{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T12:19:25Z","timestamp":1763727565483,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030313036"},{"type":"electronic","value":"9783030313043"}],"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\/978-3-030-31304-3_11","type":"book-chapter","created":{"date-parts":[[2019,9,16]],"date-time":"2019-09-16T16:02:46Z","timestamp":1568649766000},"page":"207-223","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Reachability Design Through Approximate Bayesian Computation"],"prefix":"10.1007","author":[{"given":"Mahmoud","family":"Bentriou","sequence":"first","affiliation":[]},{"given":"Paolo","family":"Ballarini","sequence":"additional","affiliation":[]},{"given":"Paul-Henry","family":"Courn\u00e8de","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,9,17]]},"reference":[{"key":"11_CR1","unstructured":"Nunes, M.A., Balding, D.J. On optimal selection of summary statistics for approximate Bayesian computation. Stat. Appl. Genet. Mol. Biol. 9 (2010). Article no. 34"},{"key":"11_CR2","unstructured":"Baier, C.: On algorithmic verification methods for probabilistic systems. Habilitation thesis, Fakult\u00e4t f\u00fcr Mathematik & Informatik, Universit\u00e4t Mannheim (1998)"},{"key":"11_CR3","volume-title":"Principles of Model Checking","author":"C Baier","year":"2008","unstructured":"Baier, C., Katoen, J.-P.: Principles of Model Checking. MIT Press, Cambridge (2008)"},{"key":"11_CR4","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.peva.2015.04.003","volume":"90","author":"P Ballarini","year":"2015","unstructured":"Ballarini, P., Barbot, B., Duflot, M., Haddad, S., Pekergin, N.: HASL: a new approach for performance evaluation and model checking from concepts to experimentation. Perform. Eval. 90, 53\u201377 (2015)","journal-title":"Perform. Eval."},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Ballarini, P., Djafri, H., Duflot, M., Haddad, S., Pekergin, N.: COSMOS: a statistical model checker for the hybrid automata stochastic logic. In: Proceedings of the 8th International Conference on Quantitative Evaluation of Systems (QEST 2011), pp. 143\u2013144. IEEE Computer Society Press, September 2011","DOI":"10.1109\/QEST.2011.24"},{"issue":"4","key":"11_CR6","doi-asserted-by":"publisher","first-page":"983","DOI":"10.1093\/biomet\/asp052","volume":"96","author":"MA Beaumont","year":"2009","unstructured":"Beaumont, M.A., Cornuet, J.-M., Marin, J.-M., Robert, C.P.: Adaptive approximate Bayesian computation. Biometrika 96(4), 983\u2013990 (2009)","journal-title":"Biometrika"},{"issue":"1","key":"11_CR7","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1137\/141000671","volume":"59","author":"J Bezanson","year":"2017","unstructured":"Bezanson, J., Edelman, A., Karpinski, S., Shah, V.: Julia: a fresh approach to numerical computing. SIAM Rev. 59(1), 65\u201398 (2017)","journal-title":"SIAM Rev."},{"key":"11_CR8","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":"11_CR9","volume-title":"Model Checking","author":"EM Clarke","year":"1999","unstructured":"Clarke, E.M., Grumberg, O., Peled, D.A.: Model Checking. MIT Press, Cambridge (1999)"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Dehnert, C., Junges, S., Katoen, J.-P., Volk, M.: A storm is coming: a modern probabilistic model checker. In: Proceedings of the 29th International Conference on Computer Aided Verification (CAV 2017) (2017)","DOI":"10.1007\/978-3-319-63390-9_31"},{"issue":"3","key":"11_CR11","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1111\/j.1467-9868.2006.00553.x","volume":"68","author":"P Moral Del","year":"2006","unstructured":"Del Moral, P., Doucet, A., Jasra, A.: Sequential Monte Carlo samplers. J. R. Stat. Soc. B 68(3), 411\u2013436 (2006)","journal-title":"J. R. Stat. Soc. B"},{"key":"11_CR12","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1109\/TSE.2008.108","volume":"35","author":"S Donatelli","year":"2009","unstructured":"Donatelli, S., Haddad, S., Sproston, J.: Model checking timed and stochastic properties with \n                      \n                        \n                      \n                      $$CSL^{TA}$$\n                      \n                        \n                          \n                            C\n                            S\n                            \n                              L\n                              \n                                TA\n                              \n                            \n                          \n                        \n                      \n                    . IEEE Trans. Softw. Eng. 35, 224\u2013240 (2009)","journal-title":"IEEE Trans. Softw. Eng."