{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T14:07:06Z","timestamp":1761833226265,"version":"build-2065373602"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,4,1]],"date-time":"2014-04-01T00:00:00Z","timestamp":1396310400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,4,1]],"date-time":"2014-04-01T00:00:00Z","timestamp":1396310400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Autom. Comput."],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1007\/s11633-014-0779-4","type":"journal-article","created":{"date-parts":[[2014,4,7]],"date-time":"2014-04-07T19:39:51Z","timestamp":1396899591000},"page":"180-188","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["New Results on PWARX Model Identification Based on Clustering Approach"],"prefix":"10.1007","volume":"11","author":[{"given":"Zeineb","family":"Lassoued","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kamel","family":"Abderrahim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,3,12]]},"reference":[{"issue":"8","key":"779_CR1","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1109\/81.168933","volume":"39","author":"J N Lin","year":"1992","unstructured":"J. N. Lin, R. Unbehauen. Canonical piecewise-linear approximations. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 39, no. 8, pp. 697\u2013699, 1992.","journal-title":"IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications"},{"issue":"1","key":"779_CR2","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1109\/9.109637","volume":"37","author":"X Feng","year":"1992","unstructured":"X. Feng, K. A. Loparo, Y. Ji, H. J. Chizeck. Stochastic stability properties of jump linear systems. IEEE Transactions on Automatic Control, vol. 37, no. 1, pp. 38\u201353, 1992.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"3","key":"779_CR3","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1109\/78.905890","volume":"49","author":"A Doucet","year":"2001","unstructured":"A. Doucet, N. J. Gordon, V. Krishnamurthy. Particle filters for state estimation of jump Markov linear systems. IEEE Transactions on Signal Processing, vol. 49, no. 3, pp. 613\u2013624, 2001.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"779_CR4","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/S0005-1098(98)00178-2","volume":"35","author":"A Bemporad","year":"1999","unstructured":"A. Bemporad, M. Morari. Control of systems integrating logic, dynamics, and constraints. Automatica, vol. 35, pp. 407\u2013428, 1999.","journal-title":"Automatica"},{"issue":"10","key":"779_CR5","doi-asserted-by":"publisher","first-page":"1864","DOI":"10.1109\/TAC.2000.880987","volume":"45","author":"A Bemporad","year":"2000","unstructured":"A. Bemporad, G. Ferrari-Trecate, M. Morari. Observability and controllability of piecewise affine and hybrid systems. IEEE Transactions on Automatic Control, vol. 45, no. 10, pp. 1864\u20131876, 2000.","journal-title":"IEEE Transactions on Automatic Control"},{"key":"779_CR6","series-title":"Technical Report bds 00-04: Control Systems Engineering","volume-title":"On Model Predictive Control for Max-min-plus-scaling Discrete Event Systems","author":"B De Schutter","year":"2000","unstructured":"B. De Schutter, T. J. J. Van den Boom. On Model Predictive Control for Max-min-plus-scaling Discrete Event Systems, Technical Report bds 00-04: Control Systems Engineering, Faculty of Information Technology and Systems, Delft University of Technology, The Netherlands, 2000."},{"issue":"4","key":"779_CR7","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1109\/9.664151","volume":"43","author":"A van der Schaft","year":"1998","unstructured":"A. van der Schaft, J. M. Schumacher. Complementarity modeling of hybrid systems. IEEE Transactions on Automatic Control, vol. 43, no. 4, pp. 483\u2013490, 1998.","journal-title":"IEEE Transactions on Automatic Control"},{"key":"779_CR8","first-page":"3978","volume-title":"Optimal control of a class of linear hybrid systems with saturation","author":"B De Schutter","year":"1999","unstructured":"B. De Schutter. Optimal control of a class of linear hybrid systems with saturation. In Proceedings of the 38th IEEE Conference on Decision and Control, IEEE, Phoenix, AZ, vol. 4, USA, pp. 3978\u20133983, 1999."},{"key":"779_CR9","first-page":"364","volume-title":"On the equivalence of classes of hybrid dynamical models","author":"W P M H Heemels","year":"2001","unstructured":"W. P. M. H. Heemels, B. De Schutter, A. Bemporad. On the equivalence of classes of hybrid dynamical models. In Proceedings of the 40th IEEE Conference on Decision and Control, IEEE, Orlando, FL, USA, vol. 1, pp. 364\u2013369, 2001."