Data Complexity in Pattern Recognition

ebook Advanced Information and Knowledge Processing

By Mitra Basu

cover image of Data Complexity in Pattern Recognition

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Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.

This book takes a close view of data complexity & its role in shaping the theories & techniques in different disciplines & asks:

  • What is missing from current classification techniques?
  • When the automatic classifiers are not perfect, is it a deficiency of the algorithms by design, or is it a difficulty intrinsic to the classification task?
  • How do we know whether we have exploited to the fullest extent the knowledge embedded in the training data?
  • Uunique in its comprehensive coverage & multidisciplinary approach from various methodological & practical perspectives, researchers & practitioners will find this book an insightful reference to learn about current available techniques as well as application areas.

    Data Complexity in Pattern Recognition