{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T10:50:59Z","timestamp":1774263059983,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540230564","type":"print"},{"value":"9783540301103","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":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30110-3_153","type":"book-chapter","created":{"date-parts":[[2010,9,16]],"date-time":"2010-09-16T17:13:22Z","timestamp":1284657202000},"page":"1213-1220","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Reliability in ICA-Based Text Classification"],"prefix":"10.1007","author":[{"given":"Xavier","family":"Sevillano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesc","family":"Al\u00edas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joan Claudi","family":"Socor\u00f3","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2004,10,27]]},"reference":[{"issue":"1","key":"153_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F. Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine Learning in Automated Text Categorisation. ACM Computing Surveys\u00a034(1), 1\u201347 (2002)","journal-title":"ACM Computing Surveys"},{"key":"153_CR2","first-page":"480","volume":"11","author":"C.-L. Isbell","year":"1999","unstructured":"Isbell, C.-L., Viola, P.: Restructuring Sparse High Dimensional Data for Effective Retrieval. Adv. Neural Information Processing Systems\u00a011, 480\u2013486 (1999)","journal-title":"Neural Information Processing Systems"},{"key":"153_CR3","first-page":"241","volume-title":"Advances in Independent Component Analysis","author":"T. Kolenda","year":"2000","unstructured":"Kolenda, T., Hansen, L.K., Sigurdsson, S.: Independent Components in Text. In: Girolami, M. (ed.) Advances in Independent Component Analysis, pp. 241\u2013262. Springer, Heidelberg (2000)"},{"key":"153_CR4","unstructured":"Kab\u00e1n, A., Girolami, M.: Unsupervised Topic Separation and Keyword Identification in Document Collections: a Projection Approach. Dept. of Computing and Information Systems, University of Paisley. Technical Report Nr. 10 (2000)"},{"key":"153_CR5","unstructured":"Kim, Y.-H., Zhang, B.-T.: Document Indexing Using Independent Topic Extraction. In: Proc. of the 3rd International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2001). San Diego, USA, pp. 557\u2013562 (2001)"},{"key":"153_CR6","unstructured":"Kolenda, T.: Clustering text using Independent Component Analysis. Inst. of Informatics and Mathematical Modelling, Tech. University of Denmark. T.R. (2002)"},{"key":"153_CR7","unstructured":"Kolenda, T., Hansen, L.K.: Dynamical Components of Chat. Inst. of Informatics and Mathematical Modelling, Tech. University of Denmark. T.R. (2000)"},{"key":"153_CR8","unstructured":"Bingham, E.: Topic Identification in Dynamical Text by Extracting Minimum Complexity Time Components. In: Proc. of the 3rd International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego, USA, pp. 546\u2013551 (2001)"},{"key":"153_CR9","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/3-540-36131-6_1","volume-title":"Advances in Artificial Intelligence - IBERAMIA 2002","author":"M. Bressan","year":"2002","unstructured":"Bressan, M., Vitri\u00e0, J.: Improving Naive Bayes Using Class Conditional ICA. In: Garijo, F.J., Riquelme, J.-C., Toro, M. (eds.) IBERAMIA 2002. LNCS (LNAI), vol.\u00a02527, pp. 1\u201310. Springer, Heidelberg (2002)"},{"key":"153_CR10","unstructured":"Takamura, H., Matsumoto, Y.: Feature Space Restructuring for SVMs with Application to Text Categorization. In: Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2001), Pittsburgh, USA, pp. 51\u201357 (2001)"},{"key":"153_CR11","unstructured":"Al\u00edas, F., Iriondo, I., Barnola, P.: Multi-domain Text Classification for Unit Selection Text-to-Speech Synthesis. In: Proc. of the 15th International Congress of Phonetic Sciences (ICPhS 2003). Barcelona, Spain, pp. 2341\u20132344 (2003)"},{"key":"153_CR12","unstructured":"Sevillano, X., Al\u00edas, F., Socor\u00f3, J.C.: ICA-Based Hierarchical Text Classification for Multi-domain Text-to-Speech Synthesis. In: Proc. of the 29th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2004). Montreal, Quebec, Canada (2004) (to appear)"},{"issue":"41","key":"153_CR13","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"6","author":"S. Deerwester","year":"1990","unstructured":"Deerwester, S., Dumais, S.-T., Furnas, G.-W., Landauer, T.-K., Harshman, R.: Indexing by Latent Semantic Analysis. Journal American Society Information Science\u00a06(41), 391\u2013407 (1990)","journal-title":"Journal American Society Information Science"},{"key":"153_CR14","doi-asserted-by":"publisher","DOI":"10.1002\/0471221317","volume-title":"Independent Component Analysis","author":"A. Hyv\u00e4rinen","year":"2001","unstructured":"Hyv\u00e4rinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. John Wiley and Sons, New York (2001)"}],"container-title":["Lecture Notes in Computer Science","Independent Component Analysis and Blind Signal Separation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30110-3_153","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,23]],"date-time":"2020-01-23T14:14:37Z","timestamp":1579788877000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30110-3_153"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540230564","9783540301103"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30110-3_153","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]},"assertion":[{"value":"27 October 2004","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}