{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T17:10:02Z","timestamp":1745341802229,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642346293"},{"type":"electronic","value":"9783642346309"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34630-9_49","type":"book-chapter","created":{"date-parts":[[2012,11,23]],"date-time":"2012-11-23T14:56:23Z","timestamp":1353682583000},"page":"475-484","source":"Crossref","is-referenced-by-count":3,"title":["Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images"],"prefix":"10.1007","author":[{"given":"Bartosz","family":"Krawczyk","sequence":"first","affiliation":[]},{"given":"Pawe\u0142","family":"Filipczuk","sequence":"additional","affiliation":[]},{"given":"Micha\u0142","family":"Wo\u017aniak","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"49_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the em algorithm. Journal of the Royal Statistical Society: Series B (Methodological)\u00a039(1), 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society: Series B (Methodological)"},{"key":"49_CR2","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley, New York (2001)","edition":"2"},{"key":"49_CR3","first-page":"193","volume":"15","author":"P. Filipczuk","year":"2010","unstructured":"Filipczuk, P., Kowal, M., Marciniak, A.: Feature selection for breast cancer malignancy classification problem. J. Medical Informatics & Technologies\u00a015, 193\u2013199 (2010)","journal-title":"J. Medical Informatics & Technologies"},{"issue":"3","key":"49_CR4","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1561\/2000000034","volume":"4","author":"M.R. Gupta","year":"2010","unstructured":"Gupta, M.R., Chen, Y.: Theory and use of the em algorithm. Foundations and Trends in Signal Processing\u00a04(3), 224\u2013292 (2010)","journal-title":"Foundations and Trends in Signal Processing"},{"issue":"2","key":"49_CR5","doi-asserted-by":"publisher","first-page":"159","DOI":"10.2478\/v10006-008-0015-x","volume":"18","author":"M. Hrebie\u0144","year":"2010","unstructured":"Hrebie\u0144, M., Ste\u0107, P., Obuchowicz, A., Nieczkowski, T.: Segmentation of breast cancer fine needle biopsy cytological images. Int. J. Appl. Math. and Comp. Sci.\u00a018(2), 159\u2013170 (2010)","journal-title":"Int. J. Appl. Math. and Comp. Sci."},{"issue":"4","key":"49_CR6","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1007\/s10044-008-0137-7","volume":"12","author":"K. Jackowski","year":"2009","unstructured":"Jackowski, K., Wozniak, M.: Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas. Pattern Analysis and Applications\u00a012(4), 415\u2013425 (2009)","journal-title":"Pattern Analysis and Applications"},{"key":"49_CR7","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A.K. Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data clustering: a review. ACM Comput. Surv.\u00a031, 264\u2013323 (1999)","journal-title":"ACM Comput. Surv."},{"issue":"1","key":"49_CR8","first-page":"75","volume":"18","author":"\u0141. Jele\u0144","year":"2010","unstructured":"Jele\u0144, \u0141., Fevens, T., Krzy\u017cak, A.: Classification of breast cancer malignancy using cytological images of fine needle aspiration biopsies. Int. J. Appl. Math. and Comp. Sci.\u00a018(1), 75\u201383 (2010)","journal-title":"Int. J. Appl. Math. and Comp. Sci."},{"key":"49_CR9","series-title":"AISC","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/978-3-642-23154-4_26","volume-title":"Image Processing and Communications Challenges 3","author":"B. Krawczyk","year":"2011","unstructured":"Krawczyk, B., Wo\u017aniak, M.: Designing Cost-Sensitive Ensemble \u2013 Genetic Approach. In: Chora\u015b, R.S. (ed.) Image Processing and Communications Challenges 3. AISC, vol.\u00a0102, pp. 227\u2013234. Springer, Heidelberg (2011)"},{"key":"49_CR10","doi-asserted-by":"crossref","unstructured":"Kuncheva, L.I.: Clustering-and-selection model for classifier combination. In: Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, vol.