rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Similarity-Based Pattern Recognition
    sub title: Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings
  name:
    name part: Hancock, Edwin.
    role:
      role term: editor.
  name:
    name part: Pelillo, Marcello.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2013
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: X, 297 p. 90 illus. online resource.
  abstract: This 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.
  table of contents: Pattern 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.
  note: edited by Edwin Hancock, Marcello Pelillo.
  subject:
    topic: Computer science
  subject:
    topic: Algorithms
  subject:
    topic: Database management
  subject:
    topic: Artificial intelligence
  subject:
    topic: Image processing
  subject:
    topic: Pattern recognition
  subject:
    topic: Computer Science
  subject:
    topic: Pattern Recognition
  subject:
    topic: Image Processing and Computer Vision
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Database Management
  subject:
    topic: Algorithm Analysis and Problem Complexity
  subject:
    topic: Information Systems Applications (incl. Internet)
  classification: Q337.5
  classification: TK7882.P3
  classification: 006.4
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Computer Science, 7953
  identifier: 9783642391408
  identifier: http://dx.doi.org/10.1007/978-3-642-39140-8
  record info:
    record creation date: 130702
    record change date: 20151030201034.0
    record identifier: 978-3-642-39140-8