{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:06:10Z","timestamp":1742915170927,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642023255"},{"type":"electronic","value":"9783642023262"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-02326-2_37","type":"book-chapter","created":{"date-parts":[[2009,6,10]],"date-time":"2009-06-10T01:30:01Z","timestamp":1244597401000},"page":"364-374","source":"Crossref","is-referenced-by-count":0,"title":["FaSS: Ensembles for Stable Learners"],"prefix":"10.1007","author":[{"given":"Kai Ming","family":"Ting","sequence":"first","affiliation":[]},{"given":"Jonathan R.","family":"Wells","sequence":"additional","affiliation":[]},{"given":"Swee Chuan","family":"Tan","sequence":"additional","affiliation":[]},{"given":"Shyh Wei","family":"Teng","sequence":"additional","affiliation":[]},{"given":"Geoffrey I.","family":"Webb","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"37_CR1","volume-title":"UCI repository of machine learning databases","author":"A. Asuncion","year":"2007","unstructured":"Asuncion, A., Newman, D.J.: UCI repository of machine learning databases. University of California, Irvine (2007)"},{"key":"37_CR2","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging Predictors. Machine Learning\u00a024, 123\u2013140 (1996)","journal-title":"Machine Learning"},{"key":"37_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Machine Learning\u00a045, 5\u201332 (2001)","journal-title":"Machine Learning"},{"key":"37_CR4","unstructured":"Frank, E., Hall, M., Pfahringer, B.: Locally Weighted Naive Bayes. In: Proc. of the 19th Conf. on Uncertainty in AI, pp. 249\u2013256 (2003)"},{"issue":"8","key":"37_CR5","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T.K. Ho","year":"1998","unstructured":"Ho, T.K.: The Random Subspace Method for Constructing Decision Forests. IEEE Trans. Pattern Analysis and Machine Intelligence\u00a020(8), 832\u2013844 (1998)","journal-title":"IEEE Trans. Pattern Analysis and Machine Intelligence"},{"key":"37_CR6","unstructured":"Kohavi, R.: Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid. In: Proc. of the 2nd KDD, pp. 202\u2013207 (1996)"},{"key":"37_CR7","unstructured":"Kohavi, R., Li, C.H.: Oblivious Decision Trees, Graphs, and Top-Down Pruning. In: Proc. of 1995 Intl. Joint Conf. on Artificial Intelligence, pp. 1071\u20131077 (1995)"},{"key":"37_CR8","unstructured":"Opitz, D.: Feature selection for ensembles. In: Proc. of the 16th AAAI, pp. 379\u2013384 (1999)"},{"key":"37_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1007\/3-540-48219-9_24","volume-title":"Multiple Classifier Systems","author":"N.C. Oza","year":"2001","unstructured":"Oza, N.C., Tumer, K.: Input Decimation Ensembles: Decorrelation through Dimensionality Reduction. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, vol.\u00a02096, pp. 238\u2013247. Springer, Heidelberg (2001)"},{"key":"37_CR10","doi-asserted-by":"crossref","unstructured":"Pavlov, D., Mao, J., Dom, B.: Scaling-up support vector machines using the boosting algorithm. In: Proc. of 2000 Intl. Conf. on Pattern Recognition, pp. 219\u2013222 (2000)","DOI":"10.1109\/ICPR.2000.906052"},{"key":"37_CR11","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1023\/A:1007614523901","volume":"37","author":"R.E. Schapire","year":"1999","unstructured":"Schapire, R.E., Singer, S.: Improved boosting algorithms using confidence-rated predictions. Machine Learning\u00a037, 297\u2013336 (1999)","journal-title":"Machine Learning"},{"issue":"7","key":"37_CR12","doi-asserted-by":"publisher","first-page":"1088","DOI":"10.1109\/TPAMI.2006.134","volume":"28","author":"D. Tao","year":"2006","unstructured":"Tao, D., Tang, X., Li, X., Wu, X.: Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a028(7), 1088\u20131099 (2006)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"37_CR13","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical machine learning tools and techniques, 2nd edn. (2005)"},{"issue":"1","key":"37_CR14","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1023\/A:1007613203719","volume":"41","author":"Z. Zheng","year":"2000","unstructured":"Zheng, Z., Webb, G.I.: Lazy Learning of Bayesian Rules. Machine Learning\u00a041(1), 53\u201384 (2000)","journal-title":"Machine Learning"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02326-2_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,8]],"date-time":"2019-03-08T14:23:58Z","timestamp":1552055038000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02326-2_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642023255","9783642023262"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02326-2_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}