{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T06:15:35Z","timestamp":1761977735550,"version":"build-2065373602"},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642420412"},{"type":"electronic","value":"9783642420429"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-42042-9_62","type":"book-chapter","created":{"date-parts":[[2013,10,29]],"date-time":"2013-10-29T14:08:03Z","timestamp":1383055683000},"page":"496-503","source":"Crossref","is-referenced-by-count":2,"title":["Enhancing SOM Based Visualization Methods for Better Data Navigation"],"prefix":"10.1007","author":[{"given":"Ying","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masahiro","family":"Takatuska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"9","key":"62_CR1","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"},{"issue":"2","key":"62_CR2","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/S1088-467X(99)00013-X","volume":"3","author":"J. Vesanto","year":"1999","unstructured":"Vesanto, J.: Som-based data visualization methods. Intelligent Data Analysis\u00a03(2), 111\u2013126 (1999)","journal-title":"Intelligent Data Analysis"},{"key":"62_CR3","unstructured":"Ultsch, A., Siemon, H.P.: Kohonen\u2019s Self Organizing Feature Maps for Exploratory Data Analysis. In: Proceedings of International Neural Networks Conference (INNC), Paris, pp. 305\u2013308 (1990)"},{"key":"62_CR4","doi-asserted-by":"crossref","unstructured":"Kraaijveld, M.: A non-linear projection method based on kohonen\u2019s topology preserving maps. In: Proceedings of the 11th IAPR International Conference on Pattern Recognition Methodology and Systems, vol.\u00a02, pp. 41\u201345 (1992)","DOI":"10.1109\/ICPR.1992.201718"},{"key":"62_CR5","doi-asserted-by":"crossref","unstructured":"Polzlbauer, G., Dittenbach, M., Rauber, A.: A visualization technique for self-organizing maps with vector fields to obtain the cluster structure at desired levels of detail. In: International Joint Conference on Neural Networks (IJCNN), vol.\u00a03, pp. 1558\u20131563 (2005)","DOI":"10.1109\/IJCNN.2005.1556110"},{"issue":"3","key":"62_CR6","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1109\/TNN.2010.2040200","volume":"21","author":"K. Tasdemir","year":"2010","unstructured":"Tasdemir, K.: Graph based representations of density distribution and distances for self-organizing maps. IEEE Transactions on Neural Networks\u00a021(3), 520\u2013526 (2010)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"62_CR7","doi-asserted-by":"crossref","unstructured":"Kaski, S., Venna, J., Kohonen, T.: Coloring that reveals high-dimensional structures in data. In: 6th International Conference on Neural Information Processing (ICONIP), vol.\u00a02, pp. 729\u2013734 (1999)","DOI":"10.1109\/ICONIP.1999.845686"},{"key":"62_CR8","doi-asserted-by":"crossref","unstructured":"Himberg, J.: A som based cluster visualization and its application for false coloring. In: International Joint Conference on Neural Networks (IJCNN), pp. 587\u2013592 (2000)","DOI":"10.1109\/IJCNN.2000.861379"},{"key":"62_CR9","doi-asserted-by":"crossref","unstructured":"De Runz, C., Desjardin, E., Herbin, M.: Unsupervised visual data mining using self-organizing maps and a data-driven color mapping. In: 16th International Conference on Information Visualisation (IV), pp. 241\u2013245 (2012)","DOI":"10.1109\/IV.2012.48"},{"issue":"2","key":"62_CR10","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"R.A. Fisher","year":"1936","unstructured":"Fisher, R.A.: The use of multiple measurements in taxonomic problems. Annals of Eugenics\u00a07(2), 179\u2013188 (1936)","journal-title":"Annals of Eugenics"},{"key":"62_CR11","unstructured":"MPEG-7: Shape dataset, http:\/\/www.cis.temple.edu\/~latecki\/TestData\/mpeg7shapeB.tar.gz"},{"key":"62_CR12","doi-asserted-by":"crossref","unstructured":"Ebrahim, Y., Ahmed, M., Chau, S., Abdelsalam, W.: An efficient shape representation and description technique. In: IEEE International Conference on Image Processing, ICIP 2007, vol.\u00a06, pp. 441\u2013444 (2007)","DOI":"10.1109\/ICIP.2007.4379616"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-42042-9_62","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T18:41:22Z","timestamp":1746038482000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-42042-9_62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642420412","9783642420429"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-42042-9_62","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}