{"id":"https://openalex.org/W4386365684","doi":"https://doi.org/10.18293/seke2023-156","title":"L*-Based Learning of Probabilistic Timed Automata with One Clock (S)","display_name":"L*-Based Learning of Probabilistic Timed Automata with One Clock (S)","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365684","doi":"https://doi.org/10.18293/seke2023-156"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-156","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-156","pdf_url":"http://dx.doi.org/10.18293/seke2023-156","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dx.doi.org/10.18293/seke2023-156","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101753958","display_name":"Rong Wu","orcid":"https://orcid.org/0000-0002-1772-2339"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Wu","raw_affiliation_strings":["School of Software Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101753958"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10942175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2023","issue":null,"first_page":"511","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","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/T12072","display_name":"Machine Learning and Algorithms","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/T10142","display_name":"Formal Methods in Verification","score":0.9993000030517578,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/correctness","display_name":"Correctness","score":0.7883536219596863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7492483258247375},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7230547666549683},{"id":"https://openalex.org/keywords/probabilistic-automaton","display_name":"Probabilistic automaton","score":0.5714585781097412},{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.5345126390457153},{"id":"https://openalex.org/keywords/timed-automaton","display_name":"Timed automaton","score":0.5275221467018127},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5155975222587585},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4886053204536438},{"id":"https://openalex.org/keywords/communication-source","display_name":"Communication source","score":0.4549545347690582},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.4457378089427948},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.42757201194763184},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40912652015686035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.305044949054718}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7883536219596863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7492483258247375},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7230547666549683},{"id":"https://openalex.org/C174784677","wikidata":"https://www.wikidata.org/wiki/Q176567","display_name":"Probabilistic automaton","level":3,"score":0.5714585781097412},{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.5345126390457153},{"id":"https://openalex.org/C30788636","wikidata":"https://www.wikidata.org/wiki/Q7805517","display_name":"Timed automaton","level":3,"score":0.5275221467018127},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5155975222587585},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4886053204536438},{"id":"https://openalex.org/C198104137","wikidata":"https://www.wikidata.org/wiki/Q974688","display_name":"Communication source","level":2,"score":0.4549545347690582},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.4457378089427948},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.42757201194763184},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40912652015686035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.305044949054718},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2023-156","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-156","pdf_url":"http://dx.doi.org/10.18293/seke2023-156","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-156","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-156","pdf_url":"http://dx.doi.org/10.18293/seke2023-156","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365684.pdf","grobid_xml":"https://content.openalex.org/works/W4386365684.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W106209860","https://openalex.org/W1499514499","https://openalex.org/W1529010373","https://openalex.org/W1862398452","https://openalex.org/W1989445634","https://openalex.org/W2082863623","https://openalex.org/W2095602520","https://openalex.org/W2600860451","https://openalex.org/W2884635497","https://openalex.org/W2974528425","https://openalex.org/W3115515668","https://openalex.org/W4206634491","https://openalex.org/W4290419763","https://openalex.org/W6605254786","https://openalex.org/W6767955669","https://openalex.org/W6777653144"],"related_works":["https://openalex.org/W2103487065","https://openalex.org/W2026879508","https://openalex.org/W2496418340","https://openalex.org/W2155870982","https://openalex.org/W2803580888","https://openalex.org/W2009363597","https://openalex.org/W2952879193","https://openalex.org/W2042728676","https://openalex.org/W97133087","https://openalex.org/W2097847787"],"abstract_inverted_index":{"Probabilistic":[0],"timed":[1],"automata":[2],"(PTAs)":[3],"allow":[4],"for":[5,20,35],"analyzing":[6],"systems":[7],"which":[8,41],"operate":[9],"under":[10],"the":[11,47,52,60,79,86,97],"existence":[12],"of":[13,62,81,88,99],"both":[14],"probability":[15],"and":[16,58,75,91],"time.Probabilistic":[17],"model":[18],"checking":[19],"PTAs":[21,36],"requires":[22],"formal":[23],"models":[24],"as":[25],"a":[26,32],"basis.In":[27],"this":[28],"paper,":[29],"we":[30,50],"consider":[31],"learning":[33,67,83,101],"algorithm":[34,84],"with":[37,78],"one":[38],"clock":[39],"(OPTAs)":[40],"extends":[42],"Angluin's":[43],"L":[44],"*":[45],"algorithm.For":[46],"black-box":[48],"systems,":[49],"estimate":[51],"probabilities":[53],"by":[54],"sampling":[55],"system":[56],"traces,":[57],"apply":[59],"framework":[61],"Probably":[63],"Approximately":[64],"Correct":[65],"(PAC)":[66],"to":[68,73],"provide":[69],"correctness":[70],"guarantees":[71],"respect":[72],"error":[74],"confidence":[76],"parameters.Experiments":[77],"implementation":[80],"our":[82,100],"include":[85],"sender":[87],"CSMA/CD":[89],"protocol":[90],"randomly":[92],"generated":[93],"examples.Evaluating":[94],"results":[95],"show":[96],"effectiveness":[98],"algorithm.":[102]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-10-10T00:00:00"}
