{"id":"https://openalex.org/W2811002841","doi":"https://doi.org/10.1109/icphys.2018.8387670","title":"HyMn: Mining linear hybrid automata from input output traces of cyber-physical systems","display_name":"HyMn: Mining linear hybrid automata from input output traces of cyber-physical systems","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2811002841","doi":"https://doi.org/10.1109/icphys.2018.8387670","mag":"2811002841"},"language":"en","primary_location":{"id":"doi:10.1109/icphys.2018.8387670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2018.8387670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industrial Cyber-Physical Systems (ICPS)","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/A5019069864","display_name":"Imane Lamrani","orcid":"https://orcid.org/0000-0002-0003-066X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Imane Lamrani","raw_affiliation_strings":["iMPACT lab CISDE, Arizona State University, Tempe, AZ","Impact lab CISDE, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"iMPACT lab CISDE, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Impact lab CISDE, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606339","display_name":"Ayan Banerjee","orcid":"https://orcid.org/0000-0001-6529-1644"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayan Banerjee","raw_affiliation_strings":["iMPACT lab CISDE, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"iMPACT lab CISDE, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100601792","display_name":"Sandeep K. S. Gupta","orcid":"https://orcid.org/0000-0002-6108-5584"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandeep K. S. Gupta","raw_affiliation_strings":["iMPACT lab CISDE, Arizona State University, Tempe, AZ","Impact lab CISDE, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"iMPACT lab CISDE, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Impact lab CISDE, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019069864"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":3.5367,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93487976,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"264","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.994700014591217,"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":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.7665855288505554},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.7159155607223511},{"id":"https://openalex.org/keywords/hymn","display_name":"Hymn","score":0.6557568311691284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6328194737434387},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.267834335565567},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11821070313453674},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06171923875808716}],"concepts":[{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.7665855288505554},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7159155607223511},{"id":"https://openalex.org/C2777025665","wikidata":"https://www.wikidata.org/wiki/Q484692","display_name":"Hymn","level":2,"score":0.6557568311691284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6328194737434387},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.267834335565567},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11821070313453674},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06171923875808716},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphys.2018.8387670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphys.2018.8387670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W12265710","https://openalex.org/W187672038","https://openalex.org/W1599372093","https://openalex.org/W1941193032","https://openalex.org/W1995691455","https://openalex.org/W2006622443","https://openalex.org/W2027381650","https://openalex.org/W2084515220","https://openalex.org/W2118160043","https://openalex.org/W2129995532","https://openalex.org/W2153834233","https://openalex.org/W2165395673","https://openalex.org/W2200347630","https://openalex.org/W2209342067","https://openalex.org/W2338852180","https://openalex.org/W2400467521","https://openalex.org/W2734643729","https://openalex.org/W2782968733","https://openalex.org/W2963909162","https://openalex.org/W2991677281","https://openalex.org/W4242700588","https://openalex.org/W6712600208"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1498147143","https://openalex.org/W2567395580","https://openalex.org/W641232184","https://openalex.org/W3120541905","https://openalex.org/W4301874006","https://openalex.org/W4387024906","https://openalex.org/W4210541068","https://openalex.org/W2790093898","https://openalex.org/W4230880153"],"abstract_inverted_index":{"Hybrid":[0],"systems":[1,17,37,47,67],"are":[2,25,48,68,109],"versatile":[3],"in":[4,105],"modeling":[5],"the":[6,9,33,51,56,60,76,101,116,129,135,142],"interaction":[7],"between":[8],"cyber":[10],"and":[11,50,132],"physical":[12],"components":[13],"of":[14,30,32,42,75,115,118],"cyber-physical":[15],"control":[16,36,61,66,123,138],"(CPS)":[18],"such":[19,45,81],"as":[20],"artificial":[21],"pancreas":[22],"(AP).":[23],"They":[24],"typically":[26],"used":[27],"for":[28],"analysis":[29],"safety":[31],"human":[34,120],"centric":[35,121],"which":[38,59],"have":[39],"serious":[40],"consequences":[41],"failure.":[43],"As":[44],"hybrid":[46,95,107],"parameterized":[49],"variables":[52],"often":[53],"depend":[54],"on":[55,58],"subject":[57,77,102],"system":[62,96,108,131],"is":[63,139],"deployed.":[64],"Traditionally,":[65],"initially":[69],"developed":[70],"using":[71,141],"average":[72],"statistical":[73],"estimates":[74],"specific":[78,103,145],"parameters.":[79,146],"However,":[80],"excursions":[82],"may":[83],"lead":[84],"to":[85,128],"suboptimal":[86],"designs.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91],"propose":[92],"HyMn,":[93],"a":[94,106,119],"parameter":[97],"estimation":[98],"tool,":[99],"where":[100],"parameters":[104],"automatically":[110],"learned":[111,143],"from":[112],"experimental":[113],"traces":[114],"operation":[117],"CPS":[122],"system.":[124],"We":[125],"apply":[126],"HyMn":[127],"AP":[130],"show":[133],"that":[134],"blood":[136],"glucose":[137],"enhanced":[140],"patient":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
