Nonlinear Estimation And Classification
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Nonlinear Estimation And Classification
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Author : David D. Denison
language : en
Publisher:
Release Date : 2014-01-15
Nonlinear Estimation And Classification written by David D. Denison and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Nonlinear Parameter Estimation In Classification Problems
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Author : Kim Louise Blackmore
language : en
Publisher:
Release Date : 1995
Nonlinear Parameter Estimation In Classification Problems written by Kim Louise Blackmore and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Algorithms categories.
Classification Parameter Estimation And State Estimation
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Author : Ferdinand van der Heijden
language : en
Publisher: John Wiley & Sons
Release Date : 2005-06-10
Classification Parameter Estimation And State Estimation written by Ferdinand van der Heijden and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06-10 with Science categories.
Classification, Parameter Estimation and State Estimation is a practical guide for data analysts and designers of measurement systems and postgraduates students that are interested in advanced measurement systems using MATLAB. 'Prtools' is a powerful MATLAB toolbox for pattern recognition and is written and owned by one of the co-authors, B. Duin of the Delft University of Technology. After an introductory chapter, the book provides the theoretical construction for classification, estimation and state estimation. The book also deals with the skills required to bring the theoretical concepts to practical systems, and how to evaluate these systems. Together with the many examples in the chapters, the book is accompanied by a MATLAB toolbox for pattern recognition and classification. The appendix provides the necessary documentation for this toolbox as well as an overview of the most useful functions from these toolboxes. With its integrated and unified approach to classification, parameter estimation and state estimation, this book is a suitable practical supplement in existing university courses in pattern classification, optimal estimation and data analysis. Covers all contemporary main methods for classification and estimation. Integrated approach to classification, parameter estimation and state estimation Highlights the practical deployment of theoretical issues. Provides a concise and practical approach supported by MATLAB toolbox. Offers exercises at the end of each chapter and numerous worked out examples. PRtools toolbox (MATLAB) and code of worked out examples available from the internet Many examples showing implementations in MATLAB Enables students to practice their skills using a MATLAB environment
Nonlinear Estimation And Classification
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Author : David D. Denison
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Nonlinear Estimation And Classification written by David D. Denison and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Mathematics categories.
Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to recent advances in data collection and computing technologies. As a result, fundamental statistical research is being undertaken in a variety of different fields. Driven by the complexity of these new problems, and fueled by the explosion of available computer power, highly adaptive, non-linear procedures are now essential components of modern "data analysis," a term that we liberally interpret to include speech and pattern recognition, classification, data compression and signal processing. The development of new, flexible methods combines advances from many sources, including approximation theory, numerical analysis, machine learning, signal processing and statistics. The proposed workshop intends to bring together eminent experts from these fields in order to exchange ideas and forge directions for the future.
Nonlinear Modeling
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Author : Johan A.K. Suykens
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Nonlinear Modeling written by Johan A.K. Suykens and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
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.
Nonlinear Spectral Techniques For Signal Image Recognition Classification And Estimation
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Author : Young Ro Yoon
language : en
Publisher:
Release Date : 1991
Nonlinear Spectral Techniques For Signal Image Recognition Classification And Estimation written by Young Ro Yoon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Machine visions categories.
Nonlinear Estimation
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Author : Gavin Ross
language : en
Publisher:
Release Date : 2014-01-15
Nonlinear Estimation written by Gavin Ross and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Finite And Asymptotic Time State Estimation For Linear And Nonlinear Systems
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Author : Patrick Menold
language : en
Publisher:
Release Date : 2004
Finite And Asymptotic Time State Estimation For Linear And Nonlinear Systems written by Patrick Menold and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.
A Method For Estimating Nonlinear Class Boundaries In The Classification Problem And Comparison With Other Existing Methods
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Author : Smarajit Bose
language : en
Publisher:
Release Date : 1992
A Method For Estimating Nonlinear Class Boundaries In The Classification Problem And Comparison With Other Existing Methods written by Smarajit Bose and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.
Nonlinear Approaches In Engineering Applications
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Author : Liming Dai
language : en
Publisher: Springer
Release Date : 2018-01-29
Nonlinear Approaches In Engineering Applications written by Liming Dai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-29 with Technology & Engineering categories.
This book analyzes the updated principles and applications of nonlinear approaches to solve engineering and physics problems. The knowledge on nonlinearity and the comprehension of nonlinear approaches are inevitable to future engineers and scientists, making this an ideal book for engineers, engineering students, and researchers in engineering, physics, and mathematics. Chapters are of specific interest to readers who seek expertise in optimization, nonlinear analysis, mathematical modeling of complex forms, and non-classical engineering problems. The book covers methodologies and applications from diverse areas such as vehicle dynamics, surgery simulation, path planning, mobile robots, contact and scratch analysis at the micro and nano scale, sub-structuring techniques, ballistic projectiles, and many more.