{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T09:05:53Z","timestamp":1726045553280},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030315139"},{"type":"electronic","value":"9783030315146"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-31514-6_13","type":"book-chapter","created":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T23:03:06Z","timestamp":1569193386000},"page":"225-241","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Conformal Predictions for Hybrid System State Classification"],"prefix":"10.1007","author":[{"given":"Luca","family":"Bortolussi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesca","family":"Cairoli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicola","family":"Paoletti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Scott D.","family":"Stoller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,23]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Alur, R.: Formal verification of hybrid systems. In: 2011 Proceedings of the Ninth ACM International Conference on Embedded Software (EMSOFT), pp. 273\u2013278. IEEE (2011)","DOI":"10.1145\/2038642.2038685"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Bak, S., Johnson, T.T., Caccamo, M., Sha, L.: Real-time reachability for verified simplex design. In: 2014 IEEE Real-Time Systems Symposium (RTSS), pp. 138\u2013148. IEEE (2014)","DOI":"10.1109\/RTSS.2014.21"},{"key":"13_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/978-3-319-10512-3_3","volume-title":"Formal Modeling and Analysis of Timed Systems","author":"E Bartocci","year":"2014","unstructured":"Bartocci, E., Bortolussi, L., Sanguinetti, G.: Data-driven statistical learning of temporal logic properties. In: Legay, A., Bozga, M. (eds.) FORMATS 2014. LNCS, vol. 8711, pp. 23\u201337. Springer, Cham (2014). \n                      https:\/\/doi.org\/10.1007\/978-3-319-10512-3_3"},{"key":"13_CR4","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/j.ic.2016.01.004","volume":"247","author":"L Bortolussi","year":"2016","unstructured":"Bortolussi, L., Milios, D., Sanguinetti, G.: Smoothed model checking for uncertain continuous-time Markov chains. Inf. Comput. 247, 235\u2013253 (2016)","journal-title":"Inf. Comput."},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Bortolussi, L., Silvetti, S.: Bayesian statistical parameter synthesis for linear temporal properties of stochastic models. In: TACAS, pp. 396\u2013413 (2018)","DOI":"10.1007\/978-3-319-89963-3_23"},{"key":"13_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1007\/978-3-319-11936-6_8","volume-title":"Automated Technology for Verification and Analysis","author":"T Br\u00e1zdil","year":"2014","unstructured":"Br\u00e1zdil, T., et al.: Verification of Markov decision processes using learning algorithms. In: Cassez, F., Raskin, J.-F. (eds.) ATVA 2014. LNCS, vol. 8837, pp. 98\u2013114. Springer, Cham (2014). \n                      https:\/\/doi.org\/10.1007\/978-3-319-11936-6_8"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1007\/978-3-642-39799-8_18","volume-title":"Computer Aided Verification","author":"X Chen","year":"2013","unstructured":"Chen, X., \u00c1brah\u00e1m, E., Sankaranarayanan, S.: Flow*: an analyzer for non-linear hybrid systems. In: Sharygina, N., Veith, H. (eds.) CAV 2013. LNCS, vol. 8044, pp. 258\u2013263. Springer, Heidelberg (2013). \n                      https:\/\/doi.org\/10.1007\/978-3-642-39799-8_18"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Chen, X., Sankaranarayanan, S.: Model predictive real-time monitoring of linear systems. In: 2017 IEEE Real-Time Systems Symposium (RTSS), pp. 297\u2013306. IEEE (2017)","DOI":"10.1109\/RTSS.2017.00035"},{"key":"13_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1007\/978-3-319-17524-9_29","volume-title":"NASA Formal Methods","author":"X Chen","year":"2015","unstructured":"Chen, X., Schupp, S., Makhlouf, I.B., \u00c1brah\u00e1m, E., Frehse, G., Kowalewski, S.: A benchmark suite for hybrid systems reachability analysis. In: Havelund, K., Holzmann, G., Joshi, R. (eds.) NFM 2015. LNCS, vol. 9058, pp. 408\u2013414. Springer, Cham (2015). \n                      https:\/\/doi.org\/10.1007\/978-3-319-17524-9_29"},{"key":"13_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1007\/978-3-642-22110-1_30","volume-title":"Computer Aided Verification","author":"G Frehse","year":"2011","unstructured":"Frehse, G., et al.: SpaceEx: scalable verification of hybrid systems. In: Gopalakrishnan, G., Qadeer, S. (eds.) CAV 2011. LNCS, vol. 6806, pp. 379\u2013395. Springer, Heidelberg (2011). \n                      https:\/\/doi.org\/10.1007\/978-3-642-22110-1_30"},{"key":"13_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1007\/978-3-642-38574-2_14","volume-title":"Automated