Similarity-Based Pattern Recognition: Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013, Proceedings: Lecture Notes in Computer Science, cartea 7953
Editat de Edwin Hancock, Marcello Pelilloen Limba Engleză Paperback – 19 iul 2013
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Specificații
ISBN-13: 9783642391392
ISBN-10: 3642391397
Pagini: 308
Ilustrații: X, 297 p. 90 illus.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.44 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Image Processing, Computer Vision, Pattern Recognition, and Graphics
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642391397
Pagini: 308
Ilustrații: X, 297 p. 90 illus.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.44 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Image Processing, Computer Vision, Pattern Recognition, and Graphics
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
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.
Caracteristici
Conference proceedings of the International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2013