Advances in Intelligent Signal Processing and Data Mining
商品資訊
系列名:Studies in Computational Intelligence
ISBN13:9783642286957
替代書名:Advances in Intelligent Signal Processing and Data Mining
出版社:Springer Verlag
作者:Petia Georgieva (EDT); Lyudmila Mihaylova (EDT); Lakhmi C. Jain (EDT)
出版日:2012/07/27
裝訂/頁數:精裝/349頁
規格:23.5cm*15.9cm*2.5cm (高/寬/厚)
版次:1
定價
:NT$ 8000 元優惠價
:
90 折 7200 元
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
商品簡介
商品簡介
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.
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