Adaptive learning methods for nonlinear system modeling / edited by Danilo Comminiello, José C. Príncipe.
| Other author | Comminiello, Danilo. |
| Other author | Príncipe, J. C. (José C.) |
| Format | Electronic |
| Publication Info | Kidlington, Oxford, United Kingdom ; Cambridge, MA, United States : Butterworth-Heinemann, an imprint of Elsevier, [2018] |
| Description | xix, 367 pages : illustrations ; 24 cm |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from eBook - Engineering 2018 |
| Subjects |
| Contents | Note continued: 8.2.4.Semiparametric Reconstruction -- 8.2.5.Numerical Tests -- 8.3.Inference of Dynamic Functions Over Dynamic Graphs -- 8.3.1.Kernels on Extended Graphs -- 8.3.2.Multikernel Kriged Kalman Filters -- 8.3.3.Numerical Tests -- 8.3.4.Summary -- Acknowledgments -- References -- pt. 3 NONLINEAR MODELING WITH MULTIPLE LEARNING MACHINES -- ch. 9 Online Nonlinear Modeling via Self-Organizing Trees -- 9.1.Introduction -- 9.2.Self-Organizing Trees for Regression Problems -- 9.2.1.Notation -- 9.2.2.Construction of the Algorithm -- 9.2.3.Convergence of the Algorithm -- 9.3.Self-Organizing Trees for Binary Classification Problems -- 9.3.1.Construction of the Algorithm -- 9.3.2.Convergence of the Algorithm -- 9.4.Numerical Results -- 9.4.1.Numerical Results for Regression Problems -- 9.4.2.Numerical Results for Classification Problems -- Appendix 9.A -- 9.A.1.Proof of Theorem 1 -- 9.A.2.Proof of Theorem 2 -- Acknowledgments -- References |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Issued in other form | ebook version : 9780128129777 |
| Genre/form | Electronic books. |
| LCCN | 2018947070 |
| ISBN | 012812976X paperback |
| ISBN | 9780128129760 paperback |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |