Advances in Intelligent Signal Processing and Data Mining is popular PDF and ePub book, written by Petia Georgieva in 2012-07-27, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Advances in Intelligent Signal Processing and Data Mining can be Read Online from any device for your convenience.
Advances in Intelligent Signal Processing and Data Mining Book PDF Summary
The book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis. The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms.
Detail Book of Advances in Intelligent Signal Processing and Data Mining PDF
- Author : Petia Georgieva
- Release : 27 July 2012
- Publisher : Springer
- ISBN : 9783642286964
- Genre : Technology & Engineering
- Total Page : 359 pages
- Language : English
- PDF File Size : 20,8 Mb
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