Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) free ebook download.

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Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) free ebook download

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Programming

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Catalogue

Author(s):	Mitra Basu, Tin Kam Ho

Date:	2006-10-17	Format:	PDF	Language:	English	ISBN/ASIN:	1846281717
Pages:	300	OCR:		Quality:		ISBN13:	9781846281716
Uploader:	Gustavi	Upload Date:	6/21/2014 1:09:51 AM

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Machines capable of automatic pattern recognition have many fascinating uses in science and 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. Tremendous progress has been made in refining such algorithms  yet, automatic learning in many simple tasks in daily life still appears to be far from reach.
This book takes a close view of data complexity and its role in shaping the theories and techniques in different disciplines and 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?
Data Complexity in Pattern Recognition is unique in its comprehensive coverage and multidisciplinary approach from various methodological and practical perspectives. Researchers and practitioners alike will find this book an insightful reference to learn about the current status of available techniques as well as application areas.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
1135606	Book	http://ultrafile.me/fcjb7j888a33/1846281...		5.00	Gustavi
1410697	Book	http://www.hitfile.net/2HXU...		5.00	dabruna

Tags: Advanced Complexity Data Information Knowledge Pattern Processing Recognition

Title	Link	Password	Size	Reason

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