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020 _a9783642391408
_99783642391408
024 7 _a10.1007/9783642391408
_2doi
035 _avtls000361681
039 9 _a201509030624
_bVLOAD
_c201405070318
_dVLOAD
_y201402210953
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040 _aMX-SnUAN
_bspa
_cMX-SnUAN
_erda
050 4 _aQ337.5
100 1 _aHancock, Edwin.
_eeditor.
_9346212
245 1 0 _aSimilarity-Based Pattern Recognition :
_bSecond International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings /
_cedited by Edwin Hancock, Marcello Pelillo.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _ax, 297 páginas 90 ilustraciones
_brecurso en línea.
336 _atexto
_btxt
_2rdacontent
337 _acomputadora
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
_2rda
490 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7953
500 _aSpringer eBooks
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.
590 _aPara consulta fuera de la UANL se requiere clave de acceso remoto.
700 1 _aPelillo, Marcello.
_eeditor.
_9315073
710 2 _aSpringerLink (Servicio en línea)
_9299170
776 0 8 _iEdición impresa:
_z9783642391392
856 4 0 _uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/978-3-642-39140-8
_zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942 _c14
999 _c308670
_d308670