i-Miner: A web usage mining framework using hierarchical intelligent systems

IEEE International Conference on Fuzzy Systems

Volumn 2, Issue , 2003, Pages 1129-1134

  Abraham, Ajith ^a  

^a OKLAHOMA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY CONTROL; HIERARCHICAL SYSTEMS; KNOWLEDGE ENGINEERING; TELECOMMUNICATION TRAFFIC; WORLD WIDE WEB;

WEB USAGE;

DATA MINING;

EID: 0038537288     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Abraham A., EvoNF: A Framework for Optimization of Fuzzy Inference Systems Using Neural Network Learning and Evolutionary Computation, In Proceedings of 17th IEEE International Symposium on Intelligent Control, IEEE Press, pp 327-332, 2002.
2. Abraham A., Neuro-Fuzzy Systems: State-of-the-Art Modeling Techniques, Connectionist Models of Neurons, Learning Processes, and Artificial Intelligence, Jose Mira and Alberto Prieto (Eds.), Lecture Notes in Computer Science 2084, Springer-Verlag Germany, Granada, Spain, pp. 269-276, 2001.
3. Bezdek, J. C., Pattern Recognition with Fuzzy Objective Function Algorithms, New York: Plenum Press, 1981.
4. Cordôn O., Herrera F., Hoffmann F. and Magdalena L., Genetic Fuzzy Systems: Evolutionary Tuning and Learning of Fuzzy Knowledge Bases, World Scientific Publishing Company, Singapore, 2001.
5. Hall, L.O., Ozyurt, I.B., and Bezdek, J.C., Clustering with a Genetically Optimized Approach, IEEE Transactions on Evolutionary Computation, Vol.3, No. 2, pp. 103-112, 1999.
6. Jespersen S.E., Thorhauge J., and Bach T., A Hybrid Approach to Web Usage Mining, Data Warehousing and Knowledge Discovery, LNCS 2454, Y. Kambayashi, W. Winiwarter, M. Arikawa (Eds.), pp. 73-82, 2002.
7. Monash University Web site: http://www.monash.edu.au
8. Pal S.K., Talwar V., and Mitra P., Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions, IEEE Transactions on Neural Networks, Volume: 13, Issue: 5, pp.1163-1177, 2002.
9. Srivastava, J., Cooley R., Deshpande M.and Tan P.N., Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data, SIGKDD Explorations, 1(2): pp. 12-23, 2000.
10. Wang X., Abraham A. and Smith K.A, Soft Computing Paradigms for Web Access Pattern Analysis, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery, pp. 631-635, 2002.
11. Wang X., Abraham A. and Smith K.A., Web Traffic Mining Using a Concurrent Neuro-Fuzzy Approach, 2nd International Conference on Hybrid Intelligent Systems, Soft Computing Systems: Design, Management and Applications, IOS Press Netherlands, pp. 853-862, 2002.