Intelligent soft computation and evolving data mining: integrating advanced technologies
"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
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey ; New York
Information Science Reference
[2010]
|
| Schriftenreihe: | Premier reference source
|
| Schlagworte: | |
| Online-Zugang: | DE-706 DE-1049 DE-898 DE-1050 DE-83 Volltext |
| Zusammenfassung: | "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 |
| Beschreibung: | Includes bibliographical references |
| Beschreibung: | 1 Online-Ressource (xxi, 494 Seiten) |
| ISBN: | 9781615207589 |
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| 505 | 8 | |a 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 | |
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| contents | 1. Introduction to the experimental design in the data mining tool KEEL / J. Alcal a-Fdez, I. Robles, F. Herrera, S. Garc ia, M.J. del Jesus, L. S anchez, E. Bernad o-Mansilla, A. Peregr in, 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 |
| ctrlnum | (OCoLC)1031427768 (DE-599)BVBBV044252900 |
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| spelling | Intelligent soft computation and evolving data mining integrating advanced technologies Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan) Hershey ; New York Information Science Reference [2010] © 2010 1 Online-Ressource (xxi, 494 Seiten) txt rdacontent c rdamedia cr rdacarrier Premier reference source Includes bibliographical references 1. Introduction to the experimental design in the data mining tool KEEL / J. Alcal a-Fdez, I. Robles, F. Herrera, S. Garc ia, M.J. del Jesus, L. S anchez, E. Bernad o-Mansilla, A. Peregr in, 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 "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 Data mining Soft computing Computational intelligence Soft Computing (DE-588)4455833-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Soft Computing (DE-588)4455833-8 s Data Mining (DE-588)4428654-5 s DE-604 Wang, Xueliang (DE-588)106525301X edt Hong, Tzung-Pei edt Erscheint auch als Druck-Ausgabe 978-1-61520-757-2 Erscheint auch als Druck-Ausgabe 1-61520-757-0 Erscheint auch als Druck-Ausgabe 978-1-61692-282-5 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-757-2 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Intelligent soft computation and evolving data mining integrating advanced technologies 1. Introduction to the experimental design in the data mining tool KEEL / J. Alcal a-Fdez, I. Robles, F. Herrera, S. Garc ia, M.J. del Jesus, L. S anchez, E. Bernad o-Mansilla, A. Peregr in, 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 Data mining Soft computing Computational intelligence Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Intelligent soft computation and evolving data mining integrating advanced technologies |
| title_auth | Intelligent soft computation and evolving data mining integrating advanced technologies |
| title_exact_search | Intelligent soft computation and evolving data mining integrating advanced technologies |
| title_full | Intelligent soft computation and evolving data mining integrating advanced technologies Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan) |
| title_fullStr | Intelligent soft computation and evolving data mining integrating advanced technologies Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan) |
| title_full_unstemmed | Intelligent soft computation and evolving data mining integrating advanced technologies Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan) |
| title_short | Intelligent soft computation and evolving data mining |
| title_sort | intelligent soft computation and evolving data mining integrating advanced technologies |
| title_sub | integrating advanced technologies |
| topic | Data mining Soft computing Computational intelligence Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data mining Soft computing Computational intelligence Soft Computing Data Mining Aufsatzsammlung |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-757-2 |
| work_keys_str_mv | AT wangxueliang intelligentsoftcomputationandevolvingdataminingintegratingadvancedtechnologies AT hongtzungpei intelligentsoftcomputationandevolvingdataminingintegratingadvancedtechnologies |