},{"key":"779_CR10","first-page":"356","volume-title":"Recovering piecewise affine maps by sparse optimization","author":"L Bako","year":"2012","unstructured":"L. Bako, K. Boukharouba, S. Lecoeuche. Recovering piecewise affine maps by sparse optimization. In Proceedings of IFAC Conference on System Identification, IFAC, Brussels, Belgium, vol. 16, no. 1, pp. 356\u2013361, 2012."},{"issue":"4","key":"779_CR11","doi-asserted-by":"publisher","first-page":"668","DOI":"10.1016\/j.automatica.2011.01.036","volume":"47","author":"L Bako","year":"2011","unstructured":"L. Bako. Identification of switched linear systems via sparse optimization. Automatica, vol. 47, no. 4, pp. 668\u2013677, 2011.","journal-title":"Automatica"},{"issue":"2","key":"779_CR12","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/S0005-1098(02)00224-8","volume":"39","author":"G Ferrari-Trecate","year":"2003","unstructured":"G. Ferrari-Trecate, M. Muselli, D. Liberati, M. Morari. A clustering technique for the identification of piecewise affine systems. Automatica, vol. 39, no. 2, pp. 205\u2013217, 2003.","journal-title":"Automatica"},{"key":"779_CR13","first-page":"354","volume-title":"Comparison of four procedures for the identification of hybrid systems","author":"A L Juloski","year":"2005","unstructured":"A. L. Juloski, W. P. M. H. Heemels, G. Ferrari-Trecate, R. Vidal, S. Paoletti, J. H. G. Niessen. Comparison of four procedures for the identification of hybrid systems. In Proceedings of the 8th International Conference on Hybrid Systems: Computation and Control, Springer-Verlag, Berlin Heidelberg, pp. 354\u2013369, 2005."},{"issue":"2","key":"779_CR14","first-page":"233","volume":"5","author":"Y Tian","year":"2011","unstructured":"Y. Tian, T. Floquet, L. Belkoura, W. Perruquetti. Algebraic switching time identification for a class of linear hybrid systems. Nonlinear Analysis: Hybrid Systems, vol. 5, no. 2, pp. 233\u2013241, 2011.","journal-title":"Nonlinear Analysis: Hybrid Systems"},{"issue":"10","key":"779_CR15","doi-asserted-by":"publisher","first-page":"1520","DOI":"10.1109\/TAC.2005.856649","volume":"50","author":"A Juloski","year":"2005","unstructured":"A. Juloski, S. Weiland, W. P. M. H. Heemels. A bayesian approach to identification of hybrid systems. IEEE Transactions on Automatic Control, vol. 50, no. 10, pp. 1520\u2013533, 2005.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"10","key":"779_CR16","doi-asserted-by":"publisher","first-page":"1567","DOI":"10.1109\/TAC.2005.856667","volume":"50","author":"A Bemporad","year":"2005","unstructured":"A. Bemporad, A. Garulli, S. Paoletti, A. Vicino. A bounded-error approach to piecewise affine system identification. IEEE Transactions on Automatic Control, vol. 50, no. 10, pp. 1567\u20131580, 2005.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"12","key":"779_CR17","doi-asserted-by":"publisher","first-page":"2139","DOI":"10.1016\/S0005-1098(02)00142-5","volume":"38","author":"G Ferrari-Trecate","year":"2002","unstructured":"G. Ferrari-Trecate, F. Cuzzola, D. Mignone, M. Morari. Analysis of discrete-time piecewise affine and hybrid systems. Automatica, vol. 38, no. 12, pp. 2139\u20132146, 2002.","journal-title":"Automatica"},{"key":"779_CR18","doi-asserted-by":"crossref","unstructured":"G. Ferrari-Trecate, M. Muselli. Single-linkage clustering for optimal classification in piecewise affine regression. In Proceedings of IFAC Conference on Analysis and Design of Hybrid Systems, IFAC, pp. 33\u201338, 2003.","DOI":"10.1016\/S1474-6670(17)36403-0"},{"issue":"5","key":"779_CR19","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1016\/j.automatica.2004.12.005","volume":"41","author":"H Nakada","year":"2005","unstructured":"H. Nakada, K. Takaba, T. Katayama. Identification of piecewise affine systems based on statistical clustering technique. Automatica, vol. 41, no. 5, pp. 905\u2013913, 2005.","journal-title":"Automatica"},{"key":"779_CR20","series-title":"Ph. D. dissertation","volume-title":"Modeisation et Classification de Comportements Dynamiques Des Systemes Hybrides","author":"K Boukharouba","year":"2011","unstructured":"K. Boukharouba. Modeisation et Classification de Comportements Dynamiques Des Systemes Hybrides, Ph. D. dissertation, Universite de Lille, France, 2011. (in French)"},{"key":"779_CR21","first-page":"1662","volume-title":"Identification of piecewise affine systems based on dempster-shafer theory","author":"K Boukharouba","year":"2009","unstructured":"K. Boukharouba, L. Bako, S. Lecoeuche. Identification of piecewise affine systems based on dempster-shafer theory. In Proceedings of IFAC Conference on System Identification, IFAC, Saint-Malo, France, vol. 15, no. 1, pp. 1662\u20131667, 2009."