{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T17:07:36Z","timestamp":1725469656670},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540388715"},{"type":"electronic","value":"9783540388739"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11840930_16","type":"book-chapter","created":{"date-parts":[[2006,8,31]],"date-time":"2006-08-31T18:14:12Z","timestamp":1157048052000},"page":"151-160","source":"Crossref","is-referenced-by-count":2,"title":["Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters"],"prefix":"10.1007","author":[{"given":"Alo\u00edsio Carlos","family":"de Pina","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gerson","family":"Zaverucha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"unstructured":"Bi, J., Bennett, K.P.: Regression Error Characteristic Curves. In: Proceedings of the 20th International Conference on Machine Learning (ICML), Washington, DC, pp. 43-50 (2003)","key":"16_CR1"},{"unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases. Machinereadable data repository, University of California, Department of Information and Computer Science, Irvine, CA (2005), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html","key":"16_CR2"},{"unstructured":"Caruana, R., Niculescu-Mizil, A.: An Empirical Evaluation of Supervised Learning for ROC Area. In: Proceedings of the First Workshop on ROC Analysis (ROCAI), pp. 1-8 (2004)","key":"16_CR3"},{"key":"16_CR4","first-page":"97","volume":"18","author":"T.G. Dietterich","year":"1998","unstructured":"Dietterich, T.G.: Machine Learning Research: Four Current Directions. The AI Magazine\u00a018, 97\u2013136 (1998)","journal-title":"The AI Magazine"},{"key":"16_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3437-9","volume-title":"Sequential Monte-Carlo Methods in Practice","author":"A. Doucet","year":"2001","unstructured":"Doucet, A., de Freitas, N., Gordon, N.: Sequential Monte-Carlo Methods in Practice. Springer, Heidelberg (2001)"},{"key":"16_CR6","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1023\/B:MACH.0000015881.36452.6e","volume":"54","author":"S. Dzeroski","year":"2004","unstructured":"Dzeroski, S., Zenko, B.: Is Combining Classifiers with Stacking Better than Selecting the Best One? Machine Learning\u00a054, 255\u2013273 (2004)","journal-title":"Machine Learning"},{"key":"16_CR7","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1007670802811","volume":"41","author":"E. Frank","year":"2000","unstructured":"Frank, E., Trigg, L., Holmes, G., Witten, I.H.: Naive Bayes for Regression. Machine Learning\u00a041, 5\u201325 (2000)","journal-title":"Machine Learning"},{"key":"16_CR8","doi-asserted-by":"publisher","first-page":"910","DOI":"10.1109\/9.855552","volume":"45","author":"K. Ito","year":"2000","unstructured":"Ito, K., Xiong, K.: Gaussian Filters for Nonlinear Filtering Problems. IEEE Transactions on Automatic Control\u00a045, 910\u2013927 (2000)","journal-title":"IEEE Transactions on Automatic Control"},{"unstructured":"van der Merwe, R., Wan, E.: Efficient Derivative-Free Kalman Filters for Online Learning. In: Proceedings of the 9th European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium (2001)","key":"16_CR9"},{"unstructured":"van der Merwe, R., Wan, E.: Sigma-Point Kalman Filters for Probabilistic Inference in Dynamic State-Space Models. In: Proceedings of the Workshop on Advances in Machine Learning, Montreal, Canada (2003)","key":"16_CR10"},{"key":"16_CR11","volume-title":"Stochastic Processes and Filtering Theory","author":"A. Jazwinsky","year":"1970","unstructured":"Jazwinsky, A.: Stochastic Processes and Filtering Theory. Academic Press, New York (1970)"},{"doi-asserted-by":"crossref","unstructured":"Julier, S., Uhlmann, J., Durrant-Whyte, H.: A New Approach for Filtering Nonlinear Systems. In: Proceedings of the American Control Conference, pp. 1628\u20131632 (1995)","key":"16_CR12","DOI":"10.1109\/ACC.1995.529783"},{"unstructured":"Keogh, E., Folias, T.: The UCR Time Series Data Mining Archive. University of California, Computer Science & Engineering Department, Riverside, CA (2002), \n                    \n                      http:\/\/www.cs.ucr.edu\/~eamonn\/TSDMA\/index.html","key":"16_CR13"},{"key":"16_CR14","first-page":"43","volume-title":"Proceedings of the International Conference on Knowledge Discovery and Data Mining (KDD)","author":"F. Provost","year":"1997","unstructured":"Provost, F., Fawcett, T.: Analysis and Visualization of Classifier Performance: Comparison Under Imprecise Class and Cost Distributions. In: Proceedings of the International Conference on Knowledge Discovery and Data Mining (KDD), pp. 43\u201348. AAAI Press, Menlo Park (1997)"},{"key":"16_CR15","first-page":"445","volume-title":"Proceedings of the 15th International Conference on Machine Learning (ICML)","author":"F. Provost","year":"1998","unstructured":"Provost, F., Fawcett, T., Kohavi, R.: The Case Against Accuracy Estimation for Comparing Classifiers. In: Proceedings of the 15th International Conference on Machine Learning (ICML), pp. 445\u2013453. Morgan Kaufmann, San Francisco (1998)"},{"key":"16_CR16","first-page":"343","volume-title":"Proceedings of the 5th Australian Joint Conference on Artificial Intelligence","author":"J.R. Quinlan","year":"1992","unstructured":"Quinlan, J.R.: Learning with Continuous Classes. In: Proceedings of the 5th Australian Joint Conference on Artificial Intelligence, pp. 343\u2013348. World Scientific, Singapore (1992)"},{"key":"16_CR17","first-page":"155","volume":"13","author":"M. Teixeira","year":"2003","unstructured":"Teixeira, M., Zaverucha, G.: Fuzzy Bayes and Fuzzy Markov Predictors. Journal of Intelligent and Fuzzy Systems\u00a013, 155\u2013165 (2003)","journal-title":"Journal of Intelligent and Fuzzy Systems"},{"key":"16_CR18","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/S0893-6080(05)80023-1","volume":"5","author":"D. Wolpert","year":"1992","unstructured":"Wolpert, D.: Stacked generalization. Neural Networks\u00a05, 241\u2013260 (1992)","journal-title":"Neural Networks"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2006"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11840930_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,11]],"date-time":"2019-03-11T11:32:16Z","timestamp":1552303936000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11840930_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540388715","9783540388739"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/11840930_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}