Nonlinear Modeling: Advanced Black-Box Techniques
Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation fo...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
1998
|
| Schlagworte: | |
| Online-Zugang: | BTU01 Volltext |
| Zusammenfassung: | Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear systems; Nonlinear identification based on fuzzy models; Statistical learning in control and matrix theory; Nonlinear time-series analysis. It also contains the results of the K.U. Leuven time series prediction competition, held within the framework of an international workshop at the K.U. Leuven, Belgium in July 1998 |
| Beschreibung: | 1 Online-Ressource (XVII, 256 p) |
| ISBN: | 9781461557036 |
| DOI: | 10.1007/978-1-4615-5703-6 |
Internformat
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| spelling | Nonlinear Modeling Advanced Black-Box Techniques edited by Johan A. K. Suykens, Joos Vandewalle Boston, MA Springer US 1998 1 Online-Ressource (XVII, 256 p) txt rdacontent c rdamedia cr rdacarrier Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear systems; Nonlinear identification based on fuzzy models; Statistical learning in control and matrix theory; Nonlinear time-series analysis. It also contains the results of the K.U. Leuven time series prediction competition, held within the framework of an international workshop at the K.U. Leuven, Belgium in July 1998 Engineering Circuits and Systems Statistical Physics, Dynamical Systems and Complexity Systems Theory, Control Signal, Image and Speech Processing Electrical Engineering System theory Statistical physics Dynamical systems Electrical engineering Electronic circuits Nichtlineares mathematisches Modell (DE-588)4127859-8 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift 1998 Löwen gnd-content Nichtlineares mathematisches Modell (DE-588)4127859-8 s 2\p DE-604 Suykens, Johan A. K. edt Vandewalle, Joos edt Erscheint auch als Druck-Ausgabe 9781461376118 https://doi.org/10.1007/978-1-4615-5703-6 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Nonlinear Modeling Advanced Black-Box Techniques Engineering Circuits and Systems Statistical Physics, Dynamical Systems and Complexity Systems Theory, Control Signal, Image and Speech Processing Electrical Engineering System theory Statistical physics Dynamical systems Electrical engineering Electronic circuits Nichtlineares mathematisches Modell (DE-588)4127859-8 gnd |
| subject_GND | (DE-588)4127859-8 (DE-588)1071861417 |
| title | Nonlinear Modeling Advanced Black-Box Techniques |
| title_auth | Nonlinear Modeling Advanced Black-Box Techniques |
| title_exact_search | Nonlinear Modeling Advanced Black-Box Techniques |
| title_full | Nonlinear Modeling Advanced Black-Box Techniques edited by Johan A. K. Suykens, Joos Vandewalle |
| title_fullStr | Nonlinear Modeling Advanced Black-Box Techniques edited by Johan A. K. Suykens, Joos Vandewalle |
| title_full_unstemmed | Nonlinear Modeling Advanced Black-Box Techniques edited by Johan A. K. Suykens, Joos Vandewalle |
| title_short | Nonlinear Modeling |
| title_sort | nonlinear modeling advanced black box techniques |
| title_sub | Advanced Black-Box Techniques |
| topic | Engineering Circuits and Systems Statistical Physics, Dynamical Systems and Complexity Systems Theory, Control Signal, Image and Speech Processing Electrical Engineering System theory Statistical physics Dynamical systems Electrical engineering Electronic circuits Nichtlineares mathematisches Modell (DE-588)4127859-8 gnd |
| topic_facet | Engineering Circuits and Systems Statistical Physics, Dynamical Systems and Complexity Systems Theory, Control Signal, Image and Speech Processing Electrical Engineering System theory Statistical physics Dynamical systems Electrical engineering Electronic circuits Nichtlineares mathematisches Modell Konferenzschrift 1998 Löwen |
| url | https://doi.org/10.1007/978-1-4615-5703-6 |
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