Similarity-Based Pattern Analysis and Recognition - Advances in Computer Vision and Pattern Recognition (Hardback)
  • Similarity-Based Pattern Analysis and Recognition - Advances in Computer Vision and Pattern Recognition (Hardback)
zoom

Similarity-Based Pattern Analysis and Recognition - Advances in Computer Vision and Pattern Recognition (Hardback)

(editor)
£88.00
Hardback 291 Pages / Published: 12/12/2013
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket

This accessible text/reference presents a coherent overview of the emerging field of non-Euclidean similarity learning. The book presents a broad range of perspectives on similarity-based pattern analysis and recognition methods, from purely theoretical challenges to practical, real-world applications. The coverage includes both supervised and unsupervised learning paradigms, as well as generative and discriminative models. Topics and features: explores the origination and causes of non-Euclidean (dis)similarity measures, and how they influence the performance of traditional classification algorithms; reviews similarity measures for non-vectorial data, considering both a "kernel tailoring" approach and a strategy for learning similarities directly from training data; describes various methods for "structure-preserving" embeddings of structured data; formulates classical pattern recognition problems from a purely game-theoretic perspective; examines two large-scale biomedical imaging applications.

Publisher: Springer London Ltd
ISBN: 9781447156277
Number of pages: 291
Weight: 6414 g
Dimensions: 235 x 155 x 19 mm
Edition: 2013 ed.

You may also be interested in...

Robotics
Added to basket
£13.99
Paperback
The Quest for Artificial Intelligence
Added to basket
Programming Game AI By Example
Added to basket
Machine Learning
Added to basket
The Sciences of the Artificial
Added to basket
Pattern Recognition
Added to basket
Understanding Beliefs
Added to basket
Machine Learning
Added to basket
£37.99
Paperback
The Singularity Is Near
Added to basket
Thoughtful Machine Learning
Added to basket
Dark Pools
Added to basket
£9.99
Paperback
The Soar Cognitive Architecture
Added to basket
Deep Learning
Added to basket
£39.99
Paperback
Probabilistic Graphical Models
Added to basket
Human-Computer Interaction
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.