Classification Estimation And Pattern Recognition

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Classification Estimation And Pattern Recognition

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Author : Tzay Y. Young
language : en
Publisher:
Release Date : 1973

Classification Estimation And Pattern Recognition written by Tzay Y. Young and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1973 with Discriminant analysis categories.

Classification Estimation And Pattern Recognition By Tzay Y Young And Thomas W Calvert

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Author : Tzay Y. Young
language : en
Publisher:
Release Date : 1974

Classification Estimation And Pattern Recognition By Tzay Y Young And Thomas W Calvert written by Tzay Y. Young and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with Discriminant analysis categories.

Classification Estimation And Pattern Recognition

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Author : Tzay Y. Young
language : en
Publisher: Elsevier Publishing Company
Release Date : 1974

Classification Estimation And Pattern Recognition written by Tzay Y. Young and has been published by Elsevier Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1974 with Computers categories.

Statistical pattern classification; Estimation theory and machine learning; Linear discriminant functions and clustering; Stochastic approximation and pattern recognition; Feature extraction theory; Pattern recognition of electrocardiograms and vectorcardiograms; Image analysis and character recognition.

Decision Estimation And Classification

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Author : Charles W. Therrien
language : en
Publisher:
Release Date : 1989-01-17

Decision Estimation And Classification written by Charles W. Therrien and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-01-17 with Computers categories.

Very Good,No Highlights or Markup,all pages are intact.

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

Error Estimation For Pattern Recognition

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Author : Ulisses M. Braga Neto
language : en
Publisher: John Wiley & Sons
Release Date : 2015-06-22

Error Estimation For Pattern Recognition written by Ulisses M. Braga Neto 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 2015-06-22 with Technology & Engineering categories.

This book is the first of its kind to discuss error estimation with a model-based approach. From the basics of classifiers and error estimators to distributional and Bayesian theory, it covers important topics and essential issues pertaining to the scientific validity of pattern classification. Error Estimation for Pattern Recognition focuses on error estimation, which is a broad and poorly understood topic that reaches all research areas using pattern classification. It includes model-based approaches and discussions of newer error estimators such as bolstered and Bayesian estimators. This book was motivated by the application of pattern recognition to high-throughput data with limited replicates, which is a basic problem now appearing in many areas. The first two chapters cover basic issues in classification error estimation, such as definitions, test-set error estimation, and training-set error estimation. The remaining chapters in this book cover results on the performance and representation of training-set error estimators for various pattern classifiers. Additional features of the book include: • The latest results on the accuracy of error estimation • Performance analysis of re-substitution, cross-validation, and bootstrap error estimators using analytical and simulation approaches • Highly interactive computer-based exercises and end-of-chapter problems This is the first book exclusively about error estimation for pattern recognition. Ulisses M. Braga Neto is an Associate Professor in the Department of Electrical and Computer Engineering at Texas A&M University, USA. He received his PhD in Electrical and Computer Engineering from The Johns Hopkins University. Dr. Braga Neto received an NSF CAREER Award for his work on error estimation for pattern recognition with applications in genomic signal processing. He is an IEEE Senior Member. Edward R. Dougherty is a Distinguished Professor, Robert F. Kennedy ’26 Chair, and Scientific Director at the Center for Bioinformatics and Genomic Systems Engineering at Texas A&M University, USA. He is a fellow of both the IEEE and SPIE, and he has received the SPIE Presidents Award. Dr. Dougherty has authored several books including Epistemology of the Cell: A Systems Perspective on Biological Knowledge and Random Processes for Image and Signal Processing (Wiley-IEEE Press).

Proceedings Of The Fourth International Joint Conference On Pattern Recognition November 7 10 1978 Kyoto Japan

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Author :
language : en
Publisher:
Release Date : 1978

Proceedings Of The Fourth International Joint Conference On Pattern Recognition November 7 10 1978 Kyoto Japan written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Optical pattern recognition categories.

Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management

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Author :
language : en
Publisher:
Release Date : 1983

Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computer architecture categories.

1983 Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management

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Author :
language : en
Publisher:
Release Date : 1983

1983 Ieee Computer Society Workshop On Computer Architecture For Pattern Analysis And Image Database Management written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computers categories.

Statistics Subject Indexes From Mathematical Reviews

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Author : American Mathematical Society
language : en
Publisher:
Release Date : 1987

Statistics Subject Indexes From Mathematical Reviews written by American Mathematical Society and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Mathematics categories.