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Learning in Graphical Models
  • Language: en
  • Pages: 658

Learning in Graphical Models

In the past decade, a number of different research communities within the computational sciences have studied learning in networks, starting from a number of different points of view. There has been substantial progress in these different communities and surprising convergence has developed between the formalisms. The awareness of this convergence and the growing interest of researchers in understanding the essential unity of the subject underlies the current volume. Two research communities which have used graphical or network formalisms to particular advantage are the belief network community and the neural network community. Belief networks arose within computer science and statistics and...

Unsupervised Learning
  • Language: en
  • Pages: 27

Unsupervised Learning

  • Type: Book
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  • Published: 1999
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  • Publisher: Unknown

None

Empirical Risk Approximation
  • Language: en
  • Pages: 21

Empirical Risk Approximation

  • Type: Book
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  • Published: 1998
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  • Publisher: Unknown

None

Energy Minimization Methods in Computer Vision and Pattern Recognition
  • Language: en
  • Pages: 540

Energy Minimization Methods in Computer Vision and Pattern Recognition

  • Type: Book
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  • Published: 2003-10-02
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 4th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2003, held in Lisbon, Portugal in July 2003.The 33 revised full papers presented were carefully reviewed and selected from 66 submissions. The papers are organized in topical sections on unsupervised learning and matching, probabilistic modeling, segmentation and grouping, shape modeling, restoration and reconstruction, and graphs and graph-based methods.

Energy Minimization Methods in Computer Vision and Pattern Recognition
  • Language: en
  • Pages: 654

Energy Minimization Methods in Computer Vision and Pattern Recognition

  • Type: Book
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  • Published: 2003-06-30
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  • Publisher: Springer

This volume consists of the 42 papers presented at the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR2001),whichwasheldatINRIA(InstitutNationaldeRechercheen Informatique et en Automatique) in Sophia Antipolis, France, from September 3 through September 5, 2001. This workshop is the third of a series, which was started with EMMCVPR’97, held in Venice in May 1997, and continued with EMMCVR’99, which took place in York, in July 1999. Minimization problems and optimization methods permeate computer vision (CV), pattern recognition (PR), and many other ?elds of machine intelligence. The aim of the EMMCVPR workshops is to bring togethe...

Energy Minimization Methods in Computer Vision and Pattern Recognition
  • Language: en
  • Pages: 505

Energy Minimization Methods in Computer Vision and Pattern Recognition

  • Type: Book
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  • Published: 2007-08-14
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 6th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition held in Ezhou, China, in August 2007. Twenty-two full papers are presented along with fifteen poster papers. The papers are organized into topical sections on algorithms, applications, image parsing, image processing, motion, shape, and three-dimensional processing.

Pattern Recognition
  • Language: en
  • Pages: 462

Pattern Recognition

  • Type: Book
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  • Published: 2013-09-07
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 35th German Conference on Pattern Recognition, GCPR 2013, held in Saarbrücken, Germany, in September 2013. The 22 revised full papers and 18 revised poster papers were carefully reviewed and selected from 79 submissions. The papers covers topics such as image processing and computer vision, machine learning and pattern recognition, mathematical foundations, statistical data analysis and models, computational photography and confluence of vision and graphics, and applications in natural sciences, engineering, biomedical data analysis, imaging, and industry.

Advances in Intelligent Data Analysis
  • Language: en
  • Pages: 395

Advances in Intelligent Data Analysis

  • Type: Book
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  • Published: 2003-06-30
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 4th International Conference on Intelligent Data Analysis, IDA 2001, held in Cascais, Portugal, in September 2001.The 37 revised full papers presented were carefully reviewed and selected from a total of almost 150 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, artificial intelligence, neural networks, machine learning, data mining, and interactive dynamic data visualization.

New Directions in Neural Networks
  • Language: en
  • Pages: 276

New Directions in Neural Networks

  • Type: Book
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  • Published: 2009
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  • Publisher: IOS Press

A collection of selected papers from the 18th WIRN workshop, the annual meeting of the Italian Neural Networks Society (SIREN). It is divided in two general subjects, 'models' and 'applications' and two specific ones, 'economy and complexity' and 'remote sensing image processing'.

Advances in Neural Information Processing Systems 12
  • Language: en
  • Pages: 1124

Advances in Neural Information Processing Systems 12

  • Type: Book
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  • Published: 2000
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  • Publisher: MIT Press

The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes computer science, neuroscience, statistics, physics, cognitive science, and many branches of engineering, including signal processing and control theory. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented.