{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T16:09:15Z","timestamp":1725466155472},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642314636"},{"type":"electronic","value":"9783642314643"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-31464-3_51","type":"book-chapter","created":{"date-parts":[[2012,7,2]],"date-time":"2012-07-02T15:20:38Z","timestamp":1341242438000},"page":"501-510","source":"Crossref","is-referenced-by-count":3,"title":["Learning in Rough-Neuro-Fuzzy System for Data with Missing Values"],"prefix":"10.1007","author":[{"given":"Bartosz A.","family":"Nowak","sequence":"first","affiliation":[]},{"given":"Robert K.","family":"Nowicki","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"51_CR1","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1093\/biomet\/63.3.581","volume":"63","author":"D.B. Rubin","year":"1976","unstructured":"Rubin, D.B.: Interference and missing data. Biometrika\u00a063, 581\u2013592 (1976)","journal-title":"Biometrika"},{"key":"51_CR2","doi-asserted-by":"crossref","unstructured":"Little, R.J.A., Rubin, D.B.: Statistical analysis with missing data, 2nd edn. Wiley\u2013Interscience (2002)","DOI":"10.1002\/9781119013563"},{"key":"51_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the em algorithm. Journal of the Royal Statistical Society. Series B\u00a039, 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society. Series B"},{"issue":"12","key":"51_CR4","doi-asserted-by":"publisher","first-page":"2361","DOI":"10.1016\/j.jss.2008.05.008","volume":"81","author":"Q. Song","year":"2008","unstructured":"Song, Q., Shepperd, M., Chen, X., Liu, J.: Can k-nn imputation improve the performance of c4.5 with small software project data sets? a comparative evaluation. The Journal of Systems & Software\u00a081(12), 2361\u20132370 (2008)","journal-title":"The Journal of Systems & Software"},{"issue":"1","key":"51_CR5","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/S0169-7439(01)00131-9","volume":"58","author":"B. Walczak","year":"2001","unstructured":"Walczak, B., Massart, D.L.: Dealing with missing data: Part i. Chemometrics and Intelligent Laboratory Systems\u00a058(1), 15\u201327 (2001)","journal-title":"Chemometrics and Intelligent Laboratory Systems"},{"issue":"3","key":"51_CR6","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1016\/j.csda.2004.06.013","volume":"49","author":"N. Sartori","year":"2005","unstructured":"Sartori, N., Salvan, A., Thomaseth, K.: Multiple imputation of missing values in a cancer mortality analysis with estimated exposure dose. Computational Statistics and Data Analysis\u00a049(3), 937\u2013953 (2005)","journal-title":"Computational Statistics and Data Analysis"},{"key":"51_CR7","doi-asserted-by":"crossref","unstructured":"Nowicki, R.: Rough\u2013neuro\u2013fuzzy structures for classification with missing data. IEEE Trans. on Systems, Man, and Cybernetics\u2014Part B: Cybernetics\u00a039 (2009)","DOI":"10.1109\/TSMCB.2009.2012504"},{"key":"51_CR8","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/978-94-015-7975-9_14","volume-title":"Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory","author":"D. Dubois","year":"1992","unstructured":"Dubois, D., Prade, H.: Putting rough sets and fuzzy sets together. In: Sowiski, R. (ed.) Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory, pp. 203\u2013232. Kluwer, Dordrecht (1992)"},{"issue":"9","key":"51_CR9","doi-asserted-by":"publisher","first-page":"1239","DOI":"10.1109\/TKDE.2008.64","volume":"20","author":"R.K. Nowicki","year":"2008","unstructured":"Nowicki, R.K.: On combining neuro\u2013fuzzy architectures with the rough set theory to solve classification problems with incomplete data. IEEE Trans. on Knowledge and Data Engineering\u00a020(9), 1239\u20131253 (2008)","journal-title":"IEEE Trans. on Knowledge and Data Engineering"},{"key":"51_CR10","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-40046-2","volume-title":"New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing","author":"L. Rutkowski","year":"2004","unstructured":"Rutkowski, L.: