{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,21]],"date-time":"2025-12-21T06:25:57Z","timestamp":1766298357608},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540219378"},{"type":"electronic","value":"9783540246749"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-24674-9_17","type":"book-chapter","created":{"date-parts":[[2010,8,4]],"date-time":"2010-08-04T21:36:21Z","timestamp":1280957781000},"page":"154-163","source":"Crossref","is-referenced-by-count":7,"title":["A Meta-classifier Approach for Medical Diagnosis"],"prefix":"10.1007","author":[{"given":"George L.","family":"Tsirogiannis","sequence":"first","affiliation":[]},{"given":"Dimitrios","family":"Frossyniotis","sequence":"additional","affiliation":[]},{"given":"Konstantina S.","family":"Nikita","sequence":"additional","affiliation":[]},{"given":"Andreas","family":"Stafylopatis","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"17_CR1","doi-asserted-by":"crossref","unstructured":"Alpaydin, E.: Multiple networks for function learning. In: Proceedings of the 1993 IEEE International Conference on Neural Networks, vol.\u00a0I, pp. 27\u201332 (1993)","DOI":"10.1109\/ICNN.1993.298539"},{"key":"17_CR2","unstructured":"Alpaydin, E.: Techniques for combining multiple learners. In: Proceedings of Engineering of Intelligent Systems, vol.\u00a02, pp. 6\u201312. ICSC Press (1998)"},{"key":"17_CR3","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1023\/A:1007515423169","volume":"36","author":"E. Bauer","year":"1999","unstructured":"Bauer, E., Kohavi, R.: An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting and Variants. Machine Learning\u00a036, 105\u2013139 (1999)","journal-title":"Machine Learning"},{"key":"17_CR4","unstructured":"Breiman, L.: Bagging Predictors. Technical report 421. Department of Statistics, University of California, Berkeley (1994)"},{"key":"17_CR5","volume-title":"Classification and Regression Trees","author":"L. Breiman","year":"1994","unstructured":"Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Chapman and Hall, New York (1994)"},{"key":"17_CR6","volume-title":"Boosting using Neural Networks","author":"H. Drucker","year":"1998","unstructured":"Drucker, H.: Boosting using Neural Networks. Springer, Heidelberg (1998)"},{"key":"17_CR7","doi-asserted-by":"crossref","unstructured":"Drucker, H., Cortes, C., Jackel, L., LeCun, Y., Vapnik, V.: Boosting and other machine learning algorithms. In: Proceedings on the Eleventh International Conference on Machine Learning, New Brunswick, NJ, pp. 53\u201361 (1994)","DOI":"10.1016\/B978-1-55860-335-6.50015-5"},{"issue":"2","key":"17_CR8","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1006\/inco.1995.1136","volume":"121","author":"Y. Freund","year":"1996","unstructured":"Freund, Y.: Boosting a weak learning algorithm by majority. Information and Computation\u00a0121(2), 256\u2013285 (1996)","journal-title":"Information and Computation"},{"key":"17_CR9","unstructured":"Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. Proceedings on the Thirteenth International Conference on Machine Learning, pp. 148\u2013156 (1996)"},{"key":"17_CR10","first-page":"32","volume-title":"Pattern Analysis and Applications","author":"D. Frosyniotis","year":"2003","unstructured":"Frosyniotis, D., Stafylopatis, A., Likas, A.: A divide-and-conquer method for multi-net classifiers. In: Pattern Analysis and Applications, vol.\u00a06, pp. 32\u201340. Springer, Heidelberg (2003)"},{"key":"17_CR11","doi-asserted-by":"crossref","unstructured":"Gletsos, M., Mougiakakou, S.G., Matsopoulos, G., Nikita, K.S., Nikita, A.S.: A Computer- Aided Diagnostic System to Characterize CT Focal Liver Lesions: Design and Optimization of a Neural Network Classifier. IEEE Transactions on Information Technology in Biomedicine\u00a07(3) (September 2003)","DOI":"10.1109\/TITB.2003.813793"},{"key":"17_CR12","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1109\/34.58871","volume":"12","author":"L. Hansen","year":"1990","unstructured":"Hansen, L., Salamon, P.: Neural Network Enembles. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a012, 993\u20131001 (1990)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"Hu, Y.H., Palreddy, S., Tompkins, W.J.: A Patient-Adaptable ECG Beat Classifier Using a Mixture-of-Experts Approach. IEEE Transactions on Biomedical Engineering\u00a044(9) (September 1997)","DOI":"10.1109\/10.623058"},{"key":"17_CR14","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1613\/jair.614","volume":"11","author":"R. Maclin","year":"1999","unstructured":"Maclin, R., Opitz, D.: Popular Ensemble Methods: An empirical study. Journal of Artificial Intelligence Research\u00a011, 169\u2013198 (1999)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"17_CR15","volume-title":"Advances in Kernel Methods - Support Vector Learning","author":"J. Platt","year":"1998","unstructured":"Platt, J.: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In: Advances in Kernel Methods - Support Vector Learning, MIT Press, Cambridge (1998)"},{"key":"17_CR16","unstructured":"Quinlan, J.R.: Bagging, Boosting and C4.5. In: Proceedings on the Thirteenth National Conference on Artificial Intelligence, pp. 725\u2013730. AAAI Press\/The MIT Press (1996)"},{"key":"17_CR17","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, California (1993)"},{"key":"17_CR18","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations of backpropagation errors. Nature (London)\u00a0323, 533\u2013536 (1986)","journal-title":"Nature (London)"},{"key":"17_CR19","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-0793-4","volume-title":"Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems","author":"A.J.C. Sharkey","year":"1999","unstructured":"Sharkey, A.J.C.: Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems. Springer, Heidelberg (1999)"},{"key":"17_CR20","unstructured":"UCI Machine Learning Databases Repository, University of California-Irvine, Department of Information and Computer Science, ftp:\/\/ftp.ics.edu\/pub\/machine-learning-databases"},{"key":"17_CR21","first-page":"831","volume-title":"Advances in Neural Information Processing Systems","author":"V.N. Vapnik","year":"1992","unstructured":"Vapnik, V.N.: Principles of risk minimization for learning theory. In: Advances in Neural Information Processing Systems, vol.\u00a04, pp. 831\u2013838. Morgan Kaufmann, San Mateo (1992)"},{"key":"17_CR22","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Wiley, New York (1998)"},{"key":"17_CR23","doi-asserted-by":"crossref","unstructured":"Zhou, Z.H., Jiang, Y.: Medical Diagnosis With C4.5 Rule Preceded by Artificial Neural Network Ensemble. IEEE Transactions on Biomedical Engineering\u00a07(1) (March 2003)","DOI":"10.1109\/TITB.2003.808498"}],"container-title":["Lecture Notes in Computer Science","Methods and Applications of Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-24674-9_17.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T23:51:47Z","timestamp":1605743507000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-24674-9_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540219378","9783540246749"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-24674-9_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}