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Error Estimation And Separability Measures In Feature Selection For Multiclass Pattern Recognition Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Error Estimation And Separability Measures In Feature Selection For Multiclass Pattern Recognition book. This book definitely worth reading, it is an incredibly well-written.
Author : Stephen Jay Whitsitt
Publisher : Unknown
Page : 200 pages
File Size : 49,6 Mb
Release : 1977
Category : Automatic data collection systems
ISBN : MINN:31951D03113547T
Author : Anonim
Publisher : Unknown
Page : 1018 pages
File Size : 54,9 Mb
Release : 1978
Category : Aeronautics
ISBN : UVA:X004872604
Author : Paul Mather,Brandt Tso
Publisher : CRC Press
Page : 378 pages
File Size : 45,8 Mb
Release : 2016-04-19
Category : Technology & Engineering
ISBN : 9781420090741
Since the publishing of the first edition of Classification Methods for Remotely Sensed Data in 2001, the field of pattern recognition has expanded in many new directions that make use of new technologies to capture data and more powerful computers to mine and process it. What seemed visionary but a decade ago is now being put to use and refined in
Author : Anonim
Publisher : Unknown
Page : 360 pages
File Size : 42,9 Mb
Release : 1988
Category : Artificial intelligence
ISBN : UCSC:32106008340645
Author : Huan Liu,Hiroshi Motoda
Publisher : CRC Press
Page : 437 pages
File Size : 52,9 Mb
Release : 2007-10-29
Category : Business & Economics
ISBN : 9781584888796
Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational statistics, pattern recognition, machine learning, data mining, and knowledge discovery. Highlighting current research issues, Computational Methods of Feature Selection introduces the
Author : Anonim
Publisher : Unknown
Page : 688 pages
File Size : 49,6 Mb
Release : 1988
Category : Artificial intelligence
ISBN : UCSC:32106008340611
Author : Anonim
Publisher : Unknown
Page : 560 pages
File Size : 48,7 Mb
Release : 1978
Category : Astronautics in earth sciences
ISBN : MINN:31951001231517V
Author : International Statistical Institute
Publisher : Unknown
Page : 578 pages
File Size : 43,5 Mb
Release : 1977
Category : Economics
ISBN : SRLF:A0003582806
Includes the Compte rendu of the institute's sessions; no sessions held 1914-1922.
Author : International Statistical Institute
Publisher : Unknown
Page : 582 pages
File Size : 50,8 Mb
Release : 1977
Category : Statistics
ISBN : UOM:39015004164359
Author : Niels da Vitoria Lobo,Takis Kasparis,Michael Georgiopoulos,Fabio Roli,James Kwok,Georgios C. Anagnostopoulos,Marco Loog
Publisher : Springer
Page : 1011 pages
File Size : 44,5 Mb
Release : 2008-12-02
Category : Computers
ISBN : 9783540896890
This volume in the Springer Lecture Notes in Computer Science (LNCS) series contains 98 papers presented at the S+SSPR 2008 workshops. S+SSPR 2008 was the sixth time that the SPR and SSPR workshops organized by Technical Committees, TC1 and TC2, of the International Association for Pattern Rec- nition (IAPR) wereheld as joint workshops. S+SSPR 2008was held in Orlando, Florida, the family entertainment capital of the world, on the beautiful campus of the University of Central Florida, one of the up and coming metropolitan universities in the USA. S+SSPR 2008 was held during December 4–6, 2008 only a few days before the 19th International Conference on Pattern Recog- tion(ICPR2008),whichwasheldin Tampa,onlytwo hoursawayfromOrlando, thus giving the opportunity of both conferences to attendees to enjoy the many attractions o?ered by two neighboring cities in the state of Florida. SPR 2008 and SSPR 2008 received a total of 175 paper submissions from many di?erent countries around the world, thus giving the workshop an int- national clout, as was the case for past workshops. This volume contains 98 accepted papers: 56 for oral presentations and 42 for poster presentations. In addition to parallel oral sessions for SPR and SSPR, there was also one joint oral session with papers of interest to both the SPR and SSPR communities. A recent trend that has emerged in the pattern recognition and machine lea- ing research communities is the study of graph-based methods that integrate statistical andstructural approaches.
Author : Ulisses M. Braga Neto,Edward R. Dougherty
Publisher : John Wiley & Sons
Page : 336 pages
File Size : 41,8 Mb
Release : 2015-06-22
Category : Technology & Engineering
ISBN : 9781119079378
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).
Author : Andrew R. Webb,Andrew Webb
Publisher : Newnes
Page : 476 pages
File Size : 44,6 Mb
Release : 1999
Category : Computers
ISBN : 0340741643
"This book provides an introduction to statistical pattern recognition theory and techniques. Most of the material presented in this book is concerned with discrimination and classification and has been drawn from a wide range of literature including that of engineering, statistics, computer science and the social sciences. This book is an attempt to provide a concise volume containing descriptions of many of the most useful of today's pattern processing techniques including many of the recent advances in nonparametric approaches to discrimination developed in the statistics literature and elsewhere. The techniques are illustrated with examples of real-world applications studies. Pointers are also provided to the diverse literature base where further details on applications, comparative studies and theoretical developments may be obtained"--Page [xv].
Author : Anonim
Publisher : Unknown
Page : 888 pages
File Size : 47,9 Mb
Release : 1984
Category : Dissertations, Academic
ISBN : STANFORD:36105118942205
Author : Anonim
Publisher : Unknown
Page : 936 pages
File Size : 42,6 Mb
Release : 1968
Category : Computer engineering
ISBN : UOM:39015047339786
Author : Hatem N. Nasr
Publisher : Unknown
Page : 256 pages
File Size : 55,6 Mb
Release : 1991
Category : Computers
ISBN : UOM:39015025253041
