{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:09:03Z","timestamp":1725516543797},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540699385"},{"type":"electronic","value":"9783540699392"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-69939-2_17","type":"book-chapter","created":{"date-parts":[[2008,8,12]],"date-time":"2008-08-12T16:07:43Z","timestamp":1218557263000},"page":"168-179","source":"Crossref","is-referenced-by-count":0,"title":["The Mixture of Neural Networks as Ensemble Combiner"],"prefix":"10.1007","author":[{"given":"Mercedes","family":"Fern\u00e1ndez-Redondo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joaqu\u00edn","family":"Torres-Sospedra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos","family":"Hern\u00e1ndez-Espinosa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Pattern Recognition","author":"C.M. Bishop","year":"1995","unstructured":"Bishop, C.M.: Neural Networks for Pattern Recognition, New York, NY, USA. Oxford University Press, Inc., Oxford (1995)"},{"issue":"2","key":"17_CR2","doi-asserted-by":"publisher","first-page":"380","DOI":"10.1109\/21.478451","volume":"25","author":"S.-B. Cho","year":"1995","unstructured":"Cho, S.-B., Kim, J.H.: Combining multiple neural networks by fuzzy integral for robust classification. IEEE Transactions on System, Man, and Cybernetics\u00a025(2), 380\u2013384 (1995)","journal-title":"IEEE Transactions on System, Man, and Cybernetics"},{"key":"17_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"744","DOI":"10.1007\/978-3-540-30499-9_114","volume-title":"Neural Information Processing","author":"M. Fernndez-Redondo","year":"2004","unstructured":"Fernndez-Redondo, M., Hernndez-Espinosa, C., Torres-Sospedra, J.: Multilayer feedforward ensembles for classification problems. In: Pal, N.R., Kasabov, N., Mudi, R.K., Pal, S., Parui, S.K. (eds.) ICONIP 2004. LNCS, vol.\u00a03316, pp. 744\u2013749. Springer, Heidelberg (2004)"},{"issue":"6","key":"17_CR4","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1016\/0167-8655(96)00021-9","volume":"17","author":"P.D. Gader","year":"1996","unstructured":"Gader, P.D., Mohamed, M.A., Keller, J.M.: Fusion of handwritten word classifiers. Pattern Recogn. Lett.\u00a017(6), 577\u2013584 (1996)","journal-title":"Pattern Recogn. Lett."},{"issue":"1","key":"17_CR5","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/34.273716","volume":"16","author":"T.K. Ho","year":"1994","unstructured":"Ho, T.K., Hull, J.J., Srihari, S.N.: Decision combination in multiple classifier systems. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a016(1), 66\u201375 (1994)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"17_CR6","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1162\/neco.1995.7.5.867","volume":"7","author":"R.A. Jacobs","year":"1995","unstructured":"Jacobs, R.A.: Methods for combining experts\u2019 probability assessments. Neural Comput.\u00a07(5), 867\u2013888 (1995)","journal-title":"Neural Comput."},{"key":"17_CR7","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1162\/neco.1991.3.1.79","volume":"3","author":"R.A. Jacobs","year":"1991","unstructured":"Jacobs, R.A., Jordan, M.I., Nowlan, S.J., Hinton, G.E.: Adaptive mixtures of local experts. Neural Computation\u00a03, 79\u201387 (1991)","journal-title":"Neural Computation"},{"key":"17_CR8","doi-asserted-by":"crossref","unstructured":"Jimenez, D.: Dynamically weighted ensemble neural networks for classification. In: Proceedings of the 1998 International Joint Conference on Neural Networks, IJCNN 1998, pp. 753\u2013756 (1998)","DOI":"10.1109\/IJCNN.1998.682375"},{"key":"17_CR9","first-page":"231","volume-title":"Advances in Neural Information Processing Systems","author":"A. Krogh","year":"1995","unstructured":"Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. In: Tesauro, G., Touretzky, D., Leen, T. (eds.) Advances in Neural Information Processing Systems, vol.