111 search results - page 7 / 23 » Dynamical Modeling with Kernels for Nonlinear Time Series Pr... |
ICONIP
2008
14 years 11 months ago
2008
Abstract. A method is proposed to determine the similarity of a collection of time series. As a first step, one extracts events from the time series, in other words, one converts e...
ASC
2000
14 years 11 months ago
2000
A neural model-based predictive control scheme is proposed for dealing with steady-state offsets found in standard MPC schemes. This structure is based on a constrained local inst...
112
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ICTAI
2005
IEEE
15 years 3 months ago
2005
IEEE
A hybrid learning neuro-fuzzy system with asymmetric fuzzy sets (HLNFS-A) is proposed in this paper. The learning methods of random optimization (RO) and least square estimation (...
113
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ICANN
2001
Springer
15 years 2 months ago
2001
Springer
Abstract. An application of the recently proposed generalized relevance learning vector quantization (GRLVQ) to the analysis and modeling of time series data is presented. We use G...
80
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NIPS
2001
14 years 11 months ago
2001
A new class of Support Vector Machine (SVM) that is applicable to sequential-pattern recognition such as speech recognition is developed by incorporating an idea of non-linear tim...