Weighted naive Bayesian classifier

2007 IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2007

Volumn , Issue , 2007, Pages 437-441

  Alhammady, Hamad ^a  

^a KHALIFA UNIVERSITY   (United Arab Emirates)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN CLASSIFIER; EMERGING PATTERNS;

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; PROBLEM SOLVING;

BAYESIAN NETWORKS;

EID: 36249009854     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AICCSA.2007.370918     Document Type: Conference Paper

References (10)

1. Duda, R., & Hart, P. (1973). Pattern Classification and scene analysis. New York: John Wiley & Sons.
2. [2]Alhammady, H., & Ramamohanarao, K., Using Emerging Patterns to Construct Weighted Decision Trees. In IEEE Transaction on Knowledge and Data Engineering, Vol 18, NO. 7, July 2006.
3. G. Dong, and J. Li. Efficient Mining of Emerging Patterns: Discovering Trends and Differences. In Proceedings of the 1999 International Conference on Knowledge Discovery and Data Mining (KDD'99), San Diego, CA, USA.
4. H. Alhammady, and K. Ramamohanarao. The Application of Emerging Patterns for Improving the Quality of Rare-class Classification. In Proceedings of the 2004 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Sydney, Australia.
5. H. Alhammady, and K. Ramamohanarao. Using Emerging Patterns and Decision Trees in Rare-class Classification. In Proceedings of the 2004 IEEE International Conference on Data Mining (ICDM'04), Brighton, UK.
6. H. Alhammady, and K. Ramamohanarao. Expanding the Training Data Space Using Emerging Patterns and Genetic Methods. In Proceeding of the 2005 SIAM International Conference on Data Mining (SDM'05), New Port Beach, CA, USA.
7. H. Fan, and K. Ramamohanarao. A Bayesian Approach to Use Emerging Patterns for Classification. In Proceedings of the 14th Australasian Database Conference (ADC'03), Adelaide, Australia.
8. Guozhu D., Xiuzhen Z., Limsoon W., and Jinyan L., CAEP: Classification by Aggregating Emerging Patterns. In Proceedings of the 2nd International Conference on Discovery Science (DS'99), Tokyo, Japan.
9. Alhammady, H., & Ramamohanarao, K. (2005). Mining emerging patterns and classification in data streams. In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (WI), Compiegne, France, pp. 272-275.
10. C. Blake, E. Keogh, and C. J. Merz. UCI repository of machine learning databases. Department of Information and Computer Science, University of California at Irvine, CA, 1999.