Clustering Abstracts of Scientific Texts Using the Transition Point Technique (original) (raw)
This work was partially supported by BUAP-VIEP 3/G/ING/05, R2D2 (CICYT TIC2003-07158-C04-03), ICT EU-India (ALA/95/23/2003/077-054), and Generalitat Valenciana Grant (CTESIN/2005/012).
References
- Alexandrov, M., Gelbukh, A., Rosso, P.: An Approach to Clustering Abstracts. In: Montoyo, A., Muńoz, R., Métais, E. (eds.) NLDB 2005. LNCS, vol. 3513, pp. 275–285. Springer, Heidelberg (2005)
Chapter Google Scholar - Booth, A.: A Law of Ocurrences for Words of Low Frequency. Information and control (1967)
Google Scholar - Bueno, C., Pinto, D., Jimenez, H.: El párrafo virtual en la generación de extractos. Research on Computing Science Journal (2005)
Google Scholar - Cabrera, R., Pinto, D., Jimenez, H., Vilariño, D.: Una nueva ponderación para el modelo de espacio vectorial de recuperación de información. Research on Computing Science Journal (2005)
Google Scholar - Jimenez, H., Pinto, D., Rosso, P.: Selección de Términos No Supervisada para Agrupamiento de Resúmenes. In: Proceedings of Workshop on Human Language, ENC 2005 (2005)
Google Scholar - Jiménez-Salazar, H., Pinto, D., Rosso, P.: Uso del punto de transición en la selección de términos índice para agrupamiento de textos cortos. Journal: Procesamiento del Lenguaje Natural (35), 114–118 (2005)
Google Scholar - Liu, T., Liu, S., Chen, Z., Ma, W.-Y.: An Evaluation on Feature Selection for Text Clustering. In: Proceedings of the Twentieth International Conference on Machine Learning (ICML 2003), Washington DC (2003)
Google Scholar - Makagonov, P., Alexandrov, M., Sboychakov, K.: A toolkit for development of the domain oriented dictionaries for structuring document flows. In: Data Analysis, Classification, and Related Methods, Studies in classification, data analysis, and knowledge organization, pp. 83–88. Springer, Heidelberg (2000)
Google Scholar - Makagonov, P., Alexandrov, M., Gelbukh, A.: Clustering Abstracts instead of Full Texts. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2004. LNCS (LNAI), vol. 3206, pp. 129–135. Springer, Heidelberg (2004)
Chapter Google Scholar - Manning, C., Schütze, H.: Foundations of Statistical Natural Language Processing. MIT Press, Cambridge (1999)
MATH Google Scholar - Montejo-Ráez, A., Ureña-López, L.A., Steinberger, R.: Text Categorization using bibliographic records: beyond document content. Journal: Procesamiento del Lenguaje Natural, Num (35), 119–116 (2005)
Google Scholar - Moyotl, E., Jiménez, H.: An Analysis on Frequency of Terms for Text Categorization. In: Proceedings of XX Conference of Spanish Natural Language Processing Society, SEPLN 2004 (2004)
Google Scholar - Moyotl-Hernández, E., Jiménez-Salazar, H.: Enhancement of dtp feature selection method for text categorization. In: Gelbukh, A. (ed.) CICLing 2005. LNCS, vol. 3406, pp. 719–722. Springer, Heidelberg (2005)
Chapter Google Scholar - Pinto, D., Pérez, F.: Una Técnica para la Identificación de Términos Multipalabra. In: Proceedings of 2nd. National Conference on Computer Science, México (2004)
Google Scholar - Hernández, E.M.: DTP, un metodo de selección de términos para agrupamiento de textos, Tesis de maestría, Facultad de Ciencias de la Computación, BUAP (2005)
Google Scholar - van Rijsbergen, C.J.: Information Retrieval, London, Butterworths (1999)
Google Scholar - Sebastiani, F.: Machine Learning in Automated Text Categorization. ACM Computing Surveys 34(1), 1–47 (2002)
Article Google Scholar - Shin, K., Han, S.Y.: Fast clustering algorithm for information organization. In: Gelbukh, A. (ed.) CICLing 2003. LNCS, vol. 2588, pp. 619–622. Springer, Heidelberg (2003)
Chapter Google Scholar - Tovar, M., Carrillo, M., Pinto, D., Jimenez, H.: Combining Keyword Identification Techniques. Journal: Research on Computing Science (2005)
Google Scholar - Urbizagástegui, R.: Las posibilidades de la Ley de Zipf en la indización automática, Research report of the California Riverside University (1999)
Google Scholar - Yang, Y.: Noise Reduction in a Statistical Approach to Text Categorization. In: Proc. of SIGIR-ACM, pp. 256–263 (1995)
Google Scholar - Zipf, G.K.: Human Behavior and the Principle of Least-Effort. Addison-Wesley, Cambridge (1949)
Google Scholar