{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T20:52:13Z","timestamp":1764276733897,"version":"3.40.4"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319111780"},{"type":"electronic","value":"9783319111797"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11179-7_14","type":"book-chapter","created":{"date-parts":[[2014,8,18]],"date-time":"2014-08-18T01:36:27Z","timestamp":1408325787000},"page":"105-112","source":"Crossref","is-referenced-by-count":4,"title":["Classification with Reject Option Using the Self-Organizing Map"],"prefix":"10.1007","author":[{"given":"Ricardo","family":"Sousa","sequence":"first","affiliation":[],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Ajalmar R.","family":"da Rocha Neto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Jaime S.","family":"Cardoso","sequence":"additional","affiliation":[],"role":[{"role":"author","vocab":"crossref"}]},{"given":"Guilherme A.","family":"Barreto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocab":"crossref"}]}],"member":"297","reference":[{"key":"14_CR1","doi-asserted-by":"crossref","unstructured":"Thomas, L.C., Edelman, D.B., Crook, J.N.: Credit Scoring and Its Applications, 1st edn. SIAM (2002)","DOI":"10.1137\/1.9780898718317"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Han, J., Gao, J.: Research challenges for data mining in science and engineering. In: Kargupta, H., Han, J., Yu, P.S., Motwani, R., Kumar, V. (eds.) Next Generation of Data Mining, pp. 1\u201318. Chapman & Hall \/ CRC Press (2009)","DOI":"10.1201\/9781420085877.pt1"},{"key":"14_CR3","first-page":"1605","volume":"11","author":"R. El-Yaniv","year":"2010","unstructured":"El-Yaniv, R., Wiener, Y.: On the foundations of noise-free selective classification. Journal of Machine Learning Research\u00a011, 1605\u20131641 (2010)","journal-title":"Journal of Machine Learning Research"},{"issue":"1","key":"14_CR4","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1109\/TIT.1970.1054406","volume":"16","author":"C. Chow","year":"1970","unstructured":"Chow, C.: On optimum recognition error and reject tradeoff. IEEE Transactions on Information Theory\u00a016(1), 41\u201346 (1970)","journal-title":"IEEE Transactions on Information Theory"},{"issue":"115","key":"14_CR5","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/S0165-0114(99)00022-6","volume":"34","author":"H. Ishibuchi","year":"2000","unstructured":"Ishibuchi, H., Nii, M.: Neural networks for soft decision making. Fuzzy Sets and Systems\u00a034(115), 121\u2013140 (2000)","journal-title":"Fuzzy Sets and Systems"},{"key":"14_CR6","unstructured":"Sousa, R., da Rocha Neto, A.R., Barreto, G.A., Cardoso, J.S., Coimbra, M.T.: Reject Option Paradigm for the Reduction of Support Vectors. In: ESANN (accepted 2014)"},{"key":"14_CR7","doi-asserted-by":"crossref","first-page":"281","DOI":"10.3233\/AIC-130566","volume":"26","author":"R. Sousa","year":"2013","unstructured":"Sousa, R., Cardoso, J.S.: The Data Replication Method for the Classification with Reject Option. AI Communications\u00a026, 281\u2013302 (2013)","journal-title":"AI Communications"},{"issue":"9","key":"14_CR8","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T. Kohonen","year":"1990","unstructured":"Kohonen, T.: The self-organizing map. Proceedings of the IEEE\u00a078(9), 1464\u20131480 (1990)","journal-title":"Proceedings of the IEEE"},{"key":"14_CR9","unstructured":"van Hulle, M.: Self-organizing maps. In: Rozenberg, G., Baeck, T., Kok, J. (eds.) Handbook of Natural Computing: Theory, Experiments, and Applications, pp. 1\u201345. Springer (2010)"},{"key":"14_CR10","series-title":"SCI","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1007\/978-3-540-78293-3_17","volume-title":"Computational Intelligence: A Compendium","author":"H. Yin","year":"2008","unstructured":"Yin, H.: The self-organizing maps: Background, theories, extensions and applications. In: Jain, L.C., Fulcher, J. (eds.) Computational Intelligence: A Compendium. SCI, vol.