997000098228455,"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/T11567","display_name":"semigroups and automata theory","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9830999970436096,"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/computer-science","display_name":"Computer science","score":0.6619787812232971},{"id":"https://openalex.org/keywords/monad","display_name":"Monad (category theory)","score":0.628971517086029},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.561351478099823},{"id":"https://openalex.org/keywords/functor","display_name":"Functor","score":0.5412997007369995},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5025980472564697},{"id":"https://openalex.org/keywords/formal-language","display_name":"Formal language","score":0.49274948239326477},{"id":"https://openalex.org/keywords/algebraic-theory","display_name":"Algebraic theory","score":0.4702058434486389},{"id":"https://openalex.org/keywords/automata-theory","display_name":"Automata theory","score":0.4700027108192444},{"id":"https://openalex.org/keywords/regular-language","display_name":"Regular language","score":0.4590860903263092},{"id":"https://openalex.org/keywords/nested-word","display_name":"Nested word","score":0.4500473141670227},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.4471662938594818},{"id":"https://openalex.org/keywords/algebraic-number","display_name":"Algebraic number","score":0.3897792398929596},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.3555506765842438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3528779149055481},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3192610740661621},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3127909302711487},{"id":"https://openalex.org/keywords/quantum-finite-automata","display_name":"Quantum finite automata","score":0.2995832562446594}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619787812232971},{"id":"https://openalex.org/C33959348","wikidata":"https://www.wikidata.org/wiki/Q1630568","display_name":"Monad (category theory)","level":3,"score":0.628971517086029},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.561351478099823},{"id":"https://openalex.org/C156772000","wikidata":"https://www.wikidata.org/wiki/Q864475","display_name":"Functor","level":2,"score":0.5412997007369995},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5025980472564697},{"id":"https://openalex.org/C146072743","wikidata":"https://www.wikidata.org/wiki/Q192161","display_name":"Formal language","level":2,"score":0.49274948239326477},{"id":"https://openalex.org/C2779782106","wikidata":"https://www.wikidata.org/wiki/Q4724020","display_name":"Algebraic theory","level":3,"score":0.4702058434486389},{"id":"https://openalex.org/C116248031","wikidata":"https://www.wikidata.org/wiki/Q214526","display_name":"Automata theory","level":3,"score":0.4700027108192444},{"id":"https://openalex.org/C52370388","wikidata":"https://www.wikidata.org/wiki/Q752532","display_name":"Regular language","level":3,"score":0.4590860903263092},{"id":"https://openalex.org/C92117001","wikidata":"https://www.wikidata.org/wiki/Q6997829","display_name":"Nested word","level":5,"score":0.4500473141670227},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.4471662938594818},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.3897792398929596},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3555506765842438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3528779149055481},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3192610740661621},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3127909302711487},{"id":"https://openalex.org/C174327141","wikidata":"https://www.wikidata.org/wiki/Q176837","display_name":"Quantum finite automata","level":4,"score":0.2995832562446594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3373718.3394775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3373718.3394775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.75,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W13464662","https://openalex.org/W1494274610","https://openalex.org/W1526289988","https://openalex.org/W1548663088","https://openalex.org/W1643571618","https://openalex.org/W1724302595","https://openalex.org/W1793241515","https://openalex.org/W1972289972","https://openalex.org/W1989353904","https://openalex.org/W1989445634","https://openalex.org/W1998351225","https://openalex.org/W2008387578","https://openalex.org/W2008496712","https://openalex.org/W2020531742","https://openalex.org/W2028110117","https://openalex.org/W2054801208","https://openalex.org/W2081396910","https://openalex.org/W2086788473","https://openalex.org/W2088189323","https://openalex.org/W2103976262","https://openalex.org/W2120713972","https://openalex.org/W2125647096","https://openalex.org/W2295721640","https://openalex.org/W2326741977","https://openalex.org/W2480481610","https://openalex.org/W2500265108","https://openalex.org/W2535981059","https://openalex.org/W2583228413","https://openalex.org/W2608308811","https://openalex.org/W2914382977","https://openalex.org/W2947668860","https://openalex.org/W2963224910","https://openalex.org/W2991630671","https://openalex.org/W3030426156","https://openalex.org/W3099647739","https://openalex.org/W3103813054","https://openalex.org/W3188557745"],"related_works":["https://openalex.org/W1830421783","https://openalex.org/W1859991118","https://openalex.org/W4226430568","https://openalex.org/W2240836793","https://openalex.org/W4249711300","https://openalex.org/W1540583425","https://openalex.org/W2542146226","https://openalex.org/W430776923","https://openalex.org/W2233798833","https://openalex.org/W3042248883"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,28,59,78,89,109,116],"generic":[3],"categorical":[4,137],"framework":[5,122],"for":[6,108,149,154],"learning":[7,58,66,90,147],"unknown":[8],"formal":[9],"languages":[10,37,128,153,168],"of":[11,36,46,50,57,70,84,101,119,135,139,152],"various":[12],"types":[13,151],"(e.g.":[14],"finite":[15],"or":[16],"infinite":[17],"words,":[18],"weighted":[19],"and":[20,38,111,172],"nominal":[21,167],"languages).":[22],"Our":[23,121],"approach":[24],"is":[25,97],"parametric":[26],"in":[27,99],"monad":[29],"T":[30],"that":[31,54,129],"represents":[32],"the":[33,44,55,81,133],"given":[34],"type":[35],"their":[39],"recognizing":[40],"algebraic":[41,71],"structures.":[42],"Using":[43],"concept":[45],"an":[47,67],"automata":[48,140],"presentation":[49],"T-algebras,":[51],"we":[52,87,106],"demonstrate":[53],"task":[56],"T-recognizable":[60],"language":[61],"can":[62],"be":[63],"reduced":[64],"to":[65,124],"abstract":[68],"form":[69],"automaton":[72],"whose":[73],"transitions":[74],"are":[75],"modeled":[76],"by":[77],"functor.":[79],"For":[80],"important":[82],"case":[83],"adjoint":[85],"automata,":[86],"devise":[88],"algorithm":[91,96],"generalizing":[92],"Angluin's":[93],"L*.":[94],"The":[95],"phrased":[98],"terms":[100],"categorically":[102],"described":[103],"extension":[104],"steps;":[105],"provide":[107],"termination":[110],"complexity":[112],"analysis":[113],"based":[114],"on":[115],"dedicated":[117],"notion":[118],"finiteness.":[120],"applies":[123],"structures":[125],"like":[126],"\u03c9-regular":[127],"were":[130,159],"not":[131],"within":[132],"scope":[134],"existing":[136],"accounts":[138],"learning.":[141],"In":[142],"addition,":[143],"it":[144],"yields":[145],"new":[146],"algorithms":[148,158],"several":[150],"which":[155],"no":[156],"such":[157],"previously":[160],"known":[161],"at":[162],"all,":[163],"including":[164],"sorted":[165],"languages,":[166],"with":[169],"name":[170],"binding,":[171],"cost":[173],"functions.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2020-06-05T00:00:00"}
