{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T17:21:06Z","timestamp":1778692866500,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540239314","type":"print"},{"value":"9783540304999","type":"electronic"}],"license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"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":[[2004]]},"DOI":"10.1007\/978-3-540-30499-9_22","type":"book-chapter","created":{"date-parts":[[2010,6,30]],"date-time":"2010-06-30T09:41:13Z","timestamp":1277890873000},"page":"150-157","source":"Crossref","is-referenced-by-count":6,"title":["Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick"],"prefix":"10.1007","author":[{"given":"Manuel","family":"Mart\u00edn-Merino","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"Mu\u00f1oz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"22_CR1","doi-asserted-by":"crossref","unstructured":"Aggarwal, C.C., Hinneburg, A., Keim, D.A.: On the surprising behavior of distance metrics in high dimensional spaces. In: Proc. of the International Conference on Database Theory (ICDT), London, UK, January 2001, pp. 420\u2013434 (2001)","DOI":"10.1007\/3-540-44503-X_27"},{"key":"22_CR2","volume-title":"Modern Information Retrieval","author":"R. Baeza-Yates","year":"1999","unstructured":"Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. Addison- Wesley, New York (1999)"},{"issue":"2","key":"22_CR3","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1137\/S0036144598347035","volume":"41","author":"M.W. Berry","year":"1999","unstructured":"Berry, M.W., Drmac, Z., Jessup, E.R.: Matrices, vector spaces and information retrieval. SIAM review\u00a041(2), 335\u2013362 (1999)","journal-title":"SIAM review"},{"key":"22_CR4","volume-title":"Multidimensional Scaling","author":"T.F. Cox","year":"2001","unstructured":"Cox, T.F., Cox, M.A.A.: Multidimensional Scaling, 2nd edn. Chapman & Hall\/CRC Press, New York (2001)","edition":"2"},{"key":"22_CR5","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/B978-044450270-4\/50024-3","volume-title":"Kohonen Maps, ch. 6","author":"T. Heskes","year":"1999","unstructured":"Heskes, T.: Energy functions for self-organizing maps. In: Oja, E., Kaski, S. (eds.) Kohonen Maps, ch. 6, pp. 303\u2013315. Elsevier, Amsterdam (1999)"},{"key":"22_CR6","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316801","volume-title":"Finding groups in Data; An Introduction to Cluster Analysis","author":"L. Kaufman","year":"1990","unstructured":"Kaufman, L., Rousseeuw, P.J.: Finding groups in Data; An Introduction to Cluster Analysis. John Wiley and Sons, USA (1990)"},{"key":"22_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97610-0","volume-title":"Self-Organizing Maps","author":"T. Kohonen","year":"1995","unstructured":"Kohonen, T.: Self-Organizing Maps, 2nd edn. Springer, Berlin (1995)","edition":"2"},{"issue":"3","key":"22_CR8","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1109\/72.846729","volume":"11","author":"T. Kohonen","year":"2000","unstructured":"Kohonen, T., Kaski, S., Lagus, K., Salojarvi, J., Honkela, J., Paatero, V., Saarela, A.: Organization of a massive document collection. IEEE Transactions on Neural Networks\u00a011(3), 574\u2013585 (2000)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"22_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1007\/3-540-44668-0_60","volume-title":"Artificial Neural Networks - ICANN 2001","author":"M. Mart\u00edn-Merino","year":"2001","unstructured":"Mart\u00edn-Merino, M., Mu\u00f1oz, A.: Self organizing map and sammon mapping for asymmetric proximities. In: Dorffner, G., Bischof, H., Hornik, K. (eds.) ICANN 2001. LNCS, vol.\u00a02130, pp. 429\u2013435. Springer, Heidelberg (2001)"},{"key":"22_CR10","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1162\/neco.1995.7.6.1165","volume":"7","author":"F. Mulier","year":"1995","unstructured":"Mulier, F., Cherkassky, V.: Self-organization as an iterative kernel smoothing process. Neural Computation\u00a07, 1165\u20131177 (1995)","journal-title":"Neural Computation"},{"key":"22_CR11","doi-asserted-by":"crossref","unstructured":"Mu\u00f1oz, A.: Compound key word generation from document databases using a hierarchical clustering art model. Journal of Intelligent Data Analysis\u00a01(1) (1997)","DOI":"10.3233\/IDA-1997-1103"},{"key":"22_CR12","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/S0925-2312(97)00068-4","volume":"18","author":"A. Mu\u00f1oz","year":"1998","unstructured":"Mu\u00f1oz, A.: Self-organizing Maps for outlier detection. Neurocomputing\u00a018, 33\u201360 (1998)","journal-title":"Neurocomputing"},{"issue":"1","key":"22_CR13","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/72.896793","volume":"12","author":"A. Ruiz","year":"2001","unstructured":"Ruiz, A., L\u00f3pez de Teruel, P.E.: Nonlinear kernel-based statistical pattern analysis. IEEE Transactions on Neural Networks\u00a012(1), 16\u201332 (2001)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"5","key":"22_CR14","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.1109\/72.788641","volume":"10","author":"B. Sch\u00f6lkopf","year":"1999","unstructured":"Sch\u00f6lkopf, B., Mika, S., Burges, C.J.C., Knirsch, P.: Input space versus feature space in kernel-based methods. IEEE Transactions on Neural Networks\u00a010(5), 1000\u20131017 (1999)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"22_CR15","volume-title":"Learning with Kernels","author":"B. Scholkopf","year":"2002","unstructured":"Scholkopf, B., Smola, A.J.: Learning with Kernels. MIT Press, Cambridge (2002)"},{"key":"22_CR16","unstructured":"Strehl, A., Ghosh, J., Mooney, R.: Impact of similarity measures on web-page clustering.Workshop of Artificial Intelligence forWeb Search, Austin, Texas, USA, 58-64 (July 2000)"},{"key":"22_CR17","unstructured":"Yang, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In: Proc. of the International Conference on Machine Learning, Nashville, Tennessee, USA, pp. 412\u2013420 (July 1997)"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30499-9_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T14:22:35Z","timestamp":1778250155000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-540-30499-9_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540239314","9783540304999"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30499-9_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}