{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T11:57:01Z","timestamp":1774871821554,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":9,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540440741","type":"print"},{"value":"9783540460848","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-46084-5_154","type":"book-chapter","created":{"date-parts":[[2007,10,19]],"date-time":"2007-10-19T12:20:51Z","timestamp":1192796451000},"page":"951-956","source":"Crossref","is-referenced-by-count":26,"title":["Distance Matrix Based Clustering of the Self-Organizing Map"],"prefix":"10.1007","author":[{"given":"Juha","family":"Vesanto","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mika","family":"Sulkava","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,8,21]]},"reference":[{"issue":"2","key":"154_CR1","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1109\/TPAMI.1979.4766909","volume":"PAMI-1","author":"David L. Davies","year":"1979","unstructured":"David L. Davies and Donald W. Bouldin. A Cluster Separation Measure. IEEE Trans. on Pattern Analysis and Machine Intelligence, PAMI-1(2):224\u2013227, April 1979.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"154_CR2","series-title":"Springer Series in Information Sciences","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97610-0","volume-title":"Self-Organizing Maps","author":"T. Kohonen","year":"1995","unstructured":"Teuvo Kohonen. Self-Organizing Maps, volume 30 of Springer Series in Information Sciences. Springer, Berlin, Heidelberg, 2nd edition, 1995.","edition":"2nd edition"},{"issue":"3","key":"154_CR3","doi-asserted-by":"publisher","first-page":"548","DOI":"10.1109\/72.377962","volume":"6","author":"M. A. Kraaijveld","year":"1995","unstructured":"Martin A. Kraaijveld, Jianchang Mao, and Anil K. Jain. A Nonlinear Projection Method Based on Kohonen\u2019s Topology Preserving Maps. IEEE Trans. on Neural Networks, 6(3):548\u201359, 1995.","journal-title":"IEEE Trans. on Neural Networks"},{"issue":"2\u20133","key":"154_CR4","first-page":"261","volume":"2","author":"Jouko Lampinen and Erkki Oja","year":"1992","unstructured":"Jouko Lampinen and Erkki Oja. Clustering Properties of Hierarchical Self-Organizing Maps. Journal of Mathematical Imaging and Vision, 2(2\u20133):261\u2013272, November 1992.","journal-title":"Journal of Mathematical Imaging and Vision"},{"key":"154_CR5","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1016\/0167-8655(94)00113-H","volume":"16","author":"F. Murtagh","year":"1995","unstructured":"F. Murtagh. Interpreting the Kohonen self-organizing map using contiguity-constrained clustering. Pattern Recognition Letters, 16:399\u2013408, 1995.","journal-title":"Pattern Recognition Letters"},{"key":"154_CR6","unstructured":"A. Ultsch and H. P. Siemon. Kohonen\u2019s Self Organizing Feature Maps for Exploratory Data Analysis. In Proceedings of International Neural Network Conference (INNC\u201990), pages 305\u2013308, Dordrecht, The Netherlands, 1990. Kluwer."},{"key":"154_CR7","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/S0957-4174(99)00042-1","volume":"17","author":"A. Vellido","year":"1999","unstructured":"A. Vellido, P.J.G Lisboa, and K. Meehan. Segmentation of the on-line shopping market using neural networks. Expert Systems with Applications, 17:303\u2013314, 1999.","journal-title":"Expert Systems with Applications"},{"issue":"2","key":"154_CR8","first-page":"586","volume":"11","author":"Juha Vesanto and Esa Alhoniemi","year":"2000","unstructured":"Juha Vesanto and Esa Alhoniemi. Clustering of the Self-Organizing Map. IEEE Transactions on Neural Networks, 11(2):586\u2013600, March 2000.","journal-title":"IEEE Transactions on Neural Networks"},{"key":"154_CR9","doi-asserted-by":"crossref","unstructured":"Xuegong Zhang and Yanda Li. Self-Organizing Map as a New Method for Clustering and Data Analysis. In Proceedings of International Joint Conference on Neural Networks (IJCNN\u201993), pages 2448\u20132451, 1993.","DOI":"10.1109\/IJCNN.1993.714219"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2014 ICANN 2002"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-46084-5_154","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T19:21:53Z","timestamp":1737487313000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-46084-5_154"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540440741","9783540460848"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/3-540-46084-5_154","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2002]]}}}