Similarity-Based Pattern Recognition

Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015. Proceedings

AvAasa Feragen,Marcello Pelillo

Häftad, Engelska, 2015

Del 9370 i serien Lecture Notes in Computer Science

557 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book constitutes the proceedings of the Third International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2015, which was held in Copenahgen, Denmark, in October 2015. The 15 full and 8 short papers presented were carefully reviewed and selected from 30 submissions.The workshop focus on problems, techniques, applications, and perspectives: from supervisedto unsupervised learning, from generative to discriminative models, and fromtheoretical issues to empirical validations.

Produktinformation

Utgivningsdatum:2015-10-16
Mått:155 x 235 x 14 mm
Vikt:371 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:229
Förlag:Springer International Publishing AG
ISBN:9783319242606

Utforska kategorier

Innehållsförteckning

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.

Du kanske också är intresserad av

Structural, Syntactic, and Statistical Pattern Recognition

Marcello Pelillo, Francisco Escolano, Marco Loog, Gavin Brown, Pasi Franti

E-bok

2014

739 kr

Similarity-Based Pattern Recognition

Marco Loog, Marcello Pelillo, Aasa Feragen

E-bok

2015

657 kr

Structural, Syntactic, and Statistical Pattern Recognition

Pasi Fränti, Gavin Brown, Marco Loog, Francisco Escolano, Marcello Pelillo

Häftad, 2014

579 kr

Advanced Intelligent Computing Theories and Applications - With Aspects of Theoretical and Methodological Issues

Marco Loog, Laurent Heutte, De-Shuang Huang

E-bok

2007

2 105 kr

Pattern Recognition in Bioinformatics

Dick de Ridder, Marcel J.T. Reinders, Lodewyk Wessels, Marco Loog

E-bok

2011

718 kr

Advanced Intelligent Computing Theories and Applications

De-Shuang Huang, Laurent Heutte, Marco Loog

2 707 kr

Structural, Syntactic, and Statistical Pattern Recognition

Niels da Vitoria Lobo, Takis Kasparis, Michael Georgiopoulos, Fabio Roli, James Kwok, Georgios C. Anagnostopoulos, Marco Loog

Häftad, 2008

1 152 kr

Structural, Syntactic, and Statistical Pattern Recognition

Richard Wilson, Francisco Escolano, Battista Biggio, Marco Loog, Antonio Robles-Kelly

E-bok

2016

739 kr

Deep Learning and Data Labeling for Medical Applications

Julien Cornebise, Jaime S. Cardoso, Zhi Lu, Marco Loog, Jacinto C. Nascimento, Joao Paulo Papa, Vasileios Belagiannis, Joao Manuel R. S. Tavares, Andrew Bradley, Loic Peter, Diana Mateus, Gustavo Carneiro

E-bok

2016

710 kr

Structural, Syntactic, and Statistical Pattern Recognition

Marco Loog, Georgios C. Anagnostopoulos, James Kwok, Fabio Roli, Michael Georgiopoulos, Takis Kasparis, Niels da Vitoria Lobo

E-bok

2008

1 427 kr