},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Donz\u00e9, A.: Breach, a toolbox for verification and parameter synthesis of hybrid systems. In: International Conference on Computer Aided Verification, pp. 167\u2013170 (2010)","DOI":"10.1007\/978-3-642-14295-6_17"},{"key":"11_CR14","doi-asserted-by":"crossref","unstructured":"Haghighi, I., Jones, A., Kong, Z., Bartocci, E., Gros, R., Belta, C.: SpaTeL: a novel spatial-temporal logic and its applications to networked systems. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, pp. 189\u2013198 (2015)","DOI":"10.1145\/2728606.2728633"},{"issue":"6","key":"11_CR15","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1007\/s00236-016-0265-2","volume":"54","author":"M Ceska Jr","year":"2017","unstructured":"Ceska Jr., M., Dannenberg, F., Paoletti, N., Kwiatkowska, M., Brim, L.: Precise parameter synthesis for stochastic biochemical systems. Acta Inf. 54(6), 589\u2013623 (2017)","journal-title":"Acta Inf."},{"key":"11_CR16","unstructured":"Koutroumpas, K., Ballarini, P., Votsi, I., Courn\u00e8de, P.H.: An infinite mixture models approach. In: Bioinformatics, Bayesian parameter estimation for the Wnt pathway (2016)"},{"key":"11_CR17","unstructured":"Kulkarni, V.G.: Modeling and Analysis of Stochastic Systems, 3rd edn. Chapman & Hall\/CRC Texts in Statistical Science. CRC Press, Boca Raton (2016)"},{"key":"11_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1007\/978-3-540-72522-0_6","volume-title":"Formal Methods for Performance Evaluation","author":"M Kwiatkowska","year":"2007","unstructured":"Kwiatkowska, M., Norman, G., Parker, D.: Stochastic model checking. In: Bernardo, M., Hillston, J. (eds.) SFM 2007. LNCS, vol. 4486, pp. 220\u2013270. Springer, Heidelberg (2007). \n                      https:\/\/doi.org\/10.1007\/978-3-540-72522-0_6"},{"key":"11_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/3-540-46029-2_13","volume-title":"Computer Performance Evaluation: Modelling Techniques and Tools","author":"M Kwiatkowska","year":"2002","unstructured":"Kwiatkowska, M., Norman, G., Parker, D.: PRISM: probabilistic symbolic model checker. In: Field, T., Harrison, P.G., Bradley, J., Harder, U. (eds.) TOOLS 2002. LNCS, vol. 2324, pp. 200\u2013204. Springer, Heidelberg (2002). \n                      https:\/\/doi.org\/10.1007\/3-540-46029-2_13"},{"key":"11_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/978-3-319-47166-2_6","volume-title":"Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques","author":"A Legay","year":"2016","unstructured":"Legay, A., Sedwards, S., Traonouez, L.-M.: Plasma lab: a modular statistical model checking platform. In: Margaria, T., Steffen, B. (eds.) ISoLA 2016. LNCS, vol. 9952, pp. 77\u201393. Springer, Cham (2016). \n                      https:\/\/doi.org\/10.1007\/978-3-319-47166-2_6"},{"key":"11_CR21","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1186\/s12918-016-0324-x","volume":"10","author":"O Lenive","year":"2016","unstructured":"Lenive, O., Kirk, P.D.W., Stumpf, M.P.H.: Inferring extrinsic noise from single-cell gene expression data using approximate Bayesian computation. BMC Syst. Biol. 10, 81 (2016)","journal-title":"BMC Syst. Biol."},{"key":"11_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1007\/978-3-540-30206-3_12","volume-title":"Formal Techniques, Modelling and Analysis of Timed and Fault-Tolerant Systems","author":"O Maler","year":"2004","unstructured":"Maler, O., Nickovic, D.: Monitoring temporal properties of continuous signals. In: Lakhnech, Y., Yovine, S. (eds.) FORMATS\/FTRTFT-2004. LNCS, vol. 3253, pp. 152\u2013166. Springer, Heidelberg (2004). \n                      https:\/\/doi.org\/10.1007\/978-3-540-30206-3_12"},{"issue":"6","key":"11_CR23","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1007\/s11222-011-9288-2","volume":"22","author":"J-M Marin","year":"2012","unstructured":"Marin, J.