This book constitutes the refereed proceedings of the Second International Conference on Knowledge Science, Engineering and ...
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Covers the so-called Bayesian approach to statistical inference and in particular its decision-making aspects. The bases ...
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Covers the so-called Bayesian approach to statistical inference and in particular its decision-making aspects. The bases ...
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This book describes in detail the practice of the Bayesian statistical approach using many examples chosen for their educational ...
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This volume contains two of the three lectures that were given at the 33rd Probability Summer School in Saint-Flour (July ...
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The book is organized in four parts: The first focuses on technical aspects, basic mathematical notions and elementary machine ...
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Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia ...
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The goal of this book is to address the use of several important machine learning techniques into computer vision applications. ...
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The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery ...
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Markov chains are a particularly powerful and widely used tool for analyzing a variety of stochastic (probabilistic) systems ...
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Markov chains are a particularly powerful and widely used tool for analyzing a variety of stochastic (probabilistic) systems ...
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Markov decision processes (MDPs), also called stochastic dynamic programming, were first studied in the 1960s. MDPs can be ...
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This comprehensive introduction to the Markov modeling framework describes the underlying theoretical concepts - covering ...
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The book consists of two parts. Part I,This part introduces strong Markov processes and their potential theory. In particular,it ...
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Mathematical Linguistics introduces the mathematical foundations of linguistics to computer scientists, engineers, and mathematicians ...
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Mathematics and Technology presents technological applications of mathematics making use of elegant mathematical concepts. ...
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This book presents the mathematics that underpins pricing models for derivative securities, such as options, futures and ...
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The book can be used as a text for a two semester sequence of courses in measure theory and probability theory, with an option ...
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The book can be used as a text for a two semester sequence of courses in measure theory and probability theory, with an option ...
Lee mas
The program committee carefully selected 258 revised papers from numerous submissions for presentation in two volumes, based ...
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