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Information Theoretic Learning
Jose C. Principe
其他書名
Renyi's Entropy and Kernel Perspectives
出版Springer New York, 2010-04-15
主題Computers / Computer ScienceComputers / Intelligence (AI) & SemanticsTechnology & Engineering / Electronics / GeneralMathematics / Probability & Statistics / GeneralTechnology & Engineering / Remote Sensing & Geographic Information SystemsComputers / Information TechnologyTechnology & Engineering / Imaging Systems
ISBN14419156999781441915696
URLhttp://books.google.com.hk/books?id=IVakxAEACAAJ&hl=&source=gbs_api
註釋This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.