{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T00:49:50Z","timestamp":1772498990219,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T00:00:00Z","timestamp":1427846400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T00:00:00Z","timestamp":1427846400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T00:00:00Z","timestamp":1427846400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2015,4,1]],"date-time":"2015-04-01T00:00:00Z","timestamp":1427846400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"NSERC","doi-asserted-by":"publisher","award":["FA8750-12-2-0107"],"award-info":[{"award-number":["FA8750-12-2-0107"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006785","name":"Google","doi-asserted-by":"publisher","award":["FA8750-12-2-0107"],"award-info":[{"award-number":["FA8750-12-2-0107"]}],"id":[{"id":"10.13039\/100006785","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Microsoft Research via a SEIF","award":["FA8750-12-2-0107"],"award-info":[{"award-number":["FA8750-12-2-0107"]}]},{"DOI":"10.13039\/100000185","name":"DARPA","doi-asserted-by":"publisher","award":["FA8750-12-2-0107"],"award-info":[{"award-number":["FA8750-12-2-0107"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CNS-0963754"],"award-info":[{"award-number":["CNS-0963754"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CCF-1016701"],"award-info":[{"award-number":["CCF-1016701"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IIEEE Trans. Software Eng."],"published-print":{"date-parts":[[2015,4,1]]},"DOI":"10.1109\/tse.2014.2369047","type":"journal-article","created":{"date-parts":[[2014,11,10]],"date-time":"2014-11-10T19:33:04Z","timestamp":1415647984000},"page":"408-428","source":"Crossref","is-referenced-by-count":42,"title":["Using Declarative Specification to Improve the Understanding, Extensibility, and Comparison of Model-Inference Algorithms"],"prefix":"10.1109","volume":"41","author":[{"given":"Ivan","family":"Beschastnikh","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3027-7986","authenticated-orcid":false,"given":"Yuriy","family":"Brun","sequence":"additional","affiliation":[]},{"given":"Jenny","family":"Abrahamson","sequence":"additional","affiliation":[]},{"given":"Michael D.","family":"Ernst","sequence":"additional","affiliation":[]},{"given":"Arvind","family":"Krishnamurthy","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2008.35"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2001.919096"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2491411.2491434"},{"key":"ref32","year":"0"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2007.138"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2012.14"},{"key":"ref37","article-title":"The sk-strings method for inferring PFSA","author":"raman","year":"0","journal-title":"Proc Workshop Automata Inductive Grammatical Inference Language Acquisition"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.2010.5609576"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.1977.32"},{"key":"ref34","first-page":"19","article-title":"Behavioral resource-aware model inference","author":"ohmann","year":"0","journal-title":"Proc IEEE Int Conf Automated Software Engineering"},{"key":"ref10","first-page":"139","article-title":"Learning stochastic regular grammars by means of a state merging method","author":"carrasco","year":"0","journal-title":"Proc 2nd Int Colloquium on Grammatical Inference and Applicat"},{"key":"ref40","first-page":"5:1","article-title":"Experience mining Google&#x2019;s production console logs","author":"xu","year":"0","journal-title":"Proc Workshop Manag Syst Log Anal Mach Learn Techn"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIME.2003.1214874"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/287000.287001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/32.908957"},{"key":"ref14","first-page":"123","article-title":"Detection of web service substitutability and composability","author":"ernst","year":"0","journal-title":"Proc Int Workshop Web Serv &#x2014;Modeling Testing"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1453101.1453150"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2393596.2393598"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(67)91165-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/581376.581377"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44685-0_5"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1595696.1595761"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1595696.1595719"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1858996.1859081"},{"key":"ref3","article-title":"Temporal data mining: An overview","author":"antunes","year":"0","journal-title":"Proc Workshop Temporal Data Mining"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568246"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1368088.1368157"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2013.6606571"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TC.1972.5009015"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2025113.2025151"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/0022-0000(80)90041-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2009.89"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1287624.1287630"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-417750-5.50022-1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2012.6227128"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2635868.2635890"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICECCS.2011.18"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MEMCOD.2011.5970509"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1134285.1134325"},{"key":"ref23","article-title":"Specification mining: New formalisms, algorithms and applications","author":"li","year":"2014"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1181775.1181808"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/WCRE.2006.47"}],"container-title":["IEEE Transactions on Software Engineering"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/32\/7086145\/6951474-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/32\/7086145\/06951474.pdf?arnumber=6951474","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:48:20Z","timestamp":1649443700000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6951474\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,1]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tse.2014.2369047","relation":{},"ISSN":["0098-5589","1939-3520"],"issn-type":[{"value":"0098-5589","type":"print"},{"value":"1939-3520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,1]]}}}