{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T10:34:38Z","timestamp":1742985278674,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642323348"},{"type":"electronic","value":"9783642323355"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"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":[[2013]]},"DOI":"10.1007\/978-3-642-32335-5_13","type":"book-chapter","created":{"date-parts":[[2012,8,16]],"date-time":"2012-08-16T06:15:09Z","timestamp":1345097709000},"page":"131-142","source":"Crossref","is-referenced-by-count":0,"title":["Experimental Evaluation of Resampling Combined with Clustering and Random Oracle Using Genetic Fuzzy Systems"],"prefix":"10.1007","author":[{"given":"Tadeusz","family":"Lasota","sequence":"first","affiliation":[]},{"given":"Zbigniew","family":"Telec","sequence":"additional","affiliation":[]},{"given":"Bogdan","family":"Trawi\u0144ski","sequence":"additional","affiliation":[]},{"given":"Grzegorz","family":"Trawi\u0144ski","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"13_CR1","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging Predictors. Machine Learning\u00a024(2), 123\u2013140 (1996)","journal-title":"Machine Learning"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"927","DOI":"10.1214\/aos\/1031689014","volume":"30","author":"P. B\u00fchlmann","year":"2002","unstructured":"B\u00fchlmann, P., Yu, B.: Analyzing bagging. Annals of Statistics\u00a030, 927\u2013961 (2002)","journal-title":"Annals of Statistics"},{"key":"13_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0165-0114(03)00111-8","volume":"141","author":"O. Cord\u00f3n","year":"2004","unstructured":"Cord\u00f3n, O., Gomide, F., Herrera, F., Hoffmann, F., Magdalena, L.: Ten years of genetic fuzzy systems: current framework and new trends. Fuzzy Sets and Systems\u00a0141, 5\u201331 (2004)","journal-title":"Fuzzy Sets and Systems"},{"issue":"6","key":"13_CR4","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/3477.809026","volume":"29","author":"O. Cord\u00f3n","year":"1999","unstructured":"Cord\u00f3n, O., Herrera, F.: A Two-Stage Evolutionary Process for Designing TSK Fuzzy Rule-Based Systems. IEEE Tr. on Sys., Man, and Cyb. -Part B\u00a029(6), 703\u2013715 (1999)","journal-title":"IEEE Tr. on Sys., Man, and Cyb. -Part B"},{"issue":"1","key":"13_CR5","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1080\/01969727408546059","volume":"4","author":"J.C. Dunn","year":"1974","unstructured":"Dunn, J.C.: Well separated clusters and optimal fuzzy partitions. Journal of Cybernetics\u00a04(1), 95\u2013104 (1974)","journal-title":"Journal of Cybernetics"},{"key":"13_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"800","DOI":"10.1007\/978-3-642-04441-0_70","volume-title":"Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems","author":"M. Graczyk","year":"2009","unstructured":"Graczyk, M., Lasota, T., Trawi\u0144ski, B.: Comparative Analysis of Premises Valuation Models Using KEEL, RapidMiner, and WEKA. In: Nguyen, N.T., Kowalczyk, R., Chen, S.-M. (eds.) ICCCI 2009. LNCS(LNAI), vol.\u00a05796, pp. 800\u2013812. Springer, Heidelberg (2009)"},{"key":"13_CR7","unstructured":"Han, J., Kamber, M.: Data Mining: Concepts and Techniques, 2nd edn. Morgan Kauffman (2006)"},{"issue":"1","key":"13_CR8","doi-asserted-by":"publisher","first-page":"100","DOI":"10.2307\/2346830","volume":"28","author":"J.A. Hartigan","year":"1979","unstructured":"Hartigan, J.A., Wong, M.A.: A K-Means Clustering Algorithm. Applied Statistics\u00a028(1), 100\u2013108 (1979)","journal-title":"Applied Statistics"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd edn. Springer (2009)","DOI":"10.1007\/978-0-387-84858-7"},{"key":"13_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1007\/978-3-642-20042-7_33","volume-title":"Intelligent Information and Database Systems","author":"O. Kempa","year":"2011","unstructured":"Kempa, O., Lasota, T., Telec, Z., Trawi\u0144ski, B.: Investigation of Bagging Ensembles of Genetic Neural Networks and Fuzzy Systems for Real Estate Appraisal. In: Nguyen, N.T., Kim, C.-G., Janiak, A. (eds.) ACIIDS 2011, Part II. LNCS(LNAI), vol.\u00a06592, pp. 323\u2013332. Springer, Heidelberg (2011)"},{"issue":"3","key":"13_CR11","doi-asserted-by":"crossref","first-page":"111","DOI":"10.3233\/HIS-2008-5302","volume":"5","author":"D. Kr\u00f3l","year":"2008","unstructured":"Kr\u00f3l, D., Lasota, T., Trawi\u0144ski, B., Trawi\u0144ski, K.: Investigation of Evolutionary Optimization Methods of TSK Fuzzy Model for Real Estate Appraisal. International Journal of Hybrid Intelligent Systems\u00a05(3), 111\u2013128 (2008)","journal-title":"International Journal of Hybrid Intelligent Systems"},{"issue":"4","key":"13_CR12","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1109\/TKDE.2007.1016","volume":"19","author":"L.I. Kuncheva","year":"2007","unstructured":"Kuncheva, L.I., Rodr\u00edguez, J.J.: Classifier Ensembles with a Random Linear Oracle. IEEE Transactions on Knowledge and Data Engineering\u00a019(4), 500\u2013508 (2007)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"2","key":"13_CR13","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1109\/3477.990871","volume":"32","author":"L.I. Kuncheva","year":"2002","unstructured":"Kuncheva, L.I.: Switching between Selection and Fusion in Combining Classifiers: An Experiment. IEEE Trans. Systems, Man, and Cybernetics, Part B\u00a032(2), 146\u2013156 (2002)","journal-title":"IEEE Trans. Systems, Man, and Cybernetics, Part B"},{"issue":"1","key":"13_CR14","doi-asserted-by":"crossref","first-page":"3","DOI":"10.3233\/HIS-2010-0101","volume":"7","author":"T. Lasota","year":"2010","unstructured":"Lasota, T., Mazurkiewicz, J., Trawi\u0144ski, B., Trawi\u0144ski, K.: Comparison of Data Driven Models for the Validation of Residential Premises using KEEL. International Journal of Hybrid Intelligent Systems\u00a07(1), 3\u201316 (2010)","journal-title":"International Journal of Hybrid Intelligent Systems"},{"issue":"2-3","key":"13_CR15","first-page":"229","volume":"17","author":"T. Lasota","year":"2011","unstructured":"Lasota, T., Telec, Z., Trawi\u0144ski, B., Trawi\u0144ski, K.: Investigation of the eTS Evolving Fuzzy Systems Applied to Real Estate Appraisal. Journal of Multiple-Valued Logic and Soft Computing\u00a017(2-3), 229\u2013253 (2011)","journal-title":"Journal of Multiple-Valued Logic and Soft Computing"},{"key":"13_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/978-3-642-23878-9_3","volume-title":"Intelligent Data Engineering and Automated Learning - IDEAL 2011","author":"T. Lasota","year":"2011","unstructured":"Lasota, T., Telec, Z., Trawi\u0144ski, G., Trawi\u0144ski, B.: Empirical Comparison of Resampling Methods Using Genetic Fuzzy Systems for a Regression Problem. In: Yin, H., Wang, W., Rayward-Smith, V. (eds.) IDEAL 2011. LNCS, vol.\u00a06936, pp. 17\u201324. Springer, Heidelberg (2011)"},{"key":"13_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1007\/978-3-642-21222-2_26","volume-title":"Hybrid Artificial Intelligent Systems","author":"T. Lasota","year":"2011","unstructured":"Lasota, T., Telec, Z., Trawi\u0144ski, G., Trawi\u0144ski, B.: Empirical Comparison of Resampling Methods Using Genetic Neural Networks for a Regression Problem. In: Corchado, E., Kurzy\u0144ski, M., Wo\u017aniak, M. (eds.) HAIS 2011, Part II. LNCS(LNAI), vol.\u00a06679, pp. 213\u2013220. Springer, Heidelberg (2011)"},{"key":"13_CR18","doi-asserted-by":"publisher","first-page":"5123","DOI":"10.1016\/j.ins.2011.07.012","volume":"181","author":"E. Lughofer","year":"2011","unstructured":"Lughofer, E., Trawi\u0144ski, B., Trawi\u0144ski, K., Kempa, O., Lasota, T.: On Employing Fuzzy Modeling Algorithms for the Valuation of Residential Premises. Information Sciences\u00a0181, 5123\u20135142 (2011)","journal-title":"Information Sciences"},{"issue":"15","key":"13_CR19","doi-asserted-by":"publisher","first-page":"3301","DOI":"10.1093\/bioinformatics\/bti499","volume":"21","author":"A.N. Molinaro","year":"2005","unstructured":"Molinaro, A.N., Simon, R., Pfeiffer, R.M.: Prediction error estimation: a comparison of resampling methods. Bioinformatics\u00a021(15), 3301\u20133307 (2005)","journal-title":"Bioinformatics"},{"issue":"3","key":"13_CR20","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1016\/j.patcog.2003.06.005","volume":"37","author":"M.K. Pakhira","year":"2004","unstructured":"Pakhira, M.K., Bandyopadhyay, S., Maulik, U.: Validity index for crisp and fuzzy clusters. Pattern Recognition\u00a037(3), 487\u2013501 (2004)","journal-title":"Pattern Recognition"},{"key":"13_CR21","series-title":"SCI","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-3-642-22910-7_11","volume-title":"Ensembles in Machine Learning Applications","author":"C. Pardo","year":"2011","unstructured":"Pardo, C., Rodr\u00edguez, J.J., D\u00edez-Pastor, J.F., Garc\u00eda-Osorio, C.: Random Oracles for Regression Ensembles. In: Okun, O., Valentini, G., Re, M., et al. (eds.) Ensembles in Machine Learning Applications. SCI, vol.\u00a0373, pp. 181\u2013199. Springer, Heidelberg (2011)"},{"issue":"4","key":"13_CR22","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1109\/34.588027","volume":"19","author":"K. Woods","year":"1997","unstructured":"Woods, K., Kegelmeyer, W.P., Bowyer, K.: Combination of Multiple Classifiers Using Local Accuracy Estimates. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a019(4), 405\u2013410 (1997)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"}],"container-title":["Advances in Intelligent Systems and Computing","Multimedia and Internet Systems: Theory and Practice"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32335-5_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,7]],"date-time":"2023-02-07T08:54:12Z","timestamp":1675760052000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-32335-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642323348","9783642323355"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32335-5_13","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2013]]}}}