{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T19:51:26Z","timestamp":1760385086487,"version":"3.37.3"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642118180"},{"type":"electronic","value":"9783642118197"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-11819-7_10","type":"book-chapter","created":{"date-parts":[[2010,8,16]],"date-time":"2010-08-16T12:04:34Z","timestamp":1281960274000},"page":"124-136","source":"Crossref","is-referenced-by-count":5,"title":["Extending Learning Vector Quantization for Classifying Data with Categorical Values"],"prefix":"10.1007","author":[{"given":"Ning","family":"Chen","sequence":"first","affiliation":[]},{"given":"Nuno C.","family":"Marques","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"10_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56927-2","volume-title":"Self-Organizing Maps","author":"T. Kohonen","year":"2001","unstructured":"Kohonen, T.: Self-Organizing Maps, 3rd edn. Springer, Berlin (2001)","edition":"3"},{"key":"10_CR2","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1007\/11595014_31","volume-title":"Progress in Artificial Intelligence","author":"N. Chen","year":"2005","unstructured":"Chen, N., Marques, M.N.: An Extension of Self-Organizing Maps to Categorical Data. In: Bento, C., Cardoso, A., Dias, G. (eds.) EPIA 2005. LNCS (LNAI), vol.\u00a03808, pp. 304\u2013313. Springer, Heidelberg (2005)"},{"key":"10_CR3","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1023\/A:1009769707641","volume":"2","author":"Z. Huang","year":"1998","unstructured":"Huang, Z.: Extensions to the K-means Algorithms for Clustering Large data Sets with Categorical Values. Data Mining and Knowledge Discovery\u00a02, 283\u2013304 (1998)","journal-title":"Data Mining and Knowledge Discovery"},{"issue":"9","key":"10_CR4","first-page":"1464","volume":"78","author":"T. Kohonen","year":"1990","unstructured":"Kohonen, T.: The Self-Organizing Map. Proceedings of IEEE Special Issue on Neural Networks\u00a078(9), 1464\u20131480 (1990)","journal-title":"Proceedings of IEEE Special Issue on Neural Networks"},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0925-2312(98)00030-7","volume":"21","author":"T. Kohonen","year":"1998","unstructured":"Kohonen, T.: The Self-organizing Map. Neurocomputing\u00a021, 1\u20136 (1998)","journal-title":"Neurocomputing"},{"key":"10_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1007\/978-3-540-28647-9_31","volume-title":"Advances in Neural Networks \u2013 ISNN 2004","author":"D. Zhang","year":"2004","unstructured":"Zhang, D., Chen, S., Zhou, Z.: Fuzzy-kernel Learning Vector Quantization. In: Yin, F.-L., Wang, J., Guo, C. (eds.) ISNN 2004. LNCS, vol.\u00a03173, pp. 180\u2013185. Springer, Heidelberg (2004)"},{"issue":"2","key":"10_CR7","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.mri.2006.09.043","volume":"25","author":"M. Yang","year":"2007","unstructured":"Yang, M., Lin, K., Liu, H., Lirng, J.: Magnetic Resonance Imaging Segmentation Techniques using Batch-type Learning Vector Quantization Algorithms. Magnetic Resonance Imaging\u00a025(2), 265\u2013277 (2007)","journal-title":"Magnetic Resonance Imaging"},{"issue":"20","key":"10_CR8","doi-asserted-by":"publisher","first-page":"3895","DOI":"10.1016\/j.ins.2008.05.017","volume":"178","author":"G.E. Tsekouras","year":"2008","unstructured":"Tsekouras, G.E., Antoniosa, M., Anagnostopoulosa, C., Gavalasa, D., Economou, D.: Improved Batch Fuzzy Learning Vector Qantization for Image Compression. Information Sciences\u00a0178(20), 3895\u20133907 (2008)","journal-title":"Information Sciences"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Chen, N., Vieira, A.: Bankruptcy Prediction Based on Independent Component Analysis. In: Proceedings of International Conference on Agents and Artificial Intelligence (ICAART 2009), Portugal, pp. 150\u2013155 (2009)","DOI":"10.5220\/0001536301500155"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Visa, A., Valkealahti, K., Iivarinen, J., Simula, O.: Experiences from Operational Cloud Classifier based on Self-organising Map. In: Procedings of SPIE, Orlando, Florida. Applications of Artificial Neural Networks V, vol.