{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T04:40:03Z","timestamp":1744000803808,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642330179"},{"type":"electronic","value":"9783642330186"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-33018-6_29","type":"book-chapter","created":{"date-parts":[[2012,8,23]],"date-time":"2012-08-23T09:14:19Z","timestamp":1345713259000},"page":"281-288","source":"Crossref","is-referenced-by-count":2,"title":["Adult Content Filtering through Compression-Based Text Classification"],"prefix":"10.1007","author":[{"given":"Igor","family":"Santos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patxi","family":"Gal\u00e1n-Garc\u00eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aitor","family":"Santamar\u00eda-Ibirika","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Borja","family":"Alonso-Isla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Iker","family":"Alabau-Sarasola","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo Garcia","family":"Bringas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"29_CR1","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1016\/S0065-2458(09)01007-9","volume":"76","author":"J. G\u00f3mez Hidalgo","year":"2009","unstructured":"G\u00f3mez Hidalgo, J., Sanz, E., Garc\u00eda, F., Rodr\u00edguez, M.: Web Content Filtering. Advances in Computers\u00a076, 257\u2013306 (2009)","journal-title":"Advances in Computers"},{"key":"29_CR2","unstructured":"Duan, L., Cui, G., Gao, W., Zhang, H.: Adult image detection method base-on skin color model and support vector machine. In: Asian Conference on Computer Vision, pp. 797\u2013800 (2002)"},{"issue":"2","key":"29_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.5565\/rev\/elcvia.78","volume":"4","author":"H. Zheng","year":"2004","unstructured":"Zheng, H., Daoudi, M., Jedynak, B.: Blocking adult images based on statistical skin detection. Electronic Letters on Computer Vision and Image Analysis\u00a04(2), 1\u201314 (2004)","journal-title":"Electronic Letters on Computer Vision and Image Analysis"},{"issue":"8","key":"29_CR4","doi-asserted-by":"publisher","first-page":"2261","DOI":"10.1016\/j.patcog.2006.11.016","volume":"40","author":"J. Lee","year":"2007","unstructured":"Lee, J., Kuo, Y., Chung, P., Chen, E., et al.: Naked image detection based on adaptive and extensible skin color model. Pattern Recognition\u00a040(8), 2261\u20132270 (2007)","journal-title":"Pattern Recognition"},{"key":"29_CR5","doi-asserted-by":"crossref","unstructured":"Choi, B., Chung, B., Ryou, J.: Adult Image Detection Using Bayesian Decision Rule Weighted by SVM Probability. In: 2009 Fourth International Conference on Computer Sciences and Convergence Information Technology, pp. 659\u2013662. IEEE (2009)","DOI":"10.1109\/ICCIT.2009.43"},{"key":"29_CR6","unstructured":"Poesia filter, http:\/\/www.poesia-filter.org\/"},{"key":"29_CR7","unstructured":"Du, R., Safavi-Naini, R., Susilo, W.: Web filtering using text classification. In: The 11th IEEE International Conference on Networks, ICON 2003, pp. 325\u2013330. IEEE (2003)"},{"key":"29_CR8","doi-asserted-by":"crossref","unstructured":"Kim, Y., Nam, T.: An efficient text filter for adult web documents. In: The 8th International Conference on Advanced Communication Technology, ICACT 2006, vol.\u00a01, p. 3. IEEE (2006)","DOI":"10.1109\/ICACT.2006.206003"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Ho, W., Watters, P.: Statistical and structural approaches to filtering internet pornography. In: IEEE International Conference on Systems, Man and Cybernetics, vol.