Similarity-Based Pattern Recognition

Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings

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December 25, 2021 | History

Similarity-Based Pattern Recognition

Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings

  • 0 Ratings
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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.

Publish Date
Language
English
Pages
297

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Previews available in: English

Edition Availability
Cover of: Similarity-Based Pattern Recognition
Cover of: Similarity-Based Pattern Recognition
Cover of: Similarity-Based Pattern Recognition

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Book Details


Table of Contents

Pattern Learning and Recognition on Statistical Manifolds: An Information-Geometric Review
Dimension Reduction Methods for Image Pattern Recognition
Efficient Regression in Metric Spaces via Approximate Lipschitz Extension
Data Analysis of (Non-)Metric Proximities at Linear Costs
On the Informativeness of Asymmetric Dissimilarities
Information-Theoretic Dissimilarities for Graphs
Information Theoretic Pairwise Clustering
Correlation Clustering with Stochastic Labellings
Break and Conquer: Efficient Correlation Clustering for Image Segmentation
Multi-task Averaging via Task Clustering
Modeling and Detecting Community Hierarchies
Graph Characterization Using Gaussian Wave Packet Signature
Analysis of the Schrödinger Operator in the Context of Graph Characterization
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence
Entropy and Heterogeneity Measures for Directed Graphs
Fast Learning of Gamma Mixture Models with k-MLE
Exploiting Geometry in Counting Grids
On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems
A Repeated Local Search Algorithm for BiClustering of Gene Expression Data.

Edition Notes

Series
Lecture Notes in Computer Science -- 7953

Classifications

Dewey Decimal Class
006.4
Library of Congress
Q337.5, TK7882.P3, QA75.5-76.95

The Physical Object

Format
[electronic resource] :
Pagination
X, 297 p. 90 illus.
Number of pages
297

ID Numbers

Open Library
OL27087630M
Internet Archive
similaritybasedp00niel
ISBN 13
9783642391408

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
December 25, 2021 Edited by ImportBot import existing book
August 24, 2020 Edited by ImportBot import existing book
July 7, 2019 Created by MARC Bot Imported from Internet Archive item record