{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T14:19:07Z","timestamp":1778249947141,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"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_23","type":"book-chapter","created":{"date-parts":[[2010,6,30]],"date-time":"2010-06-30T09:41:13Z","timestamp":1277890873000},"page":"158-165","source":"Crossref","is-referenced-by-count":12,"title":["An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction"],"prefix":"10.1007","author":[{"given":"Mahmoud F.","family":"Hussin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohamed S.","family":"Kamel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Magdy H.","family":"Nagi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"23_CR1","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. Springer, Berlin (1995)"},{"key":"23_CR2","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/S0734-189X(87)80014-2","volume":"34","author":"G.A. Carpenter","year":"1987","unstructured":"Carpenter, G.A., Grossberg, S.: A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image processing\u00a034, 54\u2013115 (1987)","journal-title":"Computer Vision, Graphics, and Image processing"},{"key":"23_CR3","doi-asserted-by":"crossref","unstructured":"Lampinen, J., Oja, E.: Clustering properties of hierarchial self-organizing maps. Journal of Mathematical Imaging and Vision, 261\u2013272 (1992)","DOI":"10.1007\/BF00118594"},{"key":"23_CR4","unstructured":"Koikkalainen, P.: Fast deterministic self-organizing maps. In: Proc Int\u2019l Conf Neural Networks, Paris, France, pp. 63\u201368 (1995)"},{"issue":"3","key":"23_CR5","first-page":"574","volume":"11","author":"T. Kohonen","year":"2000","unstructured":"Kohonen, T., Kaski, S., Lagus, K., Saloja, J., Pattero, V., Saarela, A.: Organization of a massive document collection. IEEE Transactions on Neural Networks, Special Issue on Neural Networks for Data Mining and Knowledge Discovery\u00a011(3), 574\u2013585 (2000)","journal-title":"IEEE Transactions on Neural Networks, Special Issue on Neural Networks for Data Mining and Knowledge Discovery"},{"key":"23_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/3-540-44668-0_70","volume-title":"Artificial Neural Networks - ICANN 2001","author":"M. Dittenbach","year":"2001","unstructured":"Dittenbach, M., Merkl, D., Rauber, A.: Hierarchical clustering of document archives with the growing hierarchical self-organizing map. In: Dorffner, G., Bischof, H., Hornik, K. (eds.) ICANN 2001. LNCS, vol.\u00a02130, pp. 21\u201325. Springer, Heidelberg (2001)"},{"key":"23_CR7","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/0925-2312(95)00077-1","volume":"13","author":"G. Bartfai","year":"1996","unstructured":"Bartfai, G.: An ART-based Modular Architecture for Learning Hierarchical Clusterings. Neurocomputing\u00a013, 31\u201345 (1996)","journal-title":"Neurocomputing"},{"issue":"1","key":"23_CR8","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1080\/095400997116757","volume":"9","author":"G. Bartfai","year":"1997","unstructured":"Bartfai, G., White, R.: Adaptive Resonance Theory-based Modular Networks for Incremental Learning of Hierarchical Clusterings. Connection Science\u00a09(1), 87\u2013112 (1997)","journal-title":"Connection Science"},{"key":"23_CR9","doi-asserted-by":"crossref","unstructured":"Bakus, J., Hussin, M.F., Kamel, M.: A SOM-Based Document Clustering using Phrases. In: Proc of the 9th Int.l Conf on neural information processing, Singapore, pp. 2212\u20132216 (November 2002)","DOI":"10.1109\/ICONIP.2002.1201886"},{"key":"23_CR10","doi-asserted-by":"crossref","unstructured":"Hussin, M.F., Bakus, J., Kamel, M.: Enhanced phrase-based document clustering using Self-Organizing Map (SOM) architectures. In: Book Chapter in: Neural Information Processing: Research and Development, pp. 405\u2013424. Springer, Heidelberg (May 2004)","DOI":"10.1007\/978-3-540-39935-3_22"},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Hussin, M.F., Kamel, M.: Document clustering using hierarchical SOMART neural network. In: Proceedings of the 2003 Int.l Joint Conf on Neural Network, Portland, Oregon, USA, pp. 2238\u20132242 (July 2003)","DOI":"10.1109\/IJCNN.2003.1223758"},{"key":"23_CR12","doi-asserted-by":"crossref","unstructured":"Hussin, M.F., Kamel, M.: Integrating Phrases to Enhance HSOMART based Document Clustering. In: Proc of the 2004 Int.l Joint Conf on Neural Network, Budapest, Hungry, vol.\u00a03, pp. 2347\u20132352 (July 2004)","DOI":"10.1109\/IJCNN.2004.1380993"},{"key":"23_CR13","unstructured":"Fern, X., Brodley, C.: Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach. In: Proc. Of The Twentieth International Conference on Machine Learning (ICML-2003), Washington, DC USA (August 2003)"},{"key":"23_CR14","unstructured":"Kohonen, T., Kangas, J., Laaksonen, J.: SOM-PAK: the self-organizing map program package ver.3.1, SOM programming team of Helsinki University of Technology (April 1995)"},{"key":"23_CR15","unstructured":"Liden, L.: The ART Gallery Simulation Package ver.1.0, Dept. of cognitive and neural systems, Boston University (1995)"},{"key":"23_CR16","unstructured":"Steinbach, M., Karypis, G., Kumar, V.: A comparison of document clustering techniques, KDD.2000, Workshop on Text Mining (2000)"}],"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_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T14:08:21Z","timestamp":1778249301000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-540-30499-9_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540239314","9783540304999"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30499-9_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}