\u00a05, pp. 4792\u20134798. IEEE (2004)","DOI":"10.1109\/ICSMC.2004.1401289"},{"issue":"11","key":"29_CR10","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1145\/361219.361220","volume":"18","author":"G. Salton","year":"1975","unstructured":"Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Communications of the ACM\u00a018(11), 613\u2013620 (1975)","journal-title":"Communications of the ACM"},{"key":"29_CR11","unstructured":"Wittel, G., Wu, S.: On attacking statistical spam filters. In: Proceedings of the 1st Conference on Email and Anti-Spam, CEAS (2004)"},{"issue":"6","key":"29_CR12","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1093\/comjnl\/30.6.541","volume":"30","author":"G.V. Cormack","year":"1987","unstructured":"Cormack, G.V., Horspool, R.N.S.: Data compression using dynamic markov modelling. The Computer Journal\u00a030(6), 541 (1987)","journal-title":"The Computer Journal"},{"key":"29_CR13","first-page":"2673","volume":"7","author":"A. Bratko","year":"2006","unstructured":"Bratko, A., Filipi\u010d, B., Cormack, G.V., Lynam, T.R., Zupan, B.: Spam filtering using statistical data compression models. The Journal of Machine Learning Research\u00a07, 2673\u20132698 (2006)","journal-title":"The Journal of Machine Learning Research"},{"issue":"5","key":"29_CR14","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1016\/0005-1098(78)90005-5","volume":"14","author":"J. Rissanen","year":"1978","unstructured":"Rissanen, J.: Modeling by shortest data description. Automatica\u00a014(5), 465\u2013471 (1978)","journal-title":"Automatica"},{"key":"29_CR15","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1504\/IJCAT.2009.026595","volume":"35","author":"Y. Singh","year":"2009","unstructured":"Singh, Y., Kaur, A., Malhotra, R.: Comparative analysis of regression and machine learning methods for predicting fault proneness models. Int. J. Comput. Appl. Technol.\u00a035, 183\u2013193 (2009)","journal-title":"Int. J. Comput. Appl. Technol."},{"issue":"1","key":"29_CR16","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1177\/016555159201800106","volume":"18","author":"W.J. Wilbur","year":"1992","unstructured":"Wilbur, W.J., Sirotkin, K.: The automatic identification of stop words. Journal of Information Science\u00a018(1), 45\u201355 (1992)","journal-title":"Journal of Information Science"},{"key":"29_CR17","volume-title":"Introduction to modern information retrieval","author":"G. Salton","year":"1983","unstructured":"Salton, G., McGill, M.J.: Introduction to modern information retrieval. McGraw-Hill, New York (1983)"},{"issue":"1","key":"29_CR18","first-page":"22","volume":"11","author":"J.B. Lovins","year":"1992","unstructured":"Lovins, J.B.: Development of a Stemming Algorithm.. Mechanical Translation and Computational Linguistics\u00a011(1), 22\u201331 (1992)","journal-title":"Mechanical Translation and Computational Linguistics"},{"key":"29_CR19","unstructured":"Garner, S.: Weka: The Waikato environment for knowledge analysis. In: Proceedings of the New Zealand Computer Science Research Students Conference, pp. 57\u201364 (1995)"},{"key":"29_CR20","doi-asserted-by":"crossref","unstructured":"Cooper, G.F., Herskovits, E.: A bayesian method for constructing bayesian belief networks from databases. In: Proceedings of the 7th Conference on Uncertainty in Artificial Intelligence (1991)","DOI":"10.1016\/B978-1-55860-203-8.50015-2"},{"key":"29_CR21","unstructured":"Geiger, D., Goldszmidt, M., Provan, G., Langley, P., Smyth, P.: Bayesian network classifiers. Machine Learning, 131\u2013163 (1997)"},{"key":"29_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/BFb0026666","volume-title":"Machine Learning: ECML-98","author":"D.D. Lewis","year":"1998","unstructured":"Lewis, D.D.: Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval. In: N\u00e9dellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol.