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Introduction to Pattern Recognition: A Matlab Approach

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The aim of this book is to serve pedagogic goals as a complement of the book Pattern Recognition, 4th Edition, by S. Theodoridis and K. Koutroumbas (Academic Press, 2009). It is the offspring of our experience in teaching pattern recognition for a number of years to different audiences such as students with good enough mathematical background, students who are more practice-oriented, professional engineers, and computer scientists attending short training courses. The book unravels along two directions.

The first is to develop a set ofMATLAB-based examples so that students will be able to experiment with methods and algorithms met in the various stages of designing a pattern recognition system—that is, classifier design, feature selection and generation, and system evaluation. To this end, we have made an effort to “design” examples that will help the reader grasp the basics behind each method as well as the respective cons and pros. In pattern recognition, there are nomagic recipes that dictatewhichmethod or technique to use for a specific problem. Very often, old good and simple (in concept) techniques can compete, from an efficiency point of view, with more modern and elaborate techniques. To this end, that is, selecting the most appropriate technique, it is unfortunate that these days more and more people follow the so-called black-box approach: try different techniques, using a related S/W package to play with a set of parameters, even if the real meaning of these parameters is not really understood.

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DevOps Troubleshooting: Linux Server Best Practices
DevOps Troubleshooting: Linux Server Best Practices

“If you’re a developer trying to figure out why your application is not responding at 3 am, you need this book! This is now my go-to book when diagnosing production issues. It has saved me hours in troubleshooting complicated operations problems.”

Trotter Cashion,...

Essential XML Quick Reference: A Programmer's Reference to XML,  XPath, XSLT, XML Schema, SOAP, and More
Essential XML Quick Reference: A Programmer's Reference to XML, XPath, XSLT, XML Schema, SOAP, and More

"Finally, a complete and thorough reference book covering all of the most important XML technologies, including the latest addition (XML Schema), in one concise and consistent presentation. I will definitely have this book close at hand."
—Chris Lovett, Product Unit Manager, B2B Web Services, Microsoft

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Business Case for Network Security : Advocacy, Governance, and ROI, The (Network Business)
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Microsoft Visual Basic 2010 for Windows, Web, and Office Applications: Complete (Shelly Cashman)
Microsoft Visual Basic 2010 for Windows, Web, and Office Applications: Complete (Shelly Cashman)

The Shelly Cashman Series® offers the finest textbooks in computer education. This Microsoft Visual Basic 2010 book utilizes an innovative step-by-step pedagogy, which integrates demonstrations of professional-quality programs with in-depth discussions of programming concepts and techniques and opportunities for hands-on practice...

The Power of Real-Time Social Media Marketing: How to Attract and Retain Customers and Grow the Bottom Line in the Globally Connected World
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Today's Hottest Trends for On-the-Spot Marketing!

"A must read for media and marketers.”
—Alan Cohen, CEO, OMD USA

"What do fish tacos, data storage, and disaster relief all have in common? Each has harnessed the power of marketing that amplifies via the real-time social web....

Lonely Planet Discover Egypt (Country Guide)
Lonely Planet Discover Egypt (Country Guide)

Experience The Best of Egypt
The Pyramids of Giza, Siwa Oasis, Luxor Museum – we’ve selected the most iconic sights and incredible places so you can enjoy the real Egypt with the minimum of fuss.

Highlights reveal the must-see attractions and unbeatable experiences
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