\u00a02243, pp. 484\u2013495 (1994)","DOI":"10.1117\/12.169997"},{"issue":"B","key":"10_CR11","first-page":"29","volume":"42","author":"A. Priyono","year":"2005","unstructured":"Priyono, A., Ridwan, M., Alias, A.J., Rahmat, R., Hassan, A., Ali, M.: Application of LVQ Neural Network in Real-Time Adaptive Traffic Signal Control. Journal Teknologi\u00a042(B), 29\u201344 (2005)","journal-title":"Journal Teknologi"},{"issue":"10","key":"10_CR12","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/S0925-2312(98)00031-9","volume":"21","author":"T. Kohonen","year":"1998","unstructured":"Kohonen, T., Somervuo, P.: Self-Organizing Maps of Symbol Strings. Neurocomputing\u00a021(10), 19\u201330 (1998)","journal-title":"Neurocomputing"},{"issue":"2","key":"10_CR13","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1023\/A:1018741720065","volume":"10","author":"T. Somervuo","year":"1999","unstructured":"Somervuo, T., Kohonen, T.: Self-Organizing Maps and Learning Vector Quantization for Feature Sequences. Neural Processing Letters\u00a010(2), 151\u2013159 (1999)","journal-title":"Neural Processing Letters"},{"key":"10_CR14","unstructured":"Laboratory of computer and information sciences & Neural networks research center, Helsinki University of Technology: SOM Toolbox 2.0"},{"key":"10_CR15","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. University of California, Department of Information and Computer Science, Irvine, CA, http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"10_CR16","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"H. Witten","year":"2005","unstructured":"Witten, H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"},{"issue":"3","key":"10_CR17","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/S1088-467X(99)00018-9","volume":"3","author":"S.D. Bay","year":"1999","unstructured":"Bay, S.D.: Nearest Neighbor Classification from Multiple Feature Subsets. Intelligent Data Analysis\u00a03(3), 191\u2013209 (1999)","journal-title":"Intelligent Data Analysis"},{"key":"10_CR18","first-page":"803","volume-title":"Proceedings of the Eighth National Conference on Artificial Intelligence","author":"C. Matheus","year":"1990","unstructured":"Matheus, C.: Adding Domain Knowledge to sbl through Feature Construction. In: Proceedings of the Eighth National Conference on Artificial Intelligence, pp. 803\u2013808. AAAI Press, Boston (1990)"},{"key":"10_CR19","unstructured":"Bader, S., Holldobler, S., Marques, N.: Guiding Backprop by Inserting Rules. In: dAvila Garcez, A.S., Hitzler, P. (eds.) Proceeding of 18th European Conference on Artificial Intelligence, the 4th InternationalWorkshop on Neural-Symbolic Learning and Reasoning. ISSN, vol.\u00a0366, Patras, Greece, pp. 1613\u20130073 (2008)"},{"key":"10_CR20","unstructured":"Silva, B., Marques, N.C.: A Hybrid Parallel SOM Algorithm for Large Maps in Data-Mining. In:Proceedings of 13th Portuguese Conference on Artificial Intelligence (EPIA 2007), Workshop on Business Intelligence, Portugal. IEEE Guimaraes (2007)"},{"key":"10_CR21","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"J.C. Bezdek","year":"1981","unstructured":"Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum Press, New York (1981)"},{"key":"10_CR22","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1007\/978-3-540-30537-8_5","volume-title":"Data Mining and Knowledge Management","author":"N. Chen","year":"2005","unstructured":"Chen, N.: Fuzzy Classification using Self-Organizing Map and Learning Vector Quantization. In: Shi, Y., Xu, W., Chen, Z. (eds.) CASDMKM 2004. LNCS (LNAI), vol.\u00a03327, pp. 41\u201350. Springer, Heidelberg (2005)"},{"key":"10_CR23","unstructured":"Marques, N., Bader, S., Rocio, V., Holldobler, S.: Neuro-Symbolic Word Tagging. In: Proceedings of 13th Portuguese Conference on Artificial Intelligence (EPIA 2007), 2nd Workshop on Text Mining and Applications, Portugal, pp. 779\u2013790. IEEE Guimaraes (2007)"}],"container-title":["Communications in Computer and Information Science","Agents and Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-11819-7_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,24]],"date-time":"2025-02-24T15:56:56Z","timestamp":1740412616000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-11819-7_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642118180","9783642118197"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-11819-7_10","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2010]]}}}