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New Insights On Principal Component Analysis
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Book Synopsis New Insights on Principal Component Analysis by : Fausto Pedro García Márquez
Download or read book New Insights on Principal Component Analysis written by Fausto Pedro García Márquez and published by BoD – Books on Demand. This book was released on 2024-02-07 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on Principal Component Analysis (PCA) extensively explores the core analyses and case studies within this field, incorporating the latest advancements. Each chapter delves into various disciplines like engineering, administration, economics, and technology, showcasing diverse applications and the utility of PCA. The book emphasizes the integration of PCA with other algorithms and methodologies, highlighting the enhancements achieved through combined approaches. Moreover, the book elucidates updated versions or iterations of PCA, detailing their descriptions and practical applications.
Book Synopsis Principal Component Analysis by : Parinya Sanguansat
Download or read book Principal Component Analysis written by Parinya Sanguansat and published by BoD – Books on Demand. This book was released on 2012-03-07 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is aimed at raising awareness of researchers, scientists and engineers on the benefits of Principal Component Analysis (PCA) in data analysis. In this book, the reader will find the applications of PCA in fields such as energy, multi-sensor data fusion, materials science, gas chromatographic analysis, ecology, video and image processing, agriculture, color coating, climate and automatic target recognition.
Book Synopsis Advances in Principal Component Analysis by : Ganesh R. Naik
Download or read book Advances in Principal Component Analysis written by Ganesh R. Naik and published by Springer. This book was released on 2017-12-11 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail. Bringing together research results previously scattered throughout many scientific journals papers worldwide, the book presents them in a methodologically unified form. Offering vital insights into the subject matter in self-contained chapters that balance the theory and concrete applications, and especially focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.
Book Synopsis Principal Component Analysis by : I.T. Jolliffe
Download or read book Principal Component Analysis written by I.T. Jolliffe and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principal component analysis is probably the oldest and best known of the It was first introduced by Pearson (1901), techniques ofmultivariate analysis. and developed independently by Hotelling (1933). Like many multivariate methods, it was not widely used until the advent of electronic computers, but it is now weIl entrenched in virtually every statistical computer package. The central idea of principal component analysis is to reduce the dimen sionality of a data set in which there are a large number of interrelated variables, while retaining as much as possible of the variation present in the data set. This reduction is achieved by transforming to a new set of variables, the principal components, which are uncorrelated, and which are ordered so that the first few retain most of the variation present in all of the original variables. Computation of the principal components reduces to the solution of an eigenvalue-eigenvector problem for a positive-semidefinite symmetrie matrix. Thus, the definition and computation of principal components are straightforward but, as will be seen, this apparently simple technique has a wide variety of different applications, as weIl as a number of different deri vations. Any feelings that principal component analysis is a narrow subject should soon be dispelled by the present book; indeed some quite broad topics which are related to principal component analysis receive no more than a brief mention in the final two chapters.
Book Synopsis Generalized Principal Component Analysis by : René Vidal
Download or read book Generalized Principal Component Analysis written by René Vidal and published by Springer. This book was released on 2016-04-11 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data drawn from one or multiple low-dimensional subspaces (or manifolds) and potentially corrupted by noise, gross errors, or outliers. This challenging task requires the development of new algebraic, geometric, statistical, and computational methods for efficient and robust estimation and segmentation of one or multiple subspaces. The book also presents interesting real-world applications of these new methods in image processing, image and video segmentation, face recognition and clustering, and hybrid system identification etc. This book is intended to serve as a textbook for graduate students and beginning researchers in data science, machine learning, computer vision, image and signal processing, and systems theory. It contains ample illustrations, examples, and exercises and is made largely self-contained with three Appendices which survey basic concepts and principles from statistics, optimization, and algebraic-geometry used in this book. René Vidal is a Professor of Biomedical Engineering and Director of the Vision Dynamics and Learning Lab at The Johns Hopkins University. Yi Ma is Executive Dean and Professor at the School of Information Science and Technology at ShanghaiTech University. S. Shankar Sastry is Dean of the College of Engineering, Professor of Electrical Engineering and Computer Science and Professor of Bioengineering at the University of California, Berkeley.
Book Synopsis Cephalopods Present and Past: New Insights and Fresh Perspectives by : Neil H. Landman
Download or read book Cephalopods Present and Past: New Insights and Fresh Perspectives written by Neil H. Landman and published by Springer Science & Business Media. This book was released on 2007-09-17 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together international scientists who focus on present-day and fossil cephalopods, ranging broadly from Paleozoic ammonoids to today's octopods. It covers systematics and evolution; hard- and soft part morphology; and ecology, biogeography, and taphonomy. The book also includes new evidence for the existence of an ink sac in fossil ammonoids and features the first record of an in-depth study of octopus ecology in Alaska.
