Publications on Text/Web Data Mining

• Genetic Mining of HTML Structures for Effective Web-Document Retrieval, Kim, S. and Zhang, B.-T., Applied Intelligence, vol. 18, no. 3, pp. 243-256, 2003. [Full Paper]
• An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition, Kim, Y.-S., Chang, J.-H., and Zhang, B.-T., Lecture Notes in Artificial Intelligence, vol. 2637, pp. 111-116, 2003. [Full Paper]
• Topic Extraction from Text Documents Using Multiple-Cause Networks, Chang, J.-H., Lee, J. W., Kim, Y., and Zhang, B.-T., Lecture Notes in Artificial Intelligence, vol. 2417, pp. 434-443, 2002. [Full Paper]
• Evolutionary Learning of Web-Document Structure for Information Retrieval, Kim, S. and Zhang, B.-T., Proceedings of the 2001 Congress on Evolutionary Computation (CEC2001), vol. 2, pp. 1253-1260, 2001. [Full Paper]
• Using Stochastic Helmholtz Machine for Text Learning, Chang, J.-H. and Zhang, B.-T., Proceedings of the 19th International Conference on Computer Processing of Oriental Languages (ICCPOL2001), pp. 453-458, 2001. [Full Paper]
• Web-Document Retrieval by Genetic Learning of Importance Factors for HTML Tags, Kim, S. and Zhang, B.-T., Proceedings of the Sixth Pacific Rim International Conference on AI (PRICAI'2000) Workshop on Text and Web Mining, pp. 13-23, 2000. [Full Paper]

Clustering

• Customer Data Mining and Visualization by Generative Topographic Mapping Methods, Yang, Jinsan and Zhang, B.-T., Proceedings of the International Workshop on Visual Data Mining, pp. 55-66, 2001. [Full Paper]
• Extracting Topic Words and Clustering Documents Using Probabilistic Graphical Models, Shin, H.-J. and Zhang, B.-T., Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2000) Workshop on Text Mining, pp. 107-108, 2000. [Full Paper]