Non-Fiction Books:

Context-Based Classification

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Paperback / softback
Context-Based Classification by Seniha Esen Yuksel
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Description

In many applications including health-care, finance and object recognition, data classification may be hindered by the existence of multiple contexts that produce an input sample. These contexts are generally hard to define, they are often interlaced and do not have sharp boundaries. Context-based classifiers offer the promise of increasing performance by allowing classifiers to become experts at classifying input samples of certain types. In this book, we introduce several models that can simultaneously learn the contexts as well as the classifiers for static, sequential and time-series data. We demonstrate the results on landmine detection from ground penetrating radar and electro-magnetic induction sensors, and show how choosing an appropriate context can simplify the classification problems.
Release date NZ
March 22nd, 2012
Audience
  • General (US: Trade)
Country of Publication
Germany
Illustrations
black & white illustrations
Imprint
Lap Lambert Academic Publishing
Dimensions
152x229x7
ISBN-13
9783846583234
Product ID
26956509

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