{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T18:11:20Z","timestamp":1772302280215,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642023187","type":"print"},{"value":"9783642023194","type":"electronic"}],"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\/978-3-642-02319-4_65","type":"book-chapter","created":{"date-parts":[[2009,6,20]],"date-time":"2009-06-20T06:34:09Z","timestamp":1245479649000},"page":"541-548","source":"Crossref","is-referenced-by-count":28,"title":["Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting"],"prefix":"10.1007","author":[{"given":"Michal","family":"Wozniak","sequence":"first","affiliation":[]},{"given":"Konrad","family":"Jackowski","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"65_CR1","volume-title":"UCI Machine Learning Repository","author":"A. Asuncion","year":"2007","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. University of California, School of Information and Computer Science, Irvine (2007), \n                      \n                        http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"65_CR2","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/PGEC.1965.264059","volume":"EC-16","author":"C.K. Chow","year":"1965","unstructured":"Chow, C.K.: Statistical independence and threshold functions. IEEE Trans.\u00a0on Electronic Computers\u00a0EC-16, 66\u201368 (1965)","journal-title":"IEEE Trans.\u00a0on Electronic Computers"},{"key":"65_CR3","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2001","unstructured":"Duda, R.O., et al.: Pattern Classification. Wiley Interscience, Hoboken (2001)"},{"key":"65_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1007\/3-540-45014-9_2","volume-title":"Multiple Classifier Systems","author":"R.P.W. Duin","year":"2000","unstructured":"Duin, R.P.W., Tax, D.M.J.: Experiments with Classifier Combining Rules. In: Kittler, J., Roli, F. (eds.) MCS 2000. LNCS, vol.\u00a01857, pp. 16\u201329. Springer, Heidelberg (2000)"},{"key":"65_CR5","doi-asserted-by":"crossref","unstructured":"Duin, R.P.W.: The Combining Classifier: to Train or Not to Train? In: Proc. of the ICPR 2002, Quebec City (2002)","DOI":"10.1109\/ICPR.2002.1048415"},{"key":"65_CR6","unstructured":"Duin, R.P.W., et al.: PRTools4, A Matlab Toolbox for Pattern Recognition, Delft University of Technology (2004)"},{"issue":"6","key":"65_CR7","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.on PAMI\u00a027(6), 942\u2013956 (2005)","journal-title":"IEEE Trans.on PAMI"},{"issue":"10","key":"65_CR8","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1109\/34.58871","volume":"12","author":"L.K. Hansen","year":"1990","unstructured":"Hansen, L.K., Salamon, P.: Neural Networks Ensembles. IEEE Trans. on PAMI\u00a012(10), 993\u20131001 (1990)","journal-title":"IEEE Trans. on PAMI"},{"issue":"4","key":"65_CR9","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1016\/S0893-6080(96)00098-6","volume":"10","author":"S. Hashem","year":"1997","unstructured":"Hashem, S.: Optimal linear combinations of neural networks. Neural Networks\u00a010(4), 599\u2013614 (1997)","journal-title":"Neural Networks"},{"key":"65_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1007\/3-540-45683-X_32","volume-title":"PRICAI 2002: Trends in Artificial Intelligence","author":"H. Inoue","year":"2002","unstructured":"Inoue, H., Narihisa, H.: Optimizing a Multiple Classifier Systems. In: Ishizuka, M., Sattar, A. (eds.) PRICAI 2002. LNCS, vol.\u00a02417, pp. 285\u2013294. Springer, Heidelberg (2002)"},{"key":"65_CR11","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/0167-8655(86)90038-3","volume":"4","author":"J. Jozefczyk","year":"1986","unstructured":"Jozefczyk, J.: Determination of optimal recognition algorithm in two-level systems. Pattern recognition Letters\u00a04, 413\u2013420 (1986)","journal-title":"Pattern recognition Letters"},{"issue":"1","key":"65_CR12","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"A.K. Jain","year":"2000","unstructured":"Jain, A.K., Duin, P.W., Mao, J.: Statistical Pattern Recognition: A Review. IEEE Trans.\u00a0on PAMI\u00a022(1), 4\u201337 (2000)","journal-title":"IEEE Trans.\u00a0on PAMI"},{"key":"65_CR13","unstructured":"Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proc. of the 14th Int.Joint Conf. on Artificial Intell., San Mateo, pp. 1137\u20131143 (1995)"},{"key":"65_CR14","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/S0031-3203(99)00223-X","volume":"34","author":"L.I. Kuncheva","year":"2001","unstructured":"Kuncheva, L.I., Bezdek, J.C., Duin, R.P.W.: Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognition\u00a034, 299\u2013314 (2001)","journal-title":"Pattern Recognition"},{"key":"65_CR15","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1007\/s10044-002-0173-7","volume":"6","author":"L.I. Kuncheva","year":"2003","unstructured":"Kuncheva, L.I., Whitaker, C.J., Shipp, C.A., Duin, R.P.W.: Limits on the Majority Vote Accuracy in Classier Fusion. Pattern Analysis and Applications\u00a06, 22\u201331 (2003)","journal-title":"Pattern Analysis and Applications"},{"key":"65_CR16","doi-asserted-by":"publisher","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, Chichester (2004)"},{"key":"65_CR17","doi-asserted-by":"publisher","first-page":"1506","DOI":"10.1016\/j.neunet.2006.01.018","volume":"19","author":"S. Raudys","year":"2006","unstructured":"Raudys, S.: Trainable fusion rules. I. Large sample size case. Neural Networks\u00a019, 1506\u20131516 (2006)","journal-title":"Neural Networks"},{"key":"65_CR18","doi-asserted-by":"publisher","first-page":"1517","DOI":"10.1016\/j.neunet.2006.01.019","volume":"19","author":"S. Raudys","year":"2006","unstructured":"Raudys, S.: Trainable fusion rules. II. Small sample-size effects. Neural Networks\u00a019, 1517\u20131527 (2006)","journal-title":"Neural Networks"},{"key":"65_CR19","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, 341\u2013348 (1996)","journal-title":"Pattern Recognition"},{"key":"65_CR20","doi-asserted-by":"crossref","unstructured":"Van Erp, M., Vuurpijl, L.G., Schomaker, L.R.B.: An overview and comparison of voting methods for pattern recognition. In: Proc.\u00a0of IWFHR.8, Canada, pp. 195\u2013200 (2002)","DOI":"10.1109\/IWFHR.2002.1030908"},{"key":"65_CR21","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1016\/0377-2217(93)E0220-R","volume":"80","author":"L. Kuncheva","year":"1995","unstructured":"Kuncheva, L.: Using degree of consensus in two-level fuzzy pattern recognition. European Journal of Operational Research\u00a080, 365\u2013370 (1995)","journal-title":"European Journal of Operational Research"},{"key":"65_CR22","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/978-3-540-68168-7_49","volume-title":"Information technologies in biomedicine","author":"M. Wozniak","year":"2008","unstructured":"Wozniak, M.: Experiments on linear combiners. In: Pietka, E., Kawa, J. (eds.) Information technologies in biomedicine, pp. 445\u2013452. Springer, Heidelberg (2008)"},{"key":"65_CR23","first-page":"418","volume":"3","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 Trans.\u00a0on SMC\u00a0(3), 418\u2013435 (1992)","journal-title":"IEEE Trans.\u00a0on SMC"}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligence Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02319-4_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,8]],"date-time":"2019-03-08T22:02:33Z","timestamp":1552082553000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02319-4_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642023187","9783642023194"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02319-4_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009]]}}}