Distributed ensemble learning in text classification

ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems

Volumn AIDSS, Issue , 2008, Pages 420-423

  Silva, Catarina ^a   Ribeiro, Bernardete ^a   Lotrič, Uroš ^b   Dobnikar, Andrej ^b  

^a UNIVERSITY OF COIMBRA   (Portugal)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Cluster computing; Text mining

Indexed keywords

ALCHEMI; BENCHMARK DATA; COMPLEX LEARNING; ENSEMBLE LEARNING; HIGH-PERFORMANCE DISTRIBUTED COMPUTING; LEARNING MACHINES; RELEVANCE VECTOR MACHINE; REUTERS-21578; TEXT CLASSIFICATION; TEXT CLASSIFICATION MODELS; TEXT MINING; TEXTUAL INFORMATION;

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); CLUSTER COMPUTING; DECISION SUPPORT SYSTEMS; DECISION THEORY; INFORMATION SYSTEMS; LEARNING SYSTEMS; MULTILAYER NEURAL NETWORKS; SPREADSHEETS;

TEXT PROCESSING;

EID: 55349134870     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Baeza-Yates, R. and Ribeiro-Neto, B. (1999). Modern Information Retrieval. Addison-Wesley, Wokingham, UK.
2. Berman, F., Fox, G. C., and Hey, A. J. G., editors (2003). Grid Computing: Making the Global Infrastructure a Reality. Wiley, Chichester.
3. Joachims, T. (2007). Svm light web page. http://svmlight.joachims.org.
4. Quinn, M. (2003). Parallel Programming inC with MPI and OpenMP. McGraw Hill.
5. Sebastiani, F. (2002). Machine learning in automated text categorization. ACM Computing Surveys, 34(1):1-47.
6. Silva, C. and Ribeiro, B. (2003). The importance of stop word removal on recall values in text categorization. In Proceedings of the International Joint Conference on Neural Networks, volume 3, pages 1661-1666, Portland.
7. Tipping, M. E. (2001). Sparse bayesian learning and the relevance vector machine. Journal of Machine Learning Research I, pages 211-214.
8. van Rijsbergen, C. (1979). Information Retrieval. Butterworths.
9. Vapnik, V. (1998). The Nature of Statistical Learning Theory. Springer, Berlin.