{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T01:53:40Z","timestamp":1742954020937,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319023083"},{"type":"electronic","value":"9783319023090"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-02309-0_46","type":"book-chapter","created":{"date-parts":[[2013,9,19]],"date-time":"2013-09-19T07:57:47Z","timestamp":1379577467000},"page":"423-430","source":"Crossref","is-referenced-by-count":1,"title":["Transformation of Input Domain for SVM in Regression Task"],"prefix":"10.1007","author":[{"given":"Krzysztof","family":"Simi\u0144ski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"46_CR1","doi-asserted-by":"crossref","unstructured":"Chen, Y.: Support vector machines and fuzzy systems. In: Maimon, O., Rokach, L. (eds.) Soft Computing for Knowledge Discovery and Data Mining, pp. 205\u2013223. Springer (2008)","DOI":"10.1007\/978-0-387-69935-6_9"},{"issue":"1","key":"46_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TFUZZ.2003.817839","volume":"12","author":"J.H. Chiang","year":"2004","unstructured":"Chiang, J.H., Hao, P.Y.: Support vector learning mechanism for fuzzy rule-based modeling: a new approach. IEEE Transactions on Fuzzy Systems\u00a012(1), 1\u201312 (2004)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"46_CR3","series-title":"STUDFUZZ","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1853-6","volume-title":"Fuzzy and Neuro-Fuzzy Intelligent Systems","author":"E. Czoga\u0142a","year":"2000","unstructured":"Czoga\u0142a, E., \u0141\u0119ski, J.: Fuzzy and Neuro-Fuzzy Intelligent Systems. STUDFUZZ, vol.\u00a047. Springer, Heidelberg (2000)"},{"issue":"3","key":"46_CR4","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1080\/01969727308546046","volume":"3","author":"J.C. Dunn","year":"1973","unstructured":"Dunn, J.C.: A fuzzy relative of the ISODATA process and its use in detecting compact, well separated clusters. Journal of Cybernetics\u00a03(3), 32\u201357 (1973)","journal-title":"Journal of Cybernetics"},{"key":"46_CR5","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010)"},{"key":"46_CR6","first-page":"169","volume-title":"Advances in Kernel Methods \u2013 Support Vector Learning","author":"T. Joachims","year":"1999","unstructured":"Joachims, T.: Making large-scale SVM learning practical. In: Sch\u00f6lkopf, B., Burges, C.J.C., Smola, A. (eds.) Advances in Kernel Methods \u2013 Support Vector Learning, pp. 169\u2013184. MIT Press, Cambridge (1999)"},{"issue":"3","key":"46_CR7","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/S0165-0114(97)00314-X","volume":"108","author":"J. \u0141\u0119ski","year":"1999","unstructured":"\u0141\u0119ski, J., Czoga\u0142a, E.: A new artificial neural network based fuzzy inference system with moving consequents in if-then rules and selected applications. Fuzzy Sets and Systems\u00a0108(3), 289\u2013297 (1999)","journal-title":"Fuzzy Sets and Systems"},{"key":"46_CR8","volume-title":"Forecasting: Methods and Applications","author":"S.G. Makridakis","year":"1998","unstructured":"Makridakis, S.G., Wheelwright, S.C., Hyndman, R.J.: Forecasting: Methods and Applications, 3rd edn. Wiley, New York (1998)","edition":"3"},{"key":"46_CR9","unstructured":"Sikora, M., Krzykawski, D.: Application of data exploration methods in analysis of carbon dioxide emission in hard-coal mines dewater pump stations. Mechanization and Automation of Mining 413(6) (2005)"},{"issue":"4","key":"46_CR10","first-page":"475","volume":"51","author":"M. Sikora","year":"2006","unstructured":"Sikora, M., Sikora, B.: Application of machine learning for prediction a methane concentration in a coal-mine. Archives of Mining Sciences\u00a051(4), 475\u2013492 (2006)","journal-title":"Archives of Mining Sciences"},{"key":"46_CR11","doi-asserted-by":"crossref","unstructured":"Simi\u0144ski, K.: Neuro-fuzzy system with hierarchical domain partition. In: Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008), pp. 392\u2013397. IEEE Computer Society Publishing (2008)","DOI":"10.1109\/CIMCA.2008.67"},{"key":"46_CR12","unstructured":"Simi\u0144ski, K.: Two ways of domain partition in fuzzy inference system with parametrized consequences: Clustering and hierarchical split. In: 10th International Ph. D. Workshop (OWD 2008), pp. 103\u2013108 (2008)"},{"key":"46_CR13","series-title":"AISC","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/978-3-540-93905-4_2","volume-title":"Computer Recognition Systems 3","author":"K. Simi\u0144ski","year":"2009","unstructured":"Simi\u0144ski, K.: Patchwork neuro-fuzzy system with hierarchical domain partition. In: Kurzynski, M., Wozniak, M. (eds.) Computer Recognition Systems 3. AISC, vol.\u00a057, pp. 11\u201318. Springer, Heidelberg (2009)"},{"key":"46_CR14","series-title":"AISC","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1007\/978-3-642-00563-3_30","volume-title":"Man-Machine Interactions","author":"K. Simi\u0144ski","year":"2009","unstructured":"Simi\u0144ski, K.: Remark on membership functions in neuro-fuzzy systems. In: Cyran, K.A., Kozielski, S., Peters, J.F., Sta\u0144czyk, U., Wakulicz-Deja, A. (eds.) Man-Machine Interactions. AISC, vol.\u00a059, pp. 291\u2013297. Springer, Heidelberg (2009)"},{"issue":"2","key":"46_CR15","doi-asserted-by":"crossref","first-page":"337","DOI":"10.2478\/v10006-010-0025-3","volume":"20","author":"K. Simi\u0144ski","year":"2010","unstructured":"Simi\u0144ski, K.: Rule weights in neuro-fuzzy system with hierarchical domain partition. International Journal of Applied Mathematics and Computer Science\u00a020(2), 337\u2013347 (2010)","journal-title":"International Journal of Applied Mathematics and Computer Science"},{"issue":"3","key":"46_CR16","first-page":"243","volume":"24","author":"K. Simi\u0144ski","year":"2012","unstructured":"Simi\u0144ski, K.: Analysis of new method of initialisation of neuro-fuzzy systems with support vector machines. Theoretical and Applied Informatics\u00a024(3), 243\u2013254 (2012)","journal-title":"Theoretical and Applied Informatics"},{"key":"46_CR17","volume-title":"Mathematical algorithms for linear regression","author":"H. Sp\u00e4th","year":"1992","unstructured":"Sp\u00e4th, H.: Mathematical algorithms for linear regression. Academic Press Professional, Inc., San Diego (1992)"},{"key":"46_CR18","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley-Interscience, New York (1998)"},{"issue":"12","key":"46_CR19","doi-asserted-by":"publisher","first-page":"1797","DOI":"10.1016\/S0008-8846(98)00165-3","volume":"28","author":"I.C. Yeh","year":"1998","unstructured":"Yeh, I.C.: Modeling of strength of high-performance concrete using artificial neural networks. Cement and Concrete Research\u00a028(12), 1797\u20131808 (1998)","journal-title":"Cement and Concrete Research"}],"container-title":["Advances in Intelligent Systems and Computing","Man-Machine Interactions 3"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-02309-0_46","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,14]],"date-time":"2023-02-14T01:42:54Z","timestamp":1676338974000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-02309-0_46"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319023083","9783319023090"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-02309-0_46","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2014]]}}}