Robust Methods For Data Reduction
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Robust Methods For Data Reduction
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Author : Alessio Farcomeni
language : en
Publisher: CRC Press
Release Date : 2016-01-13
Robust Methods For Data Reduction written by Alessio Farcomeni and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-13 with Mathematics categories.
Robust Methods for Data Reduction gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, dou
Robust Methods For Data Reduction
DOWNLOAD
Author : Alessio Farcomeni
language : en
Publisher: CRC Press
Release Date : 2016-01-13
Robust Methods For Data Reduction written by Alessio Farcomeni and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-13 with Mathematics categories.
Robust Methods for Data Reduction gives a non-technical overview of robust data reduction techniques, encouraging the use of these important and useful methods in practical applications. The main areas covered include principal components analysis, sparse principal component analysis, canonical correlation analysis, factor analysis, clustering, dou
Application Of Robust Statistical Methods To Data Reduction
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Author : William S. Agee
language : en
Publisher:
Release Date : 1978
Application Of Robust Statistical Methods To Data Reduction written by William S. Agee and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with categories.
Robust Statistics provides a fresh approach to the difficult problem of editing in data reduction. Of prime concern are grossly erroneous measurements which, when undetected, completely destroy automated data reduction procedures causing costly reruns and time delays with human detection of the erroneous measurements. The application of robust statistical methods has been highly successful in dealing with this problem. An introduction to the robust M-estimates and their numerical computation is given. The application of M-estimates to data preprocessing, instrument calibration, N-station cinetheodolites, N-station radar solution, and filtering are described in detail. Numerical examples of these applications using real measurements are given. (Author).
Ai Based Solutions For Engineering
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Author : Yücel, Melda
language : en
Publisher: IGI Global
Release Date : 2025-08-08
Ai Based Solutions For Engineering written by Yücel, Melda and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-08 with Technology & Engineering categories.
Artificial intelligence (AI) and machine learning (ML) are rapidly transforming how complex engineering and environmental challenges are addressed across disciplines. These technologies offer advanced, adaptive, and efficient solutions for nonlinear problems in civil, mechanical, electrical, and environmental engineering, enabling more accurate modeling, prediction, and optimization. The integration of these approaches reflects a growing interdisciplinary shift, where digital intelligence supports both technological advancement and ecological responsibility. As global priorities align toward innovation and sustainability, leveraging AI across engineering fields has the potential to shape smarter societies. AI-Based Solutions for Engineering explores the applications and novel solutions of engineering problems by using AI and its methodologies. It realizes the solutions for different engineering problems with the contribution of AI technology. Covering topics such action classification, edge devices, and wastewater treatment, this book is an excellent resource for developers, engineers, policymakers, researchers, academicians, and more.
Integrating Machine Learning Into Hpc Based Simulations And Analytics
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Author : Ben Youssef, Belgacem
language : en
Publisher: IGI Global
Release Date : 2024-12-13
Integrating Machine Learning Into Hpc Based Simulations And Analytics written by Ben Youssef, Belgacem and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-13 with Computers categories.
Researchers are increasingly using machine learning (ML) models to analyze data and simulate complex systems and phenomena. Small-scale computing systems used for training, validation, and testing of these ML models are no longer sufficient for grand-challenge problems characterized by large volumes of data generated at a much higher rate than before, surpassing by far the computing capabilities currently available in many cyberinfrastructure platforms. By associating high-performance computing (HPC) with ML environments, scientists and engineers would be able to enhance not only the scalability but also the performance of their predictive ML models. The Handbook of Research on Integrating Machine Learning Into HPC-Based Simulations and Analytics presents recent research efforts in designing and using ML techniques on HPC systems and discusses some of the results achieved thus far by cutting-edge relevant contributions. Covering topics such as data analytics, deep learning, and networking, this major reference work is ideal for computer scientists, academicians, engineers, researchers, scholars, practitioners, librarians, instructors, and students.
Image Analysis And Recognition
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Author : Mohamed Kamel
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-07-07
Image Analysis And Recognition written by Mohamed Kamel 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 2009-07-07 with Computers categories.
This book constitutes the refereed proceedings of the 6th International Conference on Image Analysis and Recognition, ICIAR 2009, held in Halifax, Canada, in July 2009. The 93 revised full papers presented were carefully reviewed and selected from 164 submissions. The papers are organized in topical sections on image and video processing and analysis; image segmentation; image and video retrieval and indexing; pattern analysis and recognition; biometrics face recognition; shape analysis; motion analysis and tracking; 3D image analysis; biomedical image analysis; document analysis and applications.
Readings In The Analysis Of Survey Data
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Author : Robert Ferber
language : en
Publisher:
Release Date : 1980
Readings In The Analysis Of Survey Data written by Robert Ferber and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Business & Economics categories.
Astronomical Data Analysis Software And Systems Vi
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Author : Gareth Hunt
language : en
Publisher:
Release Date : 1997
Astronomical Data Analysis Software And Systems Vi written by Gareth Hunt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Science categories.
Proceedings From The Institute Of Phonetic Sciences Of The University Of Amsterdam
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Author :
language : en
Publisher:
Release Date : 2003
Proceedings From The Institute Of Phonetic Sciences Of The University Of Amsterdam written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Phonetics categories.
Bulletin De L Institut International De Statistique
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Author :
language : en
Publisher:
Release Date : 2001
Bulletin De L Institut International De Statistique written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Statistics categories.