سایت CEB:ترجمه تخصصی رشته کامپیوتر - معرفی و دانلود کتب انگلیسی رشته کامپیوتر

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انتشارات: Elsevier (USA) - Academic Press

اثر: Sergios Theodoridis & Konstantinos Koutroumbas

تعداد صفحه: 710

حجم: 10MB

جلد کتاب

توضیحات کتاب (خلاصه پیشگفتار):

This book is the outgrowth of our teaching advanced undergraduate and graduate courses over the past 20 years. These courses have been taught to different audiences, including students in electrical and electronics engineering, computer engineering, computer science and informatics, as well as to an interdisciplinary audience of a graduate course on automation. This experience led us to make the book as self-contained as possible and to address students with different backgrounds. As prerequisitive knowledge the reader requires only basic calculus, elementary linear algebra, and some probability theory basics. A number of mathematical tools, such as probability and statistics as well as constrained optimization, needed by various chapters, are treated in four Appendices. The book is designed to serve as a text for advanced undergraduate and graduate students, and it can be used for either a one- or a two-semester course. Furthermore, it is intended to be used as a self-study and reference book for research and for the practicing scientist/engineer. This latter audience was also our incentive for writing this book, due to the involvement of our group in a number of projects related to pattern recognition.

The philosophy of the book is to present various pattern recognition tasks in a unified way, including image analysis, speech processing, and communication applications. Despite their differences, these areas do share common features and their study can only benefit from a unified approach. Each chapter of the book starts with the basics and moves progressively to more advanced topics and reviews up to date techniques.

دانلود


نسخه قبلی کتاب:

Pattern Recognition-Sergios Theodoridis & Konstantinos Koutroumbas-1999

تعداد صفحه: 628

حجم: 19MB

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