Mathematical Methodologies in Pattern Recognition and Machine Learning

Contributions from the International Conference on Pattern Recognition Applications and Methods, 2012

ISBN: 978-1-4614-5075-7 (Print) 978-1-4614-5076-4 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages i-viii

  2. No Access

    Book Chapter

    Pages 1-18

    On the Expressivity of Alignment-Based Distance and Similarity Measures on Sequences and Trees in Inducing Orderings

  3. No Access

    Book Chapter

    Pages 19-32

    Automatic Annotation of a Dynamic Corpus by Label Propagation

  4. No Access

    Book Chapter

    Pages 33-49

    Computing Voronoi Adjacencies in High Dimensional Spaces by Using Linear Programming

  5. No Access

    Book Chapter

    Pages 51-66

    Phase-Locked Matrix Factorization with Estimation of the Common Oscillation

  6. No Access

    Book Chapter

    Pages 67-82

    Stochastic Subgradient Estimation Training for Support Vector Machines

  7. No Access

    Book Chapter

    Pages 83-98

    Single-Frame Signal Recovery Using a Similarity-Prior

  8. No Access

    Book Chapter

    Pages 99-110

    A Discretized Newton Flow for Time-Varying Linear Inverse Problems

  9. No Access

    Book Chapter

    Pages 111-125

    Exploiting Structural Consistencies with Stacked Conditional Random Fields

  10. No Access

    Book Chapter

    Pages 127-147

    Detecting Mean-Reverted Patterns in Algorithmic Pairs Trading

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    Book Chapter

    Pages 149-162

    Segmenting Carotid in CT Using Geometric Potential Field Deformable Model

  12. No Access

    Book Chapter

    Pages 163-178

    A Robust Deformable Model for 3D Segmentation of the Left Ventricle from Ultrasound Data

  13. No Access

    Book Chapter

    Pages 179-194

    Facial Expression Recognition Using Diffeomorphic Image Registration Framework