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024	7		_a10.1007/978-3-319-24261-3 _2doi
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245	1	0	_aSimilarity-Based Pattern Recognition : _bThird International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015. Proceedings / _cedited by Aasa Feragen, Marcello Pelillo, Marco Loog.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015.
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	0		_aImage Processing, Computer Vision, Pattern Recognition, and Graphics ; _v9370
505	0		_aA 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			_aThis 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	_aOptical pattern recognition.
650		0	_aComputer vision.
650		0	_aArtificial intelligence.
650		0	_aDatabase management.
650		0	_aComputer software.
650	1	4	_aPattern Recognition. _0http://scigraph.springernature.com/things/product-market-codes/I2203X
650	2	4	_aImage Processing and Computer Vision. _0http://scigraph.springernature.com/things/product-market-codes/I22021
650	2	4	_aArtificial Intelligence. _0http://scigraph.springernature.com/things/product-market-codes/I21000
650	2	4	_aDatabase Management. _0http://scigraph.springernature.com/things/product-market-codes/I18024
650	2	4	_aAlgorithm Analysis and Problem Complexity. _0http://scigraph.springernature.com/things/product-market-codes/I16021
650	2	4	_aInformation Systems Applications (incl. Internet). _0http://scigraph.springernature.com/things/product-market-codes/I18040
700	1		_aFeragen, Aasa. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPelillo, Marcello. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aLoog, Marco. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
856	4	0	_uhttps://doi.org/10.1007/978-3-319-24261-3 _3Springer eBooks _zOnline access link to the resource
912			_aZDB-2-SCS
912			_aZDB-2-LNC
999			_c200433639 _d51851
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