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Cut the Gordian Knot of the Social Media Data chaos with the power of Graph Databases. Learn how to combine and migrate ......more
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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive gui......more
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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive gui......more
Nonregular factorial designs are a class of factorial designs that enable researchers to study simultaneously the effect......more
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This textbook provides a unified account of estimating the survival function, hazard rate, cumulative hazard, density, r......more
This open access book will address the unique requirements and technological tools for analysis of data across the lifes......more
Bayesian Statistics: The Basics provides a comprehensive yet accessible introduction to Bayesian statistics, specificall......more
Bayesian Statistics: The Basics provides a comprehensive yet accessible introduction to Bayesian statistics, specificall......more
This book describes the basic principles of medical statistics. Although there are many texts on this topic, this one is......more
Single volume reference on using various aspects of data science to evaluate, understand, and solve business problems A ......more
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Music has a unique power to evoke strong emotions in us--bringing us to tears, lifting us into ecstasy or triggering viv......more
This book constitutes the proceedings of the 15th International Workshop on Statistical Atlases and Computational Models......more
Franz Buscha’s book, Graphs Everyone Should Know and How to Create Them in Stata, is written for anyone who uses Stata t......more
Time series analysis is one of several branches of statistics whose practical importance has increased with the availabi......more
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This book introduces a novel paradigm for machine learning and data mining called predictive clustering, which covers a ......more
This book presents a broad range of regression models including count regression models, constrained and penalised regre......more
This monograph presents the work of the authors in metrical theory of continued fractions in the last two decades. The m......more
This CCIS post conference volume constitutes the proceedings of the 16th International Conference on ICT Innovations, IC......more
This book constitutes the refereed proceedings of the 14th International Conference on Artificial Intelligence in Music,......more
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This book gathers selected and peer-reviewed contributions presented at the 18th Conference of the International Federat......more
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Markov Chains: Theory and Applications, Volume 52 in the Handbook of Statistics series, highlights new advances in the f......more
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Highly recommended by the Journal of Official Statistics, The American Statistician, and other top statistical journals,......more
This book constitutes the refereed proceedings of the 12th International Conference on Analysis of Images, Social Networ......more
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This Second Edition is an essential guide to understanding, modeling, and predicting complex dynamical systems using new......more
Deep learning is an important element of artificial intelligence, especially in applications such as image classificatio......more
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If a manufacturing company’s main goal is to sell products profitably, protecting production systems from defects is ess......more
This monograph aims to offer a concise introduction to optimal transport, quickly transitioning to its applications in s......more
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Constructing Insurable Risk Portfolios offers a data-driven approach to devising risk retention programs that safeguard ......more
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This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (Math......more
Students cultivate learning techniques in school that emphasize procedural problem solving and rote memorization. This l......more
Students cultivate learning techniques in school that emphasize procedural problem solving and rote memorization. This l......more
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This book is an introduction to probability, statistics, data analysis, and hypothesis testing in physics. It is designe......more
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This book deals with the exciting, seminal topic of Online Machine Learning (OML). The content is divided into three par......more
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This book is a guide to statistical genetics analyses with R. The focus will be on conveying concepts and theories, whil......more
The book presents a general mathematical framework able to detect and to characterise, from a morphological and statisti......more
Due to the popularity of artificial intelligence today, scientists and practitioners tend to ignore the achievements of ......more
This book constitutes the refereed conference proceedings of the 18th International Workshop on Design and Architecture ......more
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Nonparametric statistical methods minimize the number of assumptions that need to be made about the distribution of data......more
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In today’s healthcare landscape, there is a pressing need for quantitative methodologies that include the patients’ pers......more
In today’s healthcare landscape, there is a pressing need for quantitative methodologies that include the patients’ pers......more
This book explores multivariate statistics from both traditional and modern perspectives. The first section covers core ......more
This book constitutes the refereed proceedings of the Second International Conference on Emerging Wireless Technologies ......more
This book constitutes the revised accepted papers of several workshops which were held in conjunction with the 6th Inter......more
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Inferring latent structure and causality is crucial for understanding underlying patterns and relationships hidden in th......more
The unique compendium starts with a simplified version of the information theory which allows any beginner in math to em......more
Markov Decision Processes (MDPs) form a cornerstone of applied probability, with over 50 years of rich research history.......more
This book constitutes the referred proceedings of the First International Conference on Pattern Analysis and Machine Int......more
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A Hands-On Way to Learning Data Analysis Part of the core of statistics, linear models are used to make predictions and ......more
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This book constitutes the refereed proceedings of the 9th EAI International Conference on Design, Learning, and Innovati......more
Biogeography has been dominated by a "dispersal versus vicariance" debate. Users of computational methods, which include......more
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This Third Edition sheds light on state-of-the-art theories and practices in multimodal compatibility modeling and recom......more
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This LNCS conference volume constitutes the proceedings of 28th International Symposium on Database Engineered Applicati......more
This open access book presents the mathematical methods for huge data and network analysis. The automotive industry has ......more
In applications of stochastic calculus, there are phenomena that cannot be analyzed through the classical Itô theory. It......more
In applications of stochastic calculus, there are phenomena that cannot be analyzed through the classical Itô theory. It......more
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