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Mathematical Methodologies in Pattern Recognition and Machine Learning

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

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Pedro Latorre Carmona

    1. , Dpt. Lenguajes y Sistemas Informáticos, Jaume I University, Castellón de la Plana, Spain

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  2. J. Salvador Sánchez

    1. , Dpt. Lenguajes y Sistemas Informáticos, Jaume I University, Castellón de la Plana, Spain

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  3. Ana L.N. Fred

    1. Technical University of Lisbon, Lisbon, Portugal

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  • Features applications of pattern recognition techniques to real-world problems with a focus on mathematical methodologies
  • Interdisciplinary research from leaders in the field
  • Contributions focus on current experimental and theoretical discoveries yielding new insights ?

Part of the book series: Springer Proceedings in Mathematics & Statistics (PROMS, volume 30)

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Table of contents (12 papers)

  1. Front Matter

    Pages i-viii
    Download chapter PDF

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

    • Martin Emms, Hector-Hugo Franco-Penya
    Pages 1-18

  3. Automatic Annotation of a Dynamic Corpus by Label Propagation

    • Thomas Lansdall-Welfare, Ilias Flaounas, Nello Cristianini
    Pages 19-32

  4. Computing Voronoi Adjacencies in High Dimensional Spaces by Using Linear Programming

    • Juan Mendez, Javier Lorenzo
    Pages 33-49

  5. Phase-Locked Matrix Factorization with Estimation of the Common Oscillation

    • Miguel Almeida, Ricardo Vigário, José Bioucas-Dias
    Pages 51-66

  6. Stochastic Subgradient Estimation Training for Support Vector Machines

    • Sangkyun Lee, Stephen J. Wright
    Pages 67-82

  7. Single-Frame Signal Recovery Using a Similarity-Prior

    • Sakinah A. Pitchay, Ata Kabán
    Pages 83-98

  8. A Discretized Newton Flow for Time-Varying Linear Inverse Problems

    • Martin Kleinsteuber, Simon Hawe
    Pages 99-110

  9. Exploiting Structural Consistencies with Stacked Conditional Random Fields

    • Peter Kluegl, Martin Toepfer, Florian Lemmerich, Andreas Hotho, Frank Puppe
    Pages 111-125

  10. Detecting Mean-Reverted Patterns in Algorithmic Pairs Trading

    • K. Triantafyllopoulos, S. Han
    Pages 127-147

  11. Segmenting Carotid in CT Using Geometric Potential Field Deformable Model

    • Si Yong Yeo, Xianghua Xie, Igor Sazonov, Perumal Nithiarasu
    Pages 149-162

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

    • Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento
    Pages 163-178

  13. Facial Expression Recognition Using Diffeomorphic Image Registration Framework

    • Bartlomiej W. Papiez, Bogdan J. Matuszewski, Lik-Kwan Shark, Wei Quan
    Pages 179-194
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Keywords

About this book

This volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from February 6th-8th, 2012. The conference provided a major point of collaboration between researchers, engineers and practitioners in the areas of Pattern Recognition, both from theoretical and applied perspectives, with a focus on mathematical methodologies. Contributions describe applications of pattern recognition techniques to real-world problems, interdisciplinary research, and experimental and theoretical studies which yield new insights that provide key advances in the field. 

 

This book will be suitable for scientists and researchers in optimization, numerical methods, computer science, statistics and for differential geometers and mathematical physicists.

Editors and Affiliations

  • , Dpt. Lenguajes y Sistemas Informáticos, Jaume I University, Castellón de la Plana, Spain

    Pedro Latorre Carmona, J. Salvador Sánchez

  • Technical University of Lisbon, Lisbon, Portugal

    Ana L.N. Fred

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