{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,2]],"date-time":"2025-06-02T17:30:44Z","timestamp":1748885444957},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540724810"},{"type":"electronic","value":"9783540725237"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-72523-7_44","type":"book-chapter","created":{"date-parts":[[2007,6,21]],"date-time":"2007-06-21T00:13:14Z","timestamp":1182384794000},"page":"440-449","source":"Crossref","is-referenced-by-count":6,"title":["Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation"],"prefix":"10.1007","author":[{"given":"Manuela","family":"Zanda","sequence":"first","affiliation":[]},{"given":"Gavin","family":"Brown","sequence":"additional","affiliation":[]},{"given":"Giorgio","family":"Fumera","sequence":"additional","affiliation":[]},{"given":"Fabio","family":"Roli","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"44_CR1","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/0031-3203(95)00085-2","volume":"29","author":"K. Tumer","year":"1996","unstructured":"Tumer, K., Ghosh, J.: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition\u00a029(2), 341\u2013348 (1996)","journal-title":"Pattern Recognition"},{"key":"44_CR2","unstructured":"de Laplace, P.S.: Deuxieme supplement a la theorie analytique des probabilites. Gauthier-Villars, Paris (1818), Reprinted (1847) in Oeuvres Completes de Laplace, vol. 7."},{"key":"44_CR3","first-page":"1621","volume":"6","author":"G. Brown","year":"2005","unstructured":"Brown, G., Wyatt, J., Tino, P.: Managing diversity in regression ensembles. Journal of Machine Learning Research\u00a06, 1621\u20131650 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"44_CR4","first-page":"127","volume-title":"Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems","author":"K. Tumer","year":"1999","unstructured":"Tumer, K., Ghosh, J.: Linear and order statistics combiners for pattern classification. In: Sharkey, A.J.C. (ed.) Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems, pp. 127\u2013162. Springer, London (1999)"},{"issue":"6","key":"44_CR5","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1109\/TPAMI.2005.109","volume":"27","author":"G. Fumera","year":"2005","unstructured":"Fumera, G., Roli, F.: A theoretical and experimental analysis of linear combiners for multiple classifier systems. IEEE Trans. Pattern Anal. Mach. Intell.\u00a027(6), 942\u2013956 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"44_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/neco.1992.4.1.1","volume":"4","author":"S. Geman","year":"1992","unstructured":"Geman, S., Bienenstock, E., Doursat, R.: Neural networks and the bias\/variance dilemma. Neural Computation\u00a04(1), 1\u201358 (1992)","journal-title":"Neural Computation"},{"key":"44_CR7","doi-asserted-by":"crossref","unstructured":"Ueda, N., Nakano, R.: Generalization error of ensemble estimators. In: Proceedings of International Conference on Neural Networks, pp. 90\u201395 (1996)","DOI":"10.1109\/ICNN.1996.548872"},{"key":"44_CR8","unstructured":"Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. In: NIPS, vol.\u00a07, pp. 231\u2013238 (1995)"},{"key":"44_CR9","unstructured":"Brown, G.: Diversity in Neural Network Ensembles. PhD thesis, School of Computer Science, University of Birmingham (2004)"},{"key":"44_CR10","first-page":"275","volume-title":"Machine Learning: Proceedings of the Thirteenth International Conference","author":"R. Kohavi","year":"1996","unstructured":"Kohavi, R., Wolpert, D.H.: Bias plus variance decomposition for zero-one loss functions. In: Saitta, L. (ed.) Machine Learning: Proceedings of the Thirteenth International Conference, pp. 275\u2013283. Morgan Kaufmann, San Francisco (1996)"},{"issue":"10","key":"44_CR11","doi-asserted-by":"publisher","first-page":"1399","DOI":"10.1016\/S0893-6080(99)00073-8","volume":"12","author":"Y. Liu","year":"1999","unstructured":"Liu, Y., Yao, X.: Ensemble learning via negative correlation. Neural Networks\u00a012(10), 1399\u20131404 (1999)","journal-title":"Neural Networks"},{"key":"44_CR12","doi-asserted-by":"crossref","unstructured":"Kleinberg, E.M.: Stochastic discrimination. Annals of Mathematics and Artificial Intelligence\u00a01 (1990)","DOI":"10.1007\/BF01531079"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72523-7_44.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T05:34:38Z","timestamp":1605764078000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72523-7_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540724810","9783540725237"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72523-7_44","relation":{},"subject":[]}}