Similarity-Based Pattern Analysis and Recognition
Author:   Marcello Pelillo
Publisher:   Springer London Ltd
Edition:   2013 ed.
ISBN:  

9781447156277


Pages:   291
Publication Date:   12 December 2013
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Similarity-Based Pattern Analysis and Recognition


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Author:   Marcello Pelillo
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2013 ed.
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   6.414kg
ISBN:  

9781447156277


ISBN 10:   1447156277
Pages:   291
Publication Date:   12 December 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Part I: Foundational Issues.- Non-Euclidean Dissimilarities.- SIMBAD.- Part II: Deriving Similarities for Non-vectorial Data.- On the Combination of Information Theoretic Kernels with Generative Embeddings.- Learning Similarities from Examples under the Evidence Accumulation Clustering Paradigm.- Part III: Embedding and Beyond.- Geometricity and Embedding.- Structure Preserving Embedding of Dissimilarity Data.- A Game-Theoretic Approach to Pairwise Clustering and Matching.- Part IV: Applications.- Automated Analysis of Tissue Micro-Array Images on the Example of Renal Cell Carcinoma.- Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness.

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