Hybrid Self-Organizing Modeling Systems
The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. However, it is known to often under-perform on non-parametric regression tasks, while time serie
- PDF / 160,922 Bytes
- 17 Pages / 430 x 659.996 pts Page_size
- 4 Downloads / 228 Views
Studies in Computational Intelligence, Volume 211 Editor-in-Chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 190. K.R. Venugopal, K.G. Srinivasa and L.M. Patnaik Soft Computing for Data Mining Applications, 2009 ISBN 978-3-642-00192-5 Vol. 191. Zong Woo Geem (Ed.) Music-Inspired Harmony Search Algorithm, 2009 ISBN 978-3-642-00184-0 Vol. 192. Agus Budiyono, Bambang Riyanto and Endra Joelianto (Eds.) Intelligent Unmanned Systems: Theory and Applications, 2009 ISBN 978-3-642-00263-2
Vol. 201. Aboul-Ella Hassanien, Ajith Abraham, Athanasios V. Vasilakos, and Witold Pedrycz (Eds.) Foundations of Computational Intelligence Volume 1, 2009 ISBN 978-3-642-01081-1 Vol. 202. Aboul-Ella Hassanien, Ajith Abraham, and Francisco Herrera (Eds.) Foundations of Computational Intelligence Volume 2, 2009 ISBN 978-3-642-01532-8 Vol. 203. Ajith Abraham, Aboul-Ella Hassanien, Patrick Siarry, and Andries Engelbrecht (Eds.) Foundations of Computational Intelligence Volume 3, 2009 ISBN 978-3-642-01084-2
Vol. 193. Raymond Chiong (Ed.) Nature-Inspired Algorithms for Optimisation, 2009 ISBN 978-3-642-00266-3
Vol. 204. Ajith Abraham, Aboul-Ella Hassanien, and Andr´e Ponce de Leon F. de Carvalho (Eds.) Foundations of Computational Intelligence Volume 4, 2009 ISBN 978-3-642-01087-3
Vol. 194. Ian Dempsey, Michael O’Neill and Anthony Brabazon (Eds.) Foundations in Grammatical Evolution for Dynamic Environments, 2009 ISBN 978-3-642-00313-4
Vol. 205. Ajith Abraham, Aboul-Ella Hassanien, and Václav Snášel (Eds.) Foundations of Computational Intelligence Volume 5, 2009 ISBN 978-3-642-01535-9
Vol. 195. Vivek Bannore and Leszek Swierkowski Iterative-Interpolation Super-Resolution Image Reconstruction: A Computationally Efficient Technique, 2009 ISBN 978-3-642-00384-4
Vol. 206. Ajith Abraham, Aboul-Ella Hassanien, André Ponce de Leon F. de Carvalho, and Václav Snášel (Eds.) Foundations of Computational Intelligence Volume 6, 2009 ISBN 978-3-642-01090-3
Vol. 196. Valentina Emilia Balas, J´anos Fodor and Annamária R. V´arkonyi-K´oczy (Eds.) Soft Computing Based Modeling in Intelligent Systems, 2009 ISBN 978-3-642-00447-6 Vol. 197. Mauro Birattari Tuning Metaheuristics, 2009 ISBN 978-3-642-00482-7 Vol. 198. Efr´en Mezura-Montes (Ed.) Constraint-Handling in Evolutionary Optimization, 2009 ISBN 978-3-642-00618-0 Vol. 199. Kazumi Nakamatsu, Gloria Phillips-Wren, Lakhmi C. Jain, and Robert J. Howlett (Eds.) New Advances in Intelligent Decision Technologies, 2009 ISBN 978-3-642-00908-2 Vol. 200. Dimitri Plemenos and Georgios Miaoulis Visual Complexity and Intelligent Computer Graphics Techniques Enhancements, 2009 ISBN 978-3-642-01258-7
Vol. 207. Santo Fortunato, Giuseppe Mangioni, Ronaldo Menezes, and Vincenzo Nicosia (Eds.) Complex Networks, 2009 ISBN 978-3-642-01205-1 Vol. 208. Roger Lee, Gongzu Hu, and Huaikou Miao (Eds.) Computer and Information Science 2009, 2009 ISBN 978
Data Loading...
