Similarity-based pattern recognition : Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 Proceedings /: Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 Proceedings. (2015)

• Record Type: Book
• Further Information: Note: Aasa Feragen, Marcello Pelillo, Marco Loog (Eds.).
• Editors: Feragen, Aasa; Pelillo, Marcello; Loog, Marco
• Other Names: SIMBAD (Workshop), 3rd
• Contents: A Novel Data Representation based on a Second-Order Dissimilarity Measure.- Characterizing Multiple Instance Datasets.- Supervised learning of diffiusion distance to improve histogram matching.- Similarity Analysis from Limiting Quantum Walks.- Introducing Negative Evidence in Ensemble Clustering.- Dissimilarity representations for low-resolution face recognition.- Deep metric learning using Triplet network.- Cluster Merging Based on Dominant Sets.- An Adaptive Radial Basis Function Kernel for Support Vector Data Description.- Robust initialization for learning Latent Dirichlet Allocation.- Unsupervised Motion Segmentation Using Metric Embedding of Features.- Transitive Assignment Kernels for Structural Classification.- Large scale Indefinite Kernel Fisher Discriminant.- Similarity-based User Identification across Social Networks.- Dominant-Set Clustering Using Multiple Affinity Matrices.- Distance-Based Network Recovery under Feature Correlation.- Discovery of salient low-dimensional dynamical structure using Hopfield Networks.- On Geodesic Exponential Kernels.- A Matrix Factorization Approach to Graph Compression.- A Geometrical Approach to Find Corresponding Patches in 3D Medical Surfaces.- Similarities, SDEs, and Most Probable Paths.- Can the optimum similarity matrix be selected before clustering for graph-based approaches?.- Approximate spectral clustering with utilized similarity information fusing geodesic based hybrid distance measures.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (229 pages)
• Subjects: 006.4; Computer science; Pattern perception -- Data processing -- Congresses; Pattern recognition systems -- Congresses; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- General; Computers -- Programming -- Algorithms; Computers -- Information Technology; Image processing; Artificial intelligence; Databases; Algorithms & data structures; Information retrieval; Optical pattern recognition; Computer vision; Artificial intelligence; Database management; Computer software; Computers -- Computer Vision & Pattern Recognition; Pattern recognition
• Languages: English
• ISBNs: 9783319242613
• Related ISBNs: 9783319242606
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• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.