\u00a0115, pp. 715\u2013762. Springer, Heidelberg (2008)"},{"key":"14_CR11","doi-asserted-by":"crossref","unstructured":"Mattos, C.L.C., Barreto, G.A.: ARTIE and MUSCLE models: building ensemble classifiers from fuzzy ART and SOM networks. Neural Computing & Applications (2012)","DOI":"10.1007\/s00521-011-0747-7"},{"issue":"3","key":"14_CR12","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/2.28","volume":"21","author":"T. Kohonen","year":"1988","unstructured":"Kohonen, T.: The \u2019neural\u2019 phonetic typewriter. Computer\u00a021(3), 11\u201322 (1988)","journal-title":"Computer"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Kohonen, T.: Self-Organizing Maps, 3rd edn. Springer (2001)","DOI":"10.1007\/978-3-642-56927-2"},{"key":"14_CR14","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/j.neucom.2003.09.009","volume":"56","author":"E. Bodt de","year":"2004","unstructured":"de Bodt, E., Cottrell, M., Letremy, P., Verleysen, M.: On the use of self-organizing maps to accelerate vector quantization. Neurocomputing\u00a056, 187\u2013203 (2004)","journal-title":"Neurocomputing"},{"key":"14_CR15","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1007\/s00521-005-0002-1","volume":"15","author":"J. Malone","year":"2005","unstructured":"Malone, J., McGarry, K., Wermter, S., Bowerman, C.: Data mining using rule extraction from Kohonen self-organising maps. Neural Computing and Applications\u00a015, 9\u201317 (2005)","journal-title":"Neural Computing and Applications"},{"key":"14_CR16","first-page":"625","volume-title":"Advances in Neural Information Processing Systems","author":"B. Fritzke","year":"1995","unstructured":"Fritzke, B.: A growing neural gas network learns topologies. In: Advances in Neural Information Processing Systems, vol.\u00a07, pp. 625\u2013632. MIT Press, Cambridge (1995)"},{"issue":"2","key":"14_CR17","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1109\/TNN.2006.871720","volume":"17","author":"E. Berglund","year":"2006","unstructured":"Berglund, E., Sitte, J.: Parameterless self-organizing map algorithm. IEEE Transactions on Neural Networks\u00a017(2), 305\u2013316 (2006)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"2","key":"14_CR18","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1109\/72.914534","volume":"12","author":"H. Yin","year":"2001","unstructured":"Yin, H., Allinson, N.M.: Self-organizing mixture networks for probability density estimation. IEEE Transactions on Neural Networks\u00a012(2), 405\u2013411 (2001)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"14_CR19","unstructured":"Alhoniemi, E., Himberg, J., Vesanto, J.: Probabilistic measures for responses of self-organizing map units. In: International ICSC Congress on Computational Intelligence Methods and Applications CIMA, pp. 286\u2013290. ICSC Academic Press (1999)"},{"key":"14_CR20","doi-asserted-by":"crossref","unstructured":"Holmstr\u00f6m, L., H\u00e4m\u00e4l\u00e4inen, A.: The self-organizing reduced kernel density estimator. In: Proceedings of the 1993 IEEE International Conference on Neural Networks (ICNN 1993), pp. 417\u2013421 (1993)","DOI":"10.1109\/ICNN.1993.298593"},{"key":"14_CR21","first-page":"1393","volume":"8","author":"J.S. Cardoso","year":"2007","unstructured":"Cardoso, J.S., da Costa, J.F.P.: Learning to classify ordinal data: the data replication method. Journal of Machine Learning Research\u00a08, 1393\u20131429 (2007)","journal-title":"Journal of Machine Learning Research"},{"key":"14_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1007\/978-3-642-21257-4_73","volume-title":"Pattern Recognition and Image Analysis","author":"A.R. Rocha Neto da","year":"2011","unstructured":"da Rocha Neto, A.R., Sousa, R., de Barreto, G.A., Cardoso, J.S.: Diagnostic of pathology on the vertebral column with embedded reject option. In: Vitri\u00e0, J., Sanches, J.M., Hern\u00e1ndez, M. (eds.) IbPRIA 2011. LNCS, vol.\u00a06669, pp. 588\u2013595. Springer, Heidelberg (2011)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2014"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11179-7_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T07:38:29Z","timestamp":1746344309000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-11179-7_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319111780","9783319111797"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11179-7_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}