國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Similarity-based pattern recognition...

(1998 :)

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

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Similarity-based pattern recognitionedited by Aasa Feragen, Marcello Pelillo, Marco Loog.
其他題名:	third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /
其他題名:	SIMBAD 2015
其他作者:	Feragen, Aasa.
團體作者:
出版者:	Cham :Springer International Publishing :2015.
面頁冊數:	viii, 229 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Pattern recognition systemsCongresses.
電子資源:	http://dx.doi.org/10.1007/978-3-319-24261-3
ISBN:	9783319242613$q(electronic bk.)

Similarity-based pattern recognitionthird 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 ;4891..

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$q(electronic bk.)

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

387176
Pattern recognition systems
--Congresses.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Similarity-based pattern recognitionthird International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015 : proceedings /
LDR:03142nmm a2200337 a 4500 001 476624
003 DE-He213
005 20160421163753.0
006 m d
007 cr nn 008maaau
008 160526s2015 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
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
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 $v Congresses. $3 387176
650 0 $a Computer science. $3 199325
650 0 $a Algorithms. $3 184661
650 0 $a Database management. $3 182428
650 0 $a Artificial intelligence. $3 194058
650 0 $a Image processing. $3 182627
650 0 $a Pattern perception. $3 182522
650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Image Processing and Computer Vision. $3 274051
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 273702
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
700 1 $a Feragen, Aasa. $3 731301
700 1 $a Pelillo, Marcello. $3 466414
700 1 $a Loog, Marco. $3 535772
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-24261-3
950 $a Computer Science (Springer-11645)