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020 _a9783642391408
_9978-3-642-39140-8
024 7 _a10.1007/978-3-642-39140-8
_2doi
035 _ato000485087
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.4
_223
100 1 _aHancock, Edwin.
_eeditor.
_9416325
245 1 0 _aSimilarity-Based Pattern Recognition
_h[electronic resource] :
_bSecond International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings /
_cedited by Edwin Hancock, Marcello Pelillo.
260 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aX, 297 p. 90 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7953
505 0 _aPattern Learning and Recognition on Statistical Manifolds: An Information-Geometric Review -- Dimension Reduction Methods for Image Pattern Recognition -- Efficient Regression in Metric Spaces via Approximate Lipschitz Extension -- Data Analysis of (Non-)Metric Proximities at Linear Costs -- On the Informativeness of Asymmetric Dissimilarities -- Information-Theoretic Dissimilarities for Graphs -- Information Theoretic Pairwise Clustering -- Correlation Clustering with Stochastic Labellings -- Break and Conquer: Efficient Correlation Clustering for Image Segmentation -- Multi-task Averaging via Task Clustering -- Modeling and Detecting Community Hierarchies -- Graph Characterization Using Gaussian Wave Packet Signature -- Analysis of the Schrödinger Operator in the Context of Graph Characterization -- Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence -- Entropy and Heterogeneity Measures for Directed Graphs -- Fast Learning of Gamma Mixture Models with k-MLE -- Exploiting Geometry in Counting Grids -- On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems -- A Repeated Local Search Algorithm for BiClustering of Gene Expression Data.
520 _aThis book constitutes the proceedings of the Second International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2013, which was held in York, UK, in July 2013. The 18 papers presented were carefully reviewed and selected from 33 submissions. They cover a wide range of problems and perspectives, from supervised to unsupervised learning, from generative to discriminative models, from theoretical issues to real-world practical applications, and offer a timely picture of the state of the art in the field.
650 0 _aComputer Science.
_9155490
650 0 _aComputer software.
_9303280
650 0 _aDatabase management.
_9566224
650 0 _aArtificial intelligence.
_9274099
650 0 _aComputer vision.
_9274100
650 0 _aOptical pattern recognition.
_9304126
650 1 4 _aComputer Science.
_9155490
650 2 4 _aPattern Recognition.
_9304129
650 2 4 _aImage Processing and Computer Vision.
_9303601
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aDatabase Management.
_9566226
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_9303732
650 2 4 _aInformation Systems Applications (incl. Internet).
_9299051
700 1 _aPelillo, Marcello.
_eeditor.
_9413503
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aLecture Notes in Computer Science,
_9279505
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-39140-8
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c357801