Neural generators of sparse local linear models for achieving both accuracy and interpretability

Information Fusion ◽

10.1016/j.inffus.2021.11.009 ◽

2021 ◽

Author(s):

Yuya Yoshikawa ◽

Tomoharu Iwata

Keyword(s):

Linear Models ◽

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Identification of nonlinear dynamical system using hierarchical clustering analysis and local linear models

2007 European Control Conference (ECC) ◽

10.23919/ecc.2007.7068980 ◽

2007 ◽

Author(s):

Xudong Wang ◽

Vassilis L. Syrmos

Keyword(s):

Dynamical System ◽

Hierarchical Clustering ◽

Clustering Analysis ◽

Linear Models ◽

Nonlinear Dynamical System ◽

Hierarchical Clustering Analysis ◽

Nonlinear Dynamical ◽

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Design of Nonlinear Internal Model Controller using Local Linear Models, and its Application

Journal of Robotics Networking and Artificial Life ◽

10.2991/jrnal.k.210713.008 ◽

2021 ◽

Author(s):

Shinichi Imai

Keyword(s):

Internal Model ◽

Linear Models ◽

Local Linear ◽

Internal Model Controller

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State estimation for nonlinear dynamic systems using Gaussian processes and pre-computed local linear models

2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC) ◽

10.1109/cgncc.2016.7829090 ◽

2016 ◽

Author(s):

Xiaoke Yang ◽

Bo Peng ◽

Hang Zhou ◽

Lingyu Yang

Keyword(s):

State Estimation ◽

Dynamic Systems ◽

Gaussian Processes ◽

Nonlinear Dynamic ◽

Linear Models ◽

Nonlinear Dynamic Systems ◽

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Structure selection with ANOVA: local linear models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)34737-7 ◽

2003 ◽

Vol 36 (16) ◽

pp. 51-56 ◽

Author(s):

Ingela Lind ◽

Lennart Ljung

Keyword(s):

Linear Models ◽

Structure Selection ◽

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Local Linear Models adaptation for a 4 Inj — 2PP common-rail pressure system

2013 IEEE 11th International Symposium on Intelligent Systems and Informatics (SISY) ◽

10.1109/sisy.2013.6662581 ◽

2013 ◽

Author(s):

Gelu Laurentiu Ioanas ◽

Toma Leonida Dragomir

Keyword(s):

Linear Models ◽

Common Rail ◽

Rail Pressure ◽

Pressure System ◽

Local Linear ◽

Common Rail Pressure

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Computing parametric yield adaptively using local linear models

33rd Design Automation Conference Proceedings, 1996 ◽

10.1145/240518.240674 ◽

1996 ◽

Author(s):

Mien Li ◽

Linda Milar

Keyword(s):

Linear Models ◽

Parametric Yield ◽

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Nonlinear Instrument variable methods based on local linear models

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)31249-1 ◽

2004 ◽

Vol 37 (13) ◽

pp. 357-362 ◽

Author(s):

Astrid Lundgren ◽

Jonas Sjöberg

Keyword(s):

Linear Models ◽

Local Linear ◽

Instrument Variable

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Learning nonlinear image manifolds by global alignment of local linear models

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2006.166 ◽

2006 ◽

Vol 28 (8) ◽

pp. 1236-1250 ◽

Author(s):

J. Verbeek

Keyword(s):

Linear Models ◽

Global Alignment ◽

Local Linear ◽

Image Manifolds

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Local Linear Estimation in Partly Linear Models

Journal of Multivariate Analysis ◽

10.1006/jmva.1996.1642 ◽

1997 ◽

Vol 60 (1) ◽

pp. 1-19 ◽

Author(s):

Scott A. Hamilton ◽

Young K. Truong

Keyword(s):

Linear Models ◽

Linear Estimation ◽

Local Linear ◽

Local Linear Estimation

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Learning Non-linear Dynamical Systems by Alignment of Local Linear Models

Transactions of the Japanese Society for Artificial Intelligence ◽

10.1527/tjsai.26.638 ◽

2011 ◽

Vol 26 (6) ◽

pp. 638-648

Author(s):

Masao Joko ◽

Yoshinobu Kawahara ◽

Yairi Takehisa

Keyword(s):

Dynamical Systems ◽

Linear Models ◽

Linear Dynamical Systems ◽

Local Linear ◽

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