},{"issue":"2","key":"779_CR22","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1023\/A:1009745219419","volume":"2","author":"J Sander","year":"1998","unstructured":"J. Sander, M. Ester, H. P. Kriegel, X. W. Xu. Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications. Data Mining and Knowledge Discovery, Springer, vol. 2, no. 2, pp. 169\u2013194, 1998.","journal-title":"Data Mining and Knowledge Discovery, Springer"},{"issue":"2","key":"779_CR23","first-page":"212","volume":"2","author":"C G Chaudhari","year":"2012","unstructured":"Chaudhari Chaitali G. Optimizing clustering technique based on partitioning DBSCAN and ant clustering algorithm. International Journal of Engineering and Advanced Technology (IJEAT), vol. 2, no. 2, pp. 212\u2013215, 2012.","journal-title":"International Journal of Engineering and Advanced Technology (IJEAT)"},{"key":"779_CR24","volume-title":"Support Vector Machines","author":"S Ingo","year":"2008","unstructured":"S. Ingo, C. Andreas. Support Vector Machines, Berlin, Germany: Springer, 2008."},{"key":"779_CR25","unstructured":"R. O. Duda, P. E. Hart, D. G. Stork. Pattern Classification and Scene Analysis, New York: Wiley."},{"issue":"2","key":"779_CR26","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"C Hsu","year":"2002","unstructured":"C. Hsu, C. Lin. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, vol. 13, no. 2, pp. 415\u2013425, 2002.","journal-title":"IEEE Transactions on Neural Networks"},{"key":"779_CR27","first-page":"219","volume-title":"Support vector machines for multi-class pattern recognition","author":"J Weston","year":"1999","unstructured":"J. Weston, C. Watkins. Support vector machines for multi-class pattern recognition. In Proceedings of the 7th European Symposium on Artificial Neural Networks, IEEE, Bruges, Belgium, vol. 4, pp. 219\u2013224, 1999."},{"key":"779_CR28","doi-asserted-by":"crossref","unstructured":"M. T. Elbatta, R. M. Bolbol, W. M. Ashour. A vibration method for discovering density varied clusters. ISRN Artificial Intelligence, vol. 2012, Article ID 723516, 2011.","DOI":"10.5402\/2012\/723516"},{"key":"779_CR29","first-page":"281","volume-title":"Traffic classification using clustering algorithms","author":"J Erman","year":"2006","unstructured":"J. Erman, M. Arlitt, A. Mahanti. Traffic classification using clustering algorithms. In Proceedings of the 2006 SIGCOMM Workshop on Mining Network Data, ACM, New York, NY, USA, pp. 281\u2013286, 2006."},{"key":"779_CR30","doi-asserted-by":"crossref","unstructured":"A. L. Juloski, S. Paoletti, J. Roll. Recent techniques for the identification of piecewise affine and hybrid systems. Current Trends in Nonlinear Systems and Control, Birkh\u00e4user Boston: Springer, pp. 79\u201399, 2006.","DOI":"10.1007\/0-8176-4470-9_5"},{"issue":"6","key":"779_CR31","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1007\/s001700200178","volume":"20","author":"F M\u2019sahli","year":"2002","unstructured":"F. M\u2019sahli, R. Abdennour, M. Ksouri. Experimental nonlinear model based predictive control for a class of semi-batch chemical reactors. International Journal of Advanced Manufacturing Technology, vol. 20, no. 6, pp. 459\u2013463, 2002.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"3","key":"779_CR32","first-page":"299","volume":"8","author":"S Talmoudi","year":"2008","unstructured":"S. Talmoudi, K. Abderrahim, R. B. Abdennour, M. Ksouri. Multimodel approach using neural networks for complex systems modeling and identification. Nonlinear Dynamics and Systems Theory, vol. 8, no. 3, pp. 299\u2013316, 2008.","journal-title":"Nonlinear Dynamics and Systems Theory"}],"container-title":["International Journal of Automation and Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11633-014-0779-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11633-014-0779-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11633-014-0779-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11633-014-0779-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T14:02:30Z","timestamp":1761832950000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11633-014-0779-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,4]]}},"alternative-id":["779"],"URL":"https:\/\/doi.org\/10.1007\/s11633-014-0779-4","relation":{},"ISSN":["1476-8186","1751-8520"],"issn-type":[{"type":"print","value":"1476-8186"},{"type":"electronic","value":"1751-8520"}],"subject":[],"published":{"date-parts":[[2014,4]]},"assertion":[{"value":"18 March 2013","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 June 2013","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 March 2015","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}