Learning Neural Network Ensemble for Practical Text Classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2690, Issue , 2004, Pages 1032-1036

  Cho, Sung Bae ^a   Lee, Jee Haeng ^a  

^a Yonsei University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATION; CLASSIFICATION (OF INFORMATION); DECISION TREES; ENGINEERING EDUCATION; INFORMATION RETRIEVAL SYSTEMS; LEARNING SYSTEMS; NEAREST NEIGHBOR SEARCH;

IMPROVE PERFORMANCE; K-NEAREST NEIGHBORS; LEARNING NEURAL NETWORKS; MACHINE LEARNING TECHNOLOGY; MULTIPLE CLASSIFIERS; MULTIPLE NEURAL NETWORKS; TEXT CLASSIFICATION; TEXT CLASSIFICATION METHODS;

TEXT PROCESSING;

EID: 35048834747     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Article

References (7)

1. F. Sebastiani, "Machine Learning in Automated Text Categorisation," Techical Report. IEI-B4-31-1999, Istituto di Elaborazione dell'Informazione, Consiglio Nazionale delle Ricerche, Pisa, IT, 1999.
2. G. Salton, Automatic Text Processing: The Transformation, Analysis, and Retrieval of Information by Computer, Addison-Wesley, 1988.
3. Y. Yang and X. Liu, "A Re-examination of Text Categorization Methods," Proc. of the 22h Annual Int. ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR 99), pp. 42-49, 1999.
4. S. M. Weiss, et al., "Maximizing Text-Mining Performance," IEEE Intelligent System, pp. 63-69, July/August 1999.
5. A. J. C. Sharkey, "Multi-Net Systems," In A. J. C. Sharkey (Ed.), Combining Artificial Neural Nets: Ensemble and Modular Multi-Net Systems, Springer-Verlag, pp. 1-30, 1999.
6. R. Anand, et.al., "Efficient Classification for Multiclass Problems Using Modular Neural Networks, " IEEE Trans. on Neural Networks, vol. 6, no. 1, pp. 117-124, 1995.
7. Y. Ephraim and L. R. Rabiner, "On the Relations between Modeling Approaches for Speech Recognition," IEEE Trans. on Information Theory, vol. 36, no. 2, pp.372-380, March 1990.