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