| 书目名称 | Pattern Recognition | | 副标题 | Concepts, Methods an | | 编辑 | Joaquim P. Marques de Sá | | 视频video | | | 概述 | Unifying approach describing all relevant and recent methods Real-life problems in engineering, medicine, economy, geology solved in detail.Guidance how to design PR systems and use software tools in | | 图书封面 |  | | 描述 | Pattern recognition currently comprises a vast body of methods supporting the development of numerous applications in many different areas of activity. The generally recognized relevance of pattern recognition methods and techniques lies, for the most part, in the general trend of "intelligent" task emulation, which has definitely pervaded our daily life. Robot assisted manufacture, medical diagnostic systems, forecast of economic variables, exploration of Earth‘s resources, and analysis of satellite data are just a few examples of activity fields where this trend applies. The pervasiveness of pattern recognition has boosted the number of task specific methodologies and enriched the number of links with other disciplines. As counterbalance to this dispersive tendency there have been, more recently, new theoretical developments that are bridging together many of the classical pattern recognition methods and presenting a new perspective of their links and inner workings. This book has its origin in an introductory course on pattern recognition taught at the Electrical and Computer Engineering Department, Oporto University. From the initial core of this course, the book grew with the | | 出版日期 | Textbook 2001 | | 关键词 | Performance; Support Vector Machine; algorithms; classification; filtering; genetic algorithms; metrics; pa | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-56651-6 | | isbn_softcover | 978-3-642-62677-7 | | isbn_ebook | 978-3-642-56651-6 | | copyright | Springer-Verlag Berlin Heidelberg 2001 |
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发表于 2025-3-21 16:52:00