\u00a01, pp. 185\u2013188 (2000)","DOI":"10.1109\/KES.2000.885788"},{"key":"49_CR11","doi-asserted-by":"crossref","unstructured":"Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms. Wiley-Interscience (2004)","DOI":"10.1002\/0471660264"},{"key":"49_CR12","doi-asserted-by":"crossref","unstructured":"Marciniak, A., Obuchowicz, A., Monczak, A., Ko\u0142odzi\u0144ski, M.: Cytomorphometry of fine needle biopsy material from the breast cancer. In: Proc. 4th Int. Conf. on Computer Recognition Systems, CORES 2005, pp. 603\u2013609 (2005)","DOI":"10.1007\/3-540-32390-2_71"},{"key":"49_CR13","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-03315-9","volume-title":"Genetic algorithms + data structures = evolution programs","author":"Z. Michalewicz","year":"1996","unstructured":"Michalewicz, Z.: Genetic algorithms + data structures = evolution programs, 3rd edn. Springer, London (1996)","edition":"3"},{"key":"49_CR14","doi-asserted-by":"crossref","unstructured":"Naz, S., Majeed, H., Irshad, H.: Image segmentation using fuzzy clustering: A survey. In: Proc 6th Int. Conf. Emerging Technologies, ICET 2010, pp. 181\u2013186 (2010)","DOI":"10.1109\/ICET.2010.5638492"},{"issue":"1","key":"49_CR15","doi-asserted-by":"publisher","first-page":"149","DOI":"10.2478\/v10006-010-0011-9","volume":"20","author":"J. \u015amieta\u0144ski","year":"2010","unstructured":"\u015amieta\u0144ski, J., Tadeusiewicz, R., \u0141uczy\u0144ska, E.: Texture analysis in perfusion images of prostate cancer - a case study. Int. J. Appl. Math and Comp. Sci.\u00a020(1), 149\u2013156 (2010)","journal-title":"Int. J. Appl. Math and Comp. Sci."},{"key":"49_CR16","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-85729-333-6","volume-title":"Advanced Algorithmic Approaches to Medical Image Segmentation","author":"J.S. Suri","year":"2002","unstructured":"Suri, J.S., Setarhdan, K., Singh, S.: Advanced Algorithmic Approaches to Medical Image Segmentation. Springer, London (2002)"},{"key":"49_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-1473-4","volume-title":"Introduction to biopsy interpretation and surgical pathology","author":"J.C.E. Underwood","year":"1987","unstructured":"Underwood, J.C.E.: Introduction to biopsy interpretation and surgical pathology. Springer, London (1987)"},{"key":"49_CR18","series-title":"Advances in Soft Computing","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. Advances in Soft Computing, vol.\u00a047, pp. 445\u2013452. Springer, Heidelberg (2008)"},{"key":"49_CR19","doi-asserted-by":"crossref","unstructured":"Wozniak, M., Krawczyk, B.: Combined classifier based on feature space partitioning. Journal of Applied Mathematics and Computer Science 22(4) (in press, to appear, 2012)","DOI":"10.2478\/v10006-012-0063-0"},{"issue":"7","key":"49_CR20","first-page":"925","volume":"13","author":"M. Wozniak","year":"2010","unstructured":"Wozniak, M., Zmyslony, M.: Combining classifiers using trained fuser - analytical and experimental results. Neural Network World\u00a013(7), 925\u2013934 (2010)","journal-title":"Neural Network World"},{"key":"49_CR21","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1162\/neco.1996.8.1.129","volume":"8","author":"L. Xu","year":"1996","unstructured":"Xu, L., Jordan, M.I.: On convergence properties of the em algorithm for gaussian mixtures. Neural Computation\u00a08, 129\u2013151 (1996)","journal-title":"Neural Computation"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence. Technologies and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34630-9_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T16:55:06Z","timestamp":1745340906000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-34630-9_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642346293","9783642346309"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34630-9_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}