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Author :
Release : 2011-10-01
Genre :
Kind : eBook
Book Rating : 728/5 ( reviews)
Book Synopsis Similarity-Based Pattern Recognition by :
Download or read book Similarity-Based Pattern Recognition written by . This book was released on 2011-10-01. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Marcello Pelillo
Release : 2013-11-26
Genre : Computers
Kind : eBook
Book Rating : 285/5 ( reviews)
Book Synopsis Similarity-Based Pattern Analysis and Recognition by : Marcello Pelillo
Download or read book Similarity-Based Pattern Analysis and Recognition written by Marcello Pelillo. This book was released on 2013-11-26. Available in PDF, EPUB and Kindle. Book excerpt: This accessible text/reference presents a coherent overview of the emerging field of non-Euclidean similarity learning. The book presents a broad range of perspectives on similarity-based pattern analysis and recognition methods, from purely theoretical challenges to practical, real-world applications. The coverage includes both supervised and unsupervised learning paradigms, as well as generative and discriminative models. Topics and features: explores the origination and causes of non-Euclidean (dis)similarity measures, and how they influence the performance of traditional classification algorithms; reviews similarity measures for non-vectorial data, considering both a “kernel tailoring” approach and a strategy for learning similarities directly from training data; describes various methods for “structure-preserving” embeddings of structured data; formulates classical pattern recognition problems from a purely game-theoretic perspective; examines two large-scale biomedical imaging applications.
Author : Edwin Hancock
Release : 2013-06-28
Genre : Computers
Kind : eBook
Book Rating : 400/5 ( reviews)
Book Synopsis Similarity-Based Pattern Recognition by : Edwin Hancock
Download or read book Similarity-Based Pattern Recognition written by Edwin Hancock. This book was released on 2013-06-28. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Second International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2013, which was held in York, UK, in July 2013. The 18 papers presented were carefully reviewed and selected from 33 submissions. They cover a wide range of problems and perspectives, from supervised to unsupervised learning, from generative to discriminative models, from theoretical issues to real-world practical applications, and offer a timely picture of the state of the art in the field.
Author : Aasa Feragen
Release : 2015-10-04
Genre : Computers
Kind : eBook
Book Rating : 61X/5 ( reviews)
Book Synopsis Similarity-Based Pattern Recognition by : Aasa Feragen
Download or read book Similarity-Based Pattern Recognition written by Aasa Feragen. This book was released on 2015-10-04. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2015, which was held in Copenahgen, Denmark, in October 2015. The 15 full and 8 short papers presented were carefully reviewed and selected from 30 submissions.The workshop focus on problems, techniques, applications, and perspectives: from supervisedto unsupervised learning, from generative to discriminative models, and fromtheoretical issues to empirical validations.
Author : Marcello Pelillo
Release : 2011-09-25
Genre : Computers
Kind : eBook
Book Rating : 718/5 ( reviews)
Book Synopsis Similarity-Based Pattern Recognition by : Marcello Pelillo
Download or read book Similarity-Based Pattern Recognition written by Marcello Pelillo. This book was released on 2011-09-25. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Workshop on Similarity Based Pattern Recognition, SIMBAD 2011, held in Venice, Italy, in September 2011. The 16 full papers and 7 poster papers presented were carefully reviewed and selected from 35 submissions. The contributions are organized in topical sections on dissimilarity characterization and analysis; generative models of similarity data; graph-based and relational models; clustering and dissimilarity data; applications; spectral methods and embedding.
