An artificial immune system approach to document clustering

Proceedings of the ACM Symposium on Applied Computing

Volumn 2, Issue , 2005, Pages 918-922

  Tang, Na ^a   Rao Vemuri, V ^a  

^a University of California   (United States)

Author keywords

Artificial immune system; Document clustering

Indexed keywords

ALGORITHMS; LEARNING SYSTEMS;

ARTIFICIAL IMMUNE SYSTEMS (AIS); DATA REDUNDANCY; IMMUNE SYSTEM;

IMMUNOLOGY;

EID: 33644549657     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1066677.1066889     Document Type: Conference Paper

References (12)

1. 20 newsgroup data set. http://people.csail.mit.edu/jrennie/20newsgroups.
2. L. N. de Castro and J. Timmis. Artificial Immune Systems: A New Computational Approach. Springer-Verlag, London. UK, 2002.
3. L. N. de Castro and F. J. V. Zuben. An evolutionary immune network for data clustering. In IEEE Brazilian Symposium on Artificial Neural Networks., pages 84-89, 2000.
4. L. N. de Castro and F. J. V. Zuben. AiNet: an Artificial Immune Network for Data Analysis. Idea Group Publishing, 2001.
5. I. Dhillon, J. Kogan, and C. Nicholas. Feature selection and document clustering. Survey of Text Mining, pages 73-100, 2004.
6. K. Eguchi. Adaptive cluster-based browsing using incrementally expanded queries and its effects. In ACM SIGIR 99, 1999.
7. I. T. Jolliffe. Principal Component Analysis. Springer-Verlag, second edition, 2002.
8. G. Muresan, D. Harper, and G. Mechkour. Webcluser, a tool for mediated information access. In ACM SIGIR 99, page 337, 1999.
9. M. Steinbach, G. Karypis, and V. Kumar. A comparison of document clustering techniques. In KDD Workshop on Text Mining, 2000.
10. J. Timmis. Artificial immune systems: A novel data analysis technique inspired by the immune network theory. PhD thesis, 2000.
11. F. Walls, S. S. H. Jin, and R. Schwartz. Topic Detection in Broadcast News. GTE/BBN Technologies, 1999.
12. O. Zamir and O. Etzioni. Web document clustering: A feasibility demonstration. In ACM SIGIR 98, pages 46-54, 1998.