Description: This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concepts is assumed. This is the first machine learning textbook to include a comprehensive coverage of recent developments such as probabilistic graphical models and deterministic inference methods, and to emphasize a modern Bayesian perspective. It is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. This hard cover book has 738 pages in full colour, and there are 431 graded exercises (with solutions available below). Extensive support is provided for course instructors. Platform: |
Size: 7775130 |
Author:arcanesky |
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Description: 这是一本关于模式识别与机器学习的新书，在国外2006年才出版。费了好大劲才搜罗到，愿与大家共享。-This is a pattern recognition and machine learning on the new book, in the only published abroad in 2006. Costs for several large劲才collection that is willing to work with everyone to share. Platform: |
Size: 4228096 |
Author:dragon |
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Description: 本书试图从通信理论的角度把图像处理与模式识别二者联系起来,把模式分析的基本概念作为模式识别的一项重要内容收入本书-This book attempts to Communication Theory from the perspective of the image processing and pattern recognition between the two linked to the basic concept of pattern analysis as an important element of pattern recognition book income Platform: |
Size: 7853056 |
Author:nan |
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Description: 清华大学边肇祺的模式识别电子书，初步学习模式识别的人的一本很好的参考书-Tsinghua University肇祺edge e-book of pattern recognition, pattern recognition preliminary study of people a very good reference book Platform: |
Size: 7943168 |
Author:qiyeshu |
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Description: 不错的关于模式识别的参考书，我做了书签方便阅读。-A good reference book on the pattern recognition, I made a bookmark to facilitate reading. Platform: |
Size: 10898432 |
Author:JianhCD |
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Description: 模式识别和机器学习方面的最新教材，可以经典的模式识别教材媲美-Pattern recognition and machine learning the latest teaching materials, teaching materials can be comparable to the classical pattern recognition Platform: |
Size: 8443904 |
Author:王文杰 |
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Description: 模式识别第二版电子图书清华大学出版社
模式识别第二版电子图书清华大学出版社-The second edition of Pattern Recognition, Tsinghua University Press e-books e-book the second edition of Pattern Recognition, Tsinghua University Press Platform: |
Size: 5128192 |
Author:haitao |
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Description: 模式识别的书，介绍的论文模式识别的书，介绍的论文-Pattern Recognition book on pattern recognition paper book, the thesis introduction Platform: |
Size: 1338368 |
Author:dwqdo |
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Description: Pattern Recognition and Machine Learning，模式识别与机器学习，这是学习机器学习的一本好书-Pattern Recognition and Machine Learning, Pattern recognition and machine learning, machine learning this is a good book to learn Platform: |
Size: 7639040 |
Author:andy |
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Description: 不错的一个模式识别导论书籍的PPT，值得收藏-Introduction to pattern recognition of a good book PPT, worthy of collection Platform: |
Size: 951296 |
Author:_ |
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Description: ebook pattern classification written by R.O Duda et.al
the principal book for pattern recognition Platform: |
Size: 14131200 |
Author:herlina |
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Description: 这本模式识别的书非常经典，然而也非常稀罕，很少有人有。我最早读的是第二版，这本书全面覆盖了统计模式识别领域的重要知识点。书中用大量篇幅讲解无监督聚类方法，这一点在模式识别教材中应该是独一无二的，比如Duda的书在这方面只留了一章，处理的也比较简单。另外，本书还有章节专门讲特征抽取、选择，以及模板匹配这些内容，也弥补了Duda教材的不足。第三版增加了一些内容，主要是基于核方法的内容，反映了学界的进展。-Book of this pattern recognition is very classic, however, very rare, very few people have. I first read the second edition, this book comprehensively covers the important points of the field of statistical pattern recognition. Book at great length to explain the unsupervised clustering method, which is unique in pattern recognition textbooks, such as Duda' s book in this regard, leaving only one chapter, is also relatively simple to deal with. In addition, the book there are chapters dedicated speakers feature extraction, selection, and template matching, but also compensate for the lack of materials Duda. The third edition of the increase in some of the content is mainly based on the content of the kernel method, reflecting the academic progress. Platform: |
Size: 10637312 |
Author:顾一 |
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Description: This is the book of Patter Recognition that can help you to understand more about classification of objects. Platform: |
Size: 12392448 |
Author:JADO
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