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

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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.

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Adventures in Problem Solving
Adventures in Problem Solving

What is "problem solving"? The grat mathematican David Hilberd said that, in essence, probles are the life blood of mathematics, and Paul Halmos added a rider: that the complementary activity - theory building - provides the soul of the subject.

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Creating Flash Advertising: From Concept to Tracking - Microsites, Video Ads and More (Hands-On Guide Series)
Creating Flash Advertising: From Concept to Tracking - Microsites, Video Ads and More (Hands-On Guide Series)

Advertising online has come to have a not-so-favorable reputation with Internet users. Combine that reputation with the often uninformed opinion that Flash is for creating exceptionally annoying banners or website intros that are bloated in file size and you’ve got a recipe for disaster. On the other hand, when done correctly,...

Algorithms on Strings, Trees and Sequences: Computer Science and Computational Biology
Algorithms on Strings, Trees and Sequences: Computer Science and Computational Biology
"...an important summary of the state of the art in pattern matching and an indicator of the importance biological problems have assumed among many researchers. It will hopefully encourage them to question the importance of the problems they endeavor to solve." SIGACT News

"The book will be profitable both for graduate
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The Design Analysis Handbook: A Practical Guide to Design Validation
The Design Analysis Handbook: A Practical Guide to Design Validation
If you need to create reliable, cost-effective, optimized designs, The Design Analysis Handbook provides a practical framework for integrating quality into the design process from start to finish. The methodology used is called Worst Case Analysis Plus (WCA+), a design-validation tool that demands thoroughness and analytical thinking by the user....
The Mobile Frontier
The Mobile Frontier

Mobile user experience is a new frontier. Untethered from a keyboard and mouse, this rich design space is lush with opportunity to invent new and more human ways for people to interact with information. Invention requires casting off many anchors and conventions inherited from the last 50 years of computer science and traditional design and...

Classic Problems of Probability
Classic Problems of Probability

"Classic Problems of Probability" is the winner of the 2012 PROSE Award for Mathematics from The American Publishers Awards for Professional and Scholarly Excellence.

"A great book, one that I will certainly add to my personal library."
--Paul J. Nahin, Professor Emeritus of Electrical
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