Book Synopsis Experimental Medicine: New Insights for the Healthcare Professional: 2012 Edition by :
Download or read book Experimental Medicine: New Insights for the Healthcare Professional: 2012 Edition written by and published by ScholarlyEditions. This book was released on 2012-12-10 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental Medicine: New Insights for the Healthcare Professional / 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Experimental Medicine. The editors have built Experimental Medicine: New Insights for the Healthcare Professional / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Experimental Medicine in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Experimental Medicine: New Insights for the Healthcare Professional / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Osteonecrosis: New Insights for the Healthcare Professional: 2013 Edition by :
Download or read book Osteonecrosis: New Insights for the Healthcare Professional: 2013 Edition written by and published by ScholarlyEditions. This book was released on 2013-07-22 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: Osteonecrosis: New Insights for the Healthcare Professional: 2013 Edition is a ScholarlyBrief™ that delivers timely, authoritative, comprehensive, and specialized information about Genetics in a concise format. The editors have built Osteonecrosis: New Insights for the Healthcare Professional: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Genetics in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Osteonecrosis: New Insights for the Healthcare Professional: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Multiple Sclerosis: New Insights for the Healthcare Professional: 2013 Edition by :
Download or read book Multiple Sclerosis: New Insights for the Healthcare Professional: 2013 Edition written by and published by ScholarlyEditions. This book was released on 2013-07-22 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple Sclerosis: New Insights for the Healthcare Professional: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Diagnosis and Screening. The editors have built Multiple Sclerosis: New Insights for the Healthcare Professional: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Diagnosis and Screening in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Multiple Sclerosis: New Insights for the Healthcare Professional: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Cancer: New Insights for the Healthcare Professional: 2011 Edition by :
Download or read book Cancer: New Insights for the Healthcare Professional: 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-01-09 with total page 6344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cancer: New Insights for the Healthcare Professional: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Cancer. The editors have built Cancer: New Insights for the Healthcare Professional: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Cancer in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Cancer: New Insights for the Healthcare Professional: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Sarcoidosis: New Insights for the Healthcare Professional: 2012 Edition by :
Download or read book Sarcoidosis: New Insights for the Healthcare Professional: 2012 Edition written by and published by ScholarlyEditions. This book was released on 2012-12-10 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sarcoidosis: New Insights for the Healthcare Professional / 2012 Edition is a ScholarlyBrief™ that delivers timely, authoritative, comprehensive, and specialized information about Sarcoidosis in a concise format. The editors have built Sarcoidosis: New Insights for the Healthcare Professional / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Sarcoidosis in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Sarcoidosis: New Insights for the Healthcare Professional / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Frontotemporal Dementia: New Insights for the Healthcare Professional: 2012 Edition by :
Download or read book Frontotemporal Dementia: New Insights for the Healthcare Professional: 2012 Edition written by and published by ScholarlyEditions. This book was released on 2012-12-10 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frontotemporal Dementia: New Insights for the Healthcare Professional / 2012 Edition is a ScholarlyBrief™ that delivers timely, authoritative, comprehensive, and specialized information about Frontotemporal Dementia in a concise format. The editors have built Frontotemporal Dementia: New Insights for the Healthcare Professional / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Frontotemporal Dementia in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Frontotemporal Dementia: New Insights for the Healthcare Professional / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Community Series in New Insights in Sepsis Pathogenesis and Renal Dysfunction: Immune Mechanisms and Novel Management Strategies, volume II by : Alessandra Stasi
Download or read book Community Series in New Insights in Sepsis Pathogenesis and Renal Dysfunction: Immune Mechanisms and Novel Management Strategies, volume II written by Alessandra Stasi and published by Frontiers Media SA. This book was released on 2023-11-17 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic is the second volume of the “New Insights in Sepsis Pathogenesis and Renal Dysfunction: Immune Mechanisms and Novel Management Strategies” Community Series. Please see the first volume here. Sepsis is a systemic inflammatory response to an active infectious process in the host; the symptoms are mainly produced by host defense systems rather than by the invading pathogens, involving pro-inflammatory and anti-inflammatory processes. The association of Acute Kidney Injury (AKI) and sepsis ranges from 45% to 70% of cases, with a significantly increased risk of death, progression toward chronic kidney disease and increased health resource utilization. Despite relevant therapeutic advances, sepsis-related AKI remains associated with an unacceptably high morbidity/mortality risk, increased health resource utilization, as well as - in survivors - with increased risk of transition to chronic kidney disease. Currently there are no approved treatments for sepsis-related AKI. The main objective of this research topic is to shed new light on sepsis pathogenesis and provide new potential therapeutic strategies to prevent the progression to AKI.
Book Synopsis New Insights into Cardiovascular Mechanobiology: Molecular Basis and Clinical Perspectives by : Jing Zhou
Download or read book New Insights into Cardiovascular Mechanobiology: Molecular Basis and Clinical Perspectives written by Jing Zhou and published by Frontiers Media SA. This book was released on 2021-11-29 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis New Insights on Neuron and Astrocyte Function from Cutting-Edge Optical Techniques by : Srdjan D. Antic
Download or read book New Insights on Neuron and Astrocyte Function from Cutting-Edge Optical Techniques written by Srdjan D. Antic and published by Frontiers Media SA. This book was released on 2020-01-06 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis New insights of immune cells in cardiovascular and metabolic disorders by : Yingmei Feng
Download or read book New insights of immune cells in cardiovascular and metabolic disorders written by Yingmei Feng and published by Frontiers Media SA. This book was released on 2023-10-26 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Esophageal Cancer: New Insights for the Healthcare Professional: 2011 Edition by :
Download or read book Esophageal Cancer: New Insights for the Healthcare Professional: 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-02-14 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Esophageal Cancer: New Insights for the Healthcare Professional: 2011 Edition is a ScholarlyBrief™ that delivers timely, authoritative, comprehensive, and specialized information about Esophageal Cancer in a concise format. The editors have built Esophageal Cancer: New Insights for the Healthcare Professional: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Esophageal Cancer in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Esophageal Cancer: New Insights for the Healthcare Professional: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
