Enhancement of DTP feature selection method for text categorization

Lecture Notes in Computer Science

Volumn 3406, Issue , 2005, Pages 719-722

  Moyotl Hernández, Edgar ^a   Jiménez Salazar, Héctor ^a  

^a B Universidad Autonoma de Puebla   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; INFORMATION ANALYSIS; VECTORS;

DISTANCE TO TRANSITION POINT (DTP); DPT FEATURE SELECTION; FEATURE SELECTION; K-NN CLASSIFIER;

TEXT PROCESSING;

EID: 24344456510     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30586-6_80     Document Type: Conference Paper

References (12)

1. Booth, A.: A Law of Occurrences for Words of Low Frequency, Information and Control, (1967) 10(4) 386-93.
2. Debole, F. and Sebastiani, F.: An Analysis of the Relative Difficulty of Reuters-21578 Subsets, In Proceedings of LREC-04, 4th International Conference on Language Resources and Evaluation, Lisbon, PT, pp. 971-974.
3. Dhillon, I. S., Modha, D. S.: Concept Decompositions for Large Sparse Text Data using Clustering. Mach. Learn., Kluwer Academic Publishers, (2001) 42(1-2) 143-175.
4. Galavotti, L., Sebastiani, F., Simi, M.: Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization, Proc. of ECDL-00, 4th European Conference on Research and Advanced Technology for Digital Libraries, (2000) 59-68.
5. Moyotl, E., Jiménez, H.: An Analysis on Frequency of Terms for Text Categorization, Proc. of SEPLN-04, (2004).
6. Moyotl, E., Jiménez, H.: Experiments in Text Categorization using Term Selection by Distance to Transition Point, Proc. of CIC-04, (2004).
7. Salton, G., Wong, A., Yang, C.: A Vector Space Model for Automatic Indexing, Communi-cations of the ACM, (1975) 18(11) 613-620.
8. Sebastiani, F.: Machine Learning in Automated Text Categorization, ACM Computing Surveys, Vol. 34(1), (2002) 1-47.
9. Urbizagástegui-Alvarado, R.: Las posibilidades de la ley de Zipf en la indización automática, Reporte de la Universidad de California Riverside, (1999).
10. Yang, Y., Pedersen, P.: A Comparative Study on Feature Selection in Text Categorization, Proc. of ICML-97, 14th Int. Conf. on Machine Learning, (1997) 412-420.
11. Yang, Y., Liu, X.: A Re-examination of Text Categorization Methods, Proc. of SIGIR-99, 22nd ACM Int. Conf. on Research and Development in Information Retrieval, (1999) 42-49.
12. Zipf, G.K.: Human Behaviour and the Principle of Least Effort, Addison-Wesley, (1949).