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This innovative text focuses primarily on computational complexity theory: the classification of computational problems in terms of their inherent complexity. The book contains an invaluable collection of lectures for first-year graduates on the theory of computation. Topics and features include more than...
This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis test...
Big Data (BD) and Artificial Intelligence (AI) play a fundamental role in today’s economy that traditional economic models fail to capture. This paper presents a theoretical conceptualisation of the data economy and derives implications for digital gove
Download chapterPDF Back to top Reviews "This short book, which is a translation from the Russian, provides a concise, non-mathematical review of the less controversial results in catastrophe theory. The author begins by describing the established results in the theory of singularities and bifurcatio...
Computer and network technology especially are at the heart of information technology, and therefore are integral parts of any information comprehension and use instruction. View chapterExplore book Probability and Stochastic Processes Sergios Theodoridis, in Machine Learning (Second Edition), 2020 2.5 ...
Author(s) Jean Gallier and Jocelyn Quaintance Publisher: University of Pennsylvania Paperback: N/A eBook: PDF (2192 pages) Language: English ISBN-10/ASIN: N/A ISBN-13: N/A Share This: Book Description Covering everything you need to know about machine learning, now you can master the ...
Book Deals Have you ever noticed how many politicians “write” books? These deals are often negotiated for eye-popping advances. Even if the book doesn’t sell well, the advance is theirs to keep. Many of these books are little more than a vehicle to funnel money legally, rather than an...
Computational Intelligence, Theory and Applications 2025 pdf epub mobi 电子书 图书描述 This book constitutes the refereed proceedings of the 9th Dortmund Fuzzy Days, held in Dortmund, Germany, 2006. The Fuzzy Days conference has established itself as an international forum for the discussion of new ...
Real-life decisions are usually made in the state of uncertainty such as randomness and fuzziness. How do we model optimization problems in uncertain environments? How do we solve these models? In order to answer these questions, this book provides a self-contained, comprehensive and up-to-date...