\u00a01398, pp. 4\u201318. Springer, Heidelberg (1998)"},{"issue":"1-2","key":"29_CR23","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/S0004-3702(96)00034-3","volume":"89","author":"T.G. Dietterich","year":"1997","unstructured":"Dietterich, T.G., Lathrop, R.H., Lozano-P\u00e9rez, T.: Solving the multiple instance problem with axis-parallel rectangles. Artificial Intelligence\u00a089(1-2), 31\u201371 (1997)","journal-title":"Artificial Intelligence"},{"issue":"1","key":"29_CR24","first-page":"2","volume":"24","author":"N. Ide","year":"1998","unstructured":"Ide, N., V\u00e9ronis, J.: Introduction to the special issue on word sense disambiguation: the state of the art. Computational linguistics\u00a024(1), 2\u201340 (1998)","journal-title":"Computational linguistics"},{"issue":"2","key":"29_CR25","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1459352.1459355","volume":"41","author":"R. Navigli","year":"2009","unstructured":"Navigli, R.: Word sense disambiguation: a survey. ACM Computing Surveys (CSUR)\u00a041(2), 10 (2009)","journal-title":"ACM Computing Surveys (CSUR)"},{"issue":"3","key":"29_CR26","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/j.asoc.2005.02.006","volume":"6","author":"J.R. Cano","year":"2006","unstructured":"Cano, J.R., Herrera, F., Lozano, M.: On the combination of evolutionary algorithms and stratified strategies for training set selection in data mining. Applied Soft Computing Journal\u00a06(3), 323\u2013332 (2006)","journal-title":"Applied Soft Computing Journal"},{"key":"29_CR27","first-page":"60","volume-title":"Proceedings of the Scientific Session Organized During XXI Fall Meeting of the Polish Information Processing Society, Informatica","author":"I. Czarnowski","year":"2006","unstructured":"Czarnowski, I., Jedrzejowicz, P.: Instance reduction approach to machine learning and multi-database mining. In: Proceedings of the Scientific Session Organized During XXI Fall Meeting of the Polish Information Processing Society, Informatica, pp. 60\u201371. ANNALES Universitatis Mariae Curie-Sk\u0142odowska, Lublin (2006)"},{"key":"29_CR28","unstructured":"Pyle, D.: Data preparation for data mining. Morgan Kaufmann (1999)"},{"issue":"2","key":"29_CR29","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1109\/TFUZZ.2003.809895","volume":"11","author":"E. Tsang","year":"2003","unstructured":"Tsang, E., Yeung, D., Wang, X.: OFFSS: optimal fuzzy-valued feature subset selection. IEEE Transactions on Fuzzy Systems\u00a011(2), 202\u2013213 (2003)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"29_CR30","first-page":"1415","volume":"3","author":"K. Torkkola","year":"2003","unstructured":"Torkkola, K.: Feature extraction by non parametric mutual information maximization. The Journal of Machine Learning Research\u00a03, 1415\u20131438 (2003)","journal-title":"The Journal of Machine Learning Research"},{"issue":"1-2","key":"29_CR31","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/S0004-3702(03)00079-1","volume":"151","author":"M. Dash","year":"2003","unstructured":"Dash, M., Liu, H.: Consistency-based search in feature selection. Artificial Intelligence\u00a0151(1-2), 155\u2013176 (2003)","journal-title":"Artificial Intelligence"},{"key":"29_CR32","doi-asserted-by":"crossref","unstructured":"Liu, H., Motoda, H.: Instance selection and construction for data mining. Kluwer Academic Pub. (2001)","DOI":"10.1007\/978-1-4757-3359-4"},{"key":"29_CR33","doi-asserted-by":"crossref","unstructured":"Liu, H., Motoda, H.: Computational methods of feature selection. Chapman & Hall\/CRC (2008)","DOI":"10.1201\/9781584888796"}],"container-title":["Advances in Intelligent Systems and Computing","International Joint Conference CISIS\u201912-ICEUTE\u00b412-SOCO\u00b412 Special Sessions"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33018-6_29.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T04:04:03Z","timestamp":1743998643000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33018-6_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642330179","9783642330186"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33018-6_29","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2013]]}}}