-M., Pudlo, P., Robert, C.P., Ryder, R.J.: Approximate Bayesian computational methods. Stat. Comput. 22(6), 1167\u20131180 (2012)","journal-title":"Stat. Comput."},{"key":"11_CR24","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/978-3-642-18743-8_5","volume-title":"Monte Carlo and Quasi-Monte Carlo Methods 2002","author":"V Plagnol","year":"2004","unstructured":"Plagnol, V., Tavar\u00e9, S.: Approximate Bayesian computation and MCMC. In: Niederreiter, H. (ed.) Monte Carlo and Quasi-Monte Carlo Methods 2002, pp. 99\u2013113. Springer, Heidelberg (2004). \n                      https:\/\/doi.org\/10.1007\/978-3-642-18743-8_5"},{"issue":"12","key":"11_CR25","doi-asserted-by":"publisher","first-page":"1791","DOI":"10.1093\/oxfordjournals.molbev.a026091","volume":"16","author":"JK Pritchard","year":"1999","unstructured":"Pritchard, J.K., Seielstad, M.T., Perez-Lezaun, A., Feldman, M.W.: Population growth of human Y chromosomes: a study of Y chromosome microsatellites. Mol. Biol. Evol. 16(12), 1791\u20131798 (1999)","journal-title":"Mol. Biol. Evol."},{"key":"11_CR26","doi-asserted-by":"publisher","first-page":"10576","DOI":"10.1073\/pnas.0807882106","volume":"106","author":"O Ratmann","year":"2009","unstructured":"Ratmann, O., Andrieu, C., Wiuf, C., Richardson, S.: Model criticism based on likelihood-free inference, with an application to protein network evolution. Proc. Natl. Acad. Sci. 106, 10576\u201310581 (2009)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"11_CR27","doi-asserted-by":"crossref","unstructured":"Sen, K., Viswanathan, M., Agha, G.: VESTA: a statistical model-checker and analyzer for probabilistic systems. In: Second International Conference on the Quantitative Evaluation of Systems (QEST 2005), pp. 251\u2013252, September 2005","DOI":"10.1109\/QEST.2005.42"},{"key":"11_CR28","doi-asserted-by":"crossref","unstructured":"Sisson, S.A., Fan, Y., Beaumont, M.A.: Overview of approximate Bayesian computation (1), 1\u201366 (2018)","DOI":"10.1201\/9781315117195"},{"issue":"31","key":"11_CR29","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1098\/rsif.2008.0172","volume":"6","author":"T Toni","year":"2009","unstructured":"Toni, T., Welch, D., Strelkowa, N., Ipsen, A., Stumpf, M.P.H.: Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems. J. R. Soc. Interface 6(31), 187\u2013202 (2009)","journal-title":"J. R. Soc. Interface"},{"key":"11_CR30","unstructured":"Viaud, G.: Statistical methods for the genotypic differentiation of plants using growth models. Universit\u00e9 Paris-Saclay, Theses (2018)"},{"key":"11_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1007\/11513988_43","volume-title":"Computer Aided Verification","author":"HLS Younes","year":"2005","unstructured":"Younes, H.L.S.: Ymer: a statistical model checker. In: Etessami, K., Rajamani, S.K. (eds.) CAV 2005. LNCS, vol. 3576, pp. 429\u2013433. Springer, Heidelberg (2005). \n                      https:\/\/doi.org\/10.1007\/11513988_43"}],"container-title":["Lecture Notes in Computer Science","Computational Methods in Systems Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-31304-3_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,17]],"date-time":"2019-09-17T01:02:54Z","timestamp":1568682174000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-31304-3_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030313036","9783030313043"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-31304-3_11","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":"17 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CMSB","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Methods in Systems Biology","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Trieste","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cmsb2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/cmsb2019.units.it\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"53","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"14","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"11","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"26% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"7 tool papers were accepted; average number of reviewers\/paper for the short papers: 1.5","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}