دانلود کتاب Pattern Recognition Algorithms for Data Mining (Chapman & Hall/CRC Computer Science & Data Analysis)

Name: Pattern Recognition Algorithms for Data Mining (Chapman & Hall/CRC Computer Science & Data Analysis)
Availability: InStock
Author: Sankar K. Pal
ISBN: 9781584884576, 1584884576, 2004043539

by Sankar K. Pal, Pabitra Mitra

عنوان فارسی: تشخیص الگو الگوریتم برای داده کاوی ( چپمن از u0026 amp؛ سالن / CRC علوم کامپیوتر از u0026 amp؛ تجزیه و تحلیل داده )
ناشر: Chapman and Hall/CRC
سال: 2004
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 218-218
شابک: 9781584884576, 1584884576, 2004043539
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 3.00 مگابایت

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جزییات کتاب

Pattern Recognition Algorithms for Data Mining covers the topic of data mining from a pattern recognition perspective. This unique book presents real life data sets from various domains, such as geographic information systems, remote sensing imagery, and population census, to demonstrate the use of innovative new methodologies. Classical approaches are covered along with granular computation by integrating fuzzy sets, artificial neural networks, and genetic algorithms for efficient knowledge discovery. The authors then compare the granular computing and rough fuzzy approaches with the more classical methods and clearly demonstrate why they are more efficient.