Intelligent soft computation and evolving data mining integrating advanced technologies
Title:
Intelligent soft computation and evolving data mining integrating advanced technologies
Author:
Wang, Leon Shyue-Liang, 1955-
ISBN:
9781615207589
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xxi, 494 p. : ill.) : digital files.
Contents:
1. Introduction to the experimental design in the data mining tool KEEL / J. Alcalá-Fdez, I. Robles, F. Herrera, S. García, M.J. del Jesus, L. Sánchez, E. Bernadó-Mansilla, A. Peregrín, S. Ventura -- 2. Cat swarm optimization supported data mining / Pei-Wei Tsai, Jeng-Shyang Pan, Bin-Yih Liao, Shu-Chuan Chu, Mei-Chiao Lai -- 3. Dynamic discovery of fuzzy functional dependencies using partitions / Shyue-Liang Wang, Ju-Wen Shen, Tuzng-Pei Hong -- 4. An intelligent data mining system through integration Of electromagnetism-like mechanism and fuzzy neural network / Peitsang Wu, Yung-Yao Hung -- 5. Computational intelligence-revisited / Yuanyuan Chai -- 6. Artificial clonal selection model and its application / Shangce Gao, Zheng Tang, Hiroki Tamura -- 7. Risk-management models based on the portfolio theory using historical data under uncertainty / Takashi Hasuike -- 8. Neuro-fuzzy system modeling / Chen-Sen Ouyang -- 9. Network based fusion of global and local information in time series prediction with the use of soft-computing techniques / Shun-Feng Su, Sou-Horng Li -- 10. Weights direct determination of feedforward neural networks without iterative BP-training / Yunong Zhang, Ning Tan -- 11. The Hopfield-Tank neural network for the mobile agent planning problem / Cha-Hwa Lin, Jin-Fu Wang -- 12. A novel neural fuzzy network using a hybrid evolutionary learning algorithm / Cheng-Jian Lin, Cheng-Hung Chen --
13. Power system load frequency control using combined intelligent techniques / Yannis L. Karnavas -- 14. Computational intelligence clustering for dynamic video watermarking / Daw-Tung Lin, Guan-Jhih Liao -- 15. Data mining meets Internet and Web performance / Leszek Borzemski -- 16. Predicting similarity of Web services using WordNet / Aparna Konduri, Chien-Chung Chan -- 17. Finding explicit and implicit knowledge : biomedical text data mining / Kazuhiro Seki, Javed Mostafa, Kuniaki Uehara -- 18. Rainstorm forecasting By mining heterogeneous remote sensed datasets / Yu-Bin Yang, Hui Lin -- 19. Learning verifiable ensembles for classification problems with high safety requirements / Sebastian Nusser, Clemens Otte, Werner Hauptmann, Rudolf Kruse.
Abstract:
"This book provides a reference to researchers, practitioners, and students in both soft computing and data mining communities for generating creative ideas of securing and managing data mining"--Provided by publisher.
Added Corporate Author:
Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-757-2