\u00a0\u00a07, pp. 231\u2013238. The MIT Press, Cambridge (1995)"},{"key":"17_CR10","doi-asserted-by":"crossref","DOI":"10.1002\/0471660264","volume-title":"Combining Pattern Classifiers: Methods and Algorithms","author":"L.I. Kuncheva","year":"2004","unstructured":"Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms. Wiley-Interscience, Chichester (2004)"},{"issue":"9","key":"17_CR11","doi-asserted-by":"publisher","first-page":"945","DOI":"10.1016\/0167-8655(95)00050-Q","volume":"16","author":"L. Lam","year":"1995","unstructured":"Lam, L., Suen, C.Y.: Optimal combinations of pattern classifiers. Pattern Recogn. Lett.\u00a016(9), 945\u2013954 (1995)","journal-title":"Pattern Recogn. Lett."},{"key":"17_CR12","unstructured":"Newman, D.J., Hettich, S., Blake, C.L., Merz, C.J.: UCI repository of machine learning databases (1998), http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"volume-title":"Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems","year":"1999","key":"17_CR13","unstructured":"Sharkey, A.J. (ed.): Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems. Springer, Heidelberg (1999)"},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Torres-Sospedra, J., Fernndez-Redondo, M., Hernndez-Espinosa, C.: A research on combination methods for ensembles of multilayer feedforward. In: IJCNN 2005 Proceedings, pp. 1125\u20131130 (2005)","DOI":"10.1109\/IJCNN.2005.1556011"},{"key":"17_CR15","unstructured":"Torres-Sospedra, J., Hernndez-Espinosa, C., Fernndez-Redondo, M.: Combinacin de conjuntos de redes MF. In: SICO 2005 Proceedings, pp. 11\u201318. Thomson (2005)"},{"key":"17_CR16","doi-asserted-by":"crossref","unstructured":"Torres-Sospedra, J., Hernndez-Espinosa, C., Fernndez-Redondo, M.: Designing a new multilayer feedforward modular network for classification problems. In: WCCI 2006 proceedings, pp. 2263\u20132268 (2006)","DOI":"10.1109\/IJCNN.2006.246840"},{"issue":"3-4","key":"17_CR17","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1080\/095400996116839","volume":"8","author":"K. Tumer","year":"1996","unstructured":"Tumer, K., Ghosh, J.: Error correlation and error reduction in ensemble classifiers. Connection Science\u00a08(3-4), 385\u2013403 (1996)","journal-title":"Connection Science"},{"issue":"4","key":"17_CR18","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1016\/S0167-8655(99)00012-4","volume":"20","author":"A. Verikas","year":"1999","unstructured":"Verikas, A., Lipnickas, A., Malmqvist, K., Bacauskiene, M., Gelzinis, A.: Soft combination of neural classifiers: A comparative study. Pattern Recognition Letters\u00a020(4), 429\u2013444 (1999)","journal-title":"Pattern Recognition Letters"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Wanas, N.M., Kamel, M.S.: Decision fusion in neural network ensembles. In: Proceedings of the 2001 International Joint Conference on Neural Networks, IJCNN 2001, vol.\u00a04, pp. 2952\u20132957 (2001)","DOI":"10.1109\/IJCNN.2001.938847"},{"issue":"3","key":"17_CR20","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1109\/21.155943","volume":"22","author":"L. Xu","year":"1992","unstructured":"Xu, L., Krzyzak, A., Suen, C.Y.: Methods of combining multiple classifiers and their applications to handwriting recognition. IEEE Transactions on Systems, Man, and Cybernetics\u00a022(3), 418\u2013435 (1992)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"3","key":"17_CR21","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/S0165-0114(83)80118-3","volume":"10","author":"H.-J. Zimmermann","year":"1984","unstructured":"Zimmermann, H.-J., Zysno, P.: Decision and evaluations by hierarchical aggregation of information. Fuzzy Sets and Systems\u00a010(3), 243\u2013260 (1984)","journal-title":"Fuzzy Sets and Systems"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks in Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-69939-2_17.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T06:24:52Z","timestamp":1709187892000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-69939-2_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540699385","9783540699392"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-69939-2_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}