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Book synopsis

To aid in intelligent data mining, this book introduces a new family of unsupervised algorithms that have a basis in self-organization, yet are free from many of the constraints typical of other well known self-organizing architectures. It then moves through a series of pertinent real world applications with regards to the processing of multimedia data from its role in generic image processing techniques such as the automated modeling and removal of impulse noise in digital images, to problems in digital asset management, and its various roles in feature extraction, visual enhancement, segmentation, and analysis of microbiological image data.

Book details

Book category Books in English Computing & information technology Databases Data mining

• Full title: Unsupervised Learning - A Dynamic Approach
• Author: Ling Guan, Kambiz Jarrah, Matthew Kyan, Paisarn Muneesawang
• Language: English
• Binding: Hardback
• Number of pages: 288
• EAN: 9780470278338
• ISBN: 0470278331
• ID: 04882644
• Publisher: John Wiley & Sons Inc
• Weight: 592 g
• Dimensions: 242 × 156 × 24 mm
• Date of publishing: 23. May 2014

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