An edition of Similarity-Based Pattern Recognition
(2013)
Similarity-Based Pattern Recognition
Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings
by Edwin Hancock
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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
2013
Publisher
Springer Berlin Heidelberg,
Imprint: Springer
Language
English
Pages
297
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Subjects
Pattern perception, Image Processing and Computer Vision, Database management, Optical pattern recognition, Algorithm Analysis and Problem Complexity, Computer vision, Information Systems Applications (incl. Internet), Artificial Intelligence (incl. Robotics), Computer software, Artificial intelligence, Computer science| Edition | Availability |
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Similarity-Based Pattern Recognition: Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013, Proceedings
Jul 04, 2013, Springer
paperback
3642391419 9783642391415
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Similarity-Based Pattern Recognition: Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings
2013, Springer Berlin Heidelberg, Imprint: Springer
electronic resource :
in English
3642391400 9783642391408
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aaaa
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3
Similarity-Based Pattern Recognition: Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013, Proceedings
2013, Springer Berlin / Heidelberg
in English
3642391397 9783642391392
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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.
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