Deduction \u2013 CADE-24","author":"S Gao","year":"2013","unstructured":"Gao, S., Kong, S., Clarke, E.M.: dReal: an SMT solver for nonlinear theories over the reals. In: Bonacina, M.P. (ed.) CADE 2013. LNCS (LNAI), vol. 7898, pp. 208\u2013214. Springer, Heidelberg (2013). \n                      https:\/\/doi.org\/10.1007\/978-3-642-38574-2_14"},{"issue":"1","key":"13_CR12","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1145\/2914770.2837664","volume":"51","author":"P Garg","year":"2016","unstructured":"Garg, P., Neider, D., Madhusudan, P., Roth, D.: Learning invariants using decision trees and implication counterexamples. ACM SIGPLAN Not. 51(1), 499\u2013512 (2016)","journal-title":"ACM SIGPLAN Not."},{"issue":"1","key":"13_CR13","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1006\/jcss.1998.1581","volume":"57","author":"TA Henzinger","year":"1998","unstructured":"Henzinger, T.A., Kopke, P.W., Puri, A., Varaiya, P.: What\u2019s decidable about hybrid automata? J. Comput. Syst. Sci. 57(1), 94\u2013124 (1998)","journal-title":"J. Comput. Syst. Sci."},{"key":"13_CR14","doi-asserted-by":"crossref","unstructured":"Legay, A., Delahaye, B., Bensalem, S.: Statistical model checking: an overview. In: RV 2010. LNCS, vol. 6418, pp. 122\u2013135. Springer (2010)","DOI":"10.1007\/978-3-642-16612-9_11"},{"key":"13_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-27605-X","volume-title":"Testing Statistical Hypotheses","author":"EL Lehmann","year":"2006","unstructured":"Lehmann, E.L., Romano, J.P.: Testing Statistical Hypotheses. Springer, New York (2006). \n                      https:\/\/doi.org\/10.1007\/0-387-27605-X"},{"key":"13_CR16","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/978-3-319-31753-3_7","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"H Linusson","year":"2016","unstructured":"Linusson, H., Johansson, U., Bostr\u00f6m, H., L\u00f6fstr\u00f6m, T.: Reliable confidence predictions using conformal prediction. In: Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, J.Z., Wang, R. (eds.) PAKDD 2016. LNCS (LNAI), vol. 9651, pp. 77\u201388. Springer, Cham (2016). \n                      https:\/\/doi.org\/10.1007\/978-3-319-31753-3_7"},{"key":"13_CR17","unstructured":"Melluish, T., Saunders, C., Nouretdinov, I., Vovk, V.: The typicalness framework: a comparison with the Bayesian approach. Royal Holloway, University of London (2001)"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Papadopoulos, H.: Inductive conformal prediction: theory and application to neural networks. In: Tools in Artificial Intelligence. InTech (2008)","DOI":"10.5772\/6078"},{"key":"13_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1007\/978-3-030-01090-4_25","volume-title":"Automated Technology for Verification and Analysis","author":"D Phan","year":"2018","unstructured":"Phan, D., Paoletti, N., Zhang, T., Grosu, R., Smolka, S.A., Stoller, S.D.: Neural state classification for hybrid systems. In: Lahiri, S.K., Wang, C. (eds.) ATVA 2018. LNCS, vol. 11138, pp. 422\u2013440. Springer, Cham (2018). \n                      https:\/\/doi.org\/10.1007\/978-3-030-01090-4_25"},{"key":"13_CR20","volume-title":"Gaussian Processes for Machine Learning","author":"CE Rasmussen","year":"2006","unstructured":"Rasmussen, C.E., Williams, C.K.: Gaussian Processes for Machine Learning, vol. 1. MIT Press, Cambridge (2006)"},{"key":"13_CR21","unstructured":"Sauter, G., Dierks, H., Fr\u00e4nzle, M., Hansen, M.R.: Lightweight hybrid model checking facilitating online prediction of temporal properties. In: Proceedings of the 21st Nordic Workshop on Programming Theory, pp. 20\u201322 (2009)"},{"key":"13_CR22","unstructured":"Vovk, V., Gammerman, A., Shafer, G.: Algorithmic learning in a random world (2005)"},{"issue":"2","key":"13_CR23","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1214\/aoms\/1177731118","volume":"16","author":"A Wald","year":"1945","unstructured":"Wald, A.: Sequential tests of statistical hypotheses. Ann. Math. Stat. 16(2), 117\u2013186 (1945)","journal-title":"Ann. Math. Stat."}],"container-title":["Lecture Notes in Computer Science","From Reactive Systems to Cyber-Physical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-31514-6_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T23:27:21Z","timestamp":1569194841000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-31514-6_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030315139","9783030315146"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-31514-6_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"23 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}