東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Similarity-based pattern recognition...

Feragen, Aasa.

Linked to FindBook

Google Book

Amazon

博客來

Similarity-based pattern recognition = third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Similarity-based pattern recognition/ edited by Aasa Feragen, Marcello Pelillo, Marco Loog.
Reminder of title:	third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /
remainder title:	SIMBAD 2015
other author:	Feragen, Aasa.
Published:	Cham :Springer International Publishing : : 2015.,
Description:	viii, 229 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Pattern recognition systems -
Online resource:	http://dx.doi.org/10.1007/978-3-319-24261-3
ISBN:	9783319242613

Similarity-based pattern recognition = third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /
Similarity-based pattern recognitionthird International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /[electronic resource] :SIMBAD 2015edited by Aasa Feragen, Marcello Pelillo, Marco Loog. - Cham :Springer International Publishing :2015. - viii, 229 p. :ill., digital ;24 cm. - Lecture notes in computer science,93700302-9743 ;. - Lecture notes in computer science ;5353..

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.

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 supervised to unsupervised learning, from generative to discriminative models, and from theoretical issues to empirical validations.

ISBN: 9783319242613

Standard No.: 10.1007/978-3-319-24261-3doiSubjects--Topical Terms:

714332
Pattern recognition systems

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Similarity-based pattern recognition = third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /
LDR:03142nmm a2200337 a 4500 001 2013202
003 DE-He213
005 20160421163753.0
006 m d
007 cr nn 008maaau
008 160518s2015 gw s 0 eng d
020 $a 9783319242613 $q (electronic bk.)
020 $a 9783319242606 $q (paper)
024 7 $a 10.1007/978-3-319-24261-3 $2 doi
035 $a 978-3-319-24261-3
040 $a GP $c GP
041 0 $a eng
050 4 $a Q337.5
072 7 $a UYQP $2 bicssc
072 7 $a COM016000 $2 bisacsh
082 0 4 $a 006.4 $2 23
090 $a Q337.5 $b .S588 2015
245 1 0 $a Similarity-based pattern recognition $h [electronic resource] : $b third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings / $c edited by Aasa Feragen, Marcello Pelillo, Marco Loog.
246 3 $a SIMBAD 2015
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a viii, 229 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 9370
505 0 $a 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.
520 $a 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 supervised to unsupervised learning, from generative to discriminative models, and from theoretical issues to empirical validations.
650 0 $a Pattern recognition systems $3 714332
650 0 $a Computer science. $3 523869
650 0 $a Algorithms. $3 536374
650 0 $a Database management. $3 527442
650 0 $a Artificial intelligence. $3 516317
650 0 $a Image processing. $3 621117
650 0 $a Pattern perception. $3 649387
650 2 4 $a Pattern Recognition. $3 891045
650 2 4 $a Image Processing and Computer Vision. $3 891070
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 891007
650 2 4 $a Information Systems Applications (incl. Internet) $3 1565452
700 1 $a Feragen, Aasa. $3 2162532
700 1 $a Pelillo, Marcello. $3 700282
700 1 $a Loog, Marco. $3 2162533
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 5353. $x 0302-9743 $3 1274248
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-24261-3
950 $a Computer Science (Springer-11645)