New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing. Springer, Heidelberg (2004)"},{"key":"51_CR11","unstructured":"Mertz, C.J., Murphy, P.M.: UCI respository of machine learning databases, http:\/\/www.ics.uci.edu\/pub\/machine-learning-databases"},{"key":"51_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/978-3-540-69731-2_26","volume-title":"Artificial Intelligence and Soft Computing \u2013 ICAISC 2008","author":"M. Korytkowski","year":"2008","unstructured":"Korytkowski, M., Rutkowski, L., Scherer, R.: From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2008. LNCS (LNAI), vol.\u00a05097, pp. 265\u2013272. Springer, Heidelberg (2008)"},{"key":"51_CR13","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1007\/11785231_33","volume-title":"Artificial Intelligence and Soft Computing \u2013 ICAISC 2006","author":"R. Scherer","year":"2006","unstructured":"Scherer, R.: Boosting Ensemble of Relational Neuro-fuzzy Systems. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., \u017burada, J.M. (eds.) ICAISC 2006. LNCS (LNAI), vol.\u00a04029, pp. 306\u2013313. Springer, Heidelberg (2006)"},{"key":"51_CR14","doi-asserted-by":"crossref","unstructured":"Korytkowski, M., Scherer, R., Rutkowski, L.: On combining backpropagation with boosting. In: 2006 International Joint Conference on Neural Networks, Vancouver, BC, Canada, pp. 1274\u20131277 (2006)","DOI":"10.1109\/IJCNN.2006.246838"},{"key":"51_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1007\/978-3-642-13208-7_27","volume-title":"Artificial Intelligence and Soft Computing","author":"R. Scherer","year":"2010","unstructured":"Scherer, R.: Neuro-fuzzy Systems with Relation Matrix. In: Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2010. LNCS, vol.\u00a06113, pp. 210\u2013215. Springer, Heidelberg (2010)"},{"key":"51_CR16","doi-asserted-by":"crossref","unstructured":"Rutkowski, L., Cpa\u0142ka, K.: A general approach to neuro - fuzzy systems. In: Proceedings of the 10th IEEE International Conference on Fuzzy Systems, December 2-5, vol.\u00a03, pp. 1428\u20131431 (2001)","DOI":"10.1109\/FUZZ.2001.1008927"},{"issue":"2","key":"51_CR17","first-page":"297","volume":"31","author":"L. Rutkowski","year":"2002","unstructured":"Rutkowski, L., Cpa\u0142ka, K.: A neuro-fuzzy controller with a compromise fuzzy reasoning. Control and Cybernetics\u00a031(2), 297\u2013308 (2002)","journal-title":"Control and Cybernetics"},{"key":"51_CR18","doi-asserted-by":"crossref","first-page":"570","DOI":"10.1007\/978-3-7908-1902-1_87","volume-title":"Neural Networks and Soft Computing","author":"J. Starczewski","year":"2003","unstructured":"Starczewski, J., Rutkowski, L.: Interval type 2 neuro-fuzzy systems based on interval consequents. In: Rutkowski, L., Kacprzyk, J. (eds.) Neural Networks and Soft Computing, pp. 570\u2013577. Physica-Verlag, Springer-Verlag Company, Heidelberg, New York (2003)"},{"key":"51_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1007\/3-540-48086-2_70","volume-title":"Parallel Processing and Applied Mathematics","author":"J. Starczewski","year":"2002","unstructured":"Starczewski, J., Rutkowski, L.: Connectionist Structures of Type 2 Fuzzy Inference Systems. In: Wyrzykowski, R., Dongarra, J., Paprzycki, M., Wa\u015bniewski, J. (eds.) PPAM 2001. LNCS, vol.\u00a02328, pp. 634\u2013642. Springer, Heidelberg (2002)"}],"container-title":["Lecture Notes in Computer Science","Parallel Processing and Applied Mathematics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-31464-3_51.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,26]],"date-time":"2024-04-26T09:20:46Z","timestamp":1714123246000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-31464-3_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642314636","9783642314643"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-31464-3_51","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}