This book guides the reader through power and sample size calculations for a variety of study outcomes and designs and illustrates their implementation in R. It is designed to be used as a learning tool for students as well as a resource for exper...Daugiau...
The scientific community at the global level is fast becoming aware of the rising use of open-source tools such as R and Python for data analysis. Unfortunately, in spite of the awareness, the conversion of the intrigue to the practical knowledge in...Daugiau...
Entropies and Fractionality: Entropy Functionals, Small Deviations and Related Integral Equations starts with a systematization and calculation of various entropies (Shannon, Rényi and some others) of selected absolutely continuous probability distr...Daugiau...
This book provides an overview of AIs historical development, while understanding the cultural and scientific foundations that make AI possible. Through easy-to-understand explanations of complex ideas, and a focus on both technological advances...Daugiau...
This book provides an overview of AIs historical development, while understanding the cultural and scientific foundations that make AI possible. Through easy-to-understand explanations of complex ideas, and a focus on both technological advances...Daugiau...
Ideal for anyone interested in clustering algorithms, with no prior Python experience required. Data clustering, an interdisciplinary field with diverse applications, has gained increasing popularity since its origins in the 1950s....Daugiau...
This open access book is meant as a textbook for Computer Science students who are looking for a gentle introduction to the world of quantum computing. More specifically, it is written for readers who have basic knowledge of Artificial Intelligenc...Daugiau...
This book presents detailed theoretical study of Business Analytics including analytical methods from various aspects such as descriptive/predictive analytics, statistical distributions, multivariate statistical analysis, time series analysis, sim...Daugiau...
Machine learning is one of the leading areas of artificial intelligence. It concerns the study and development of quantitative models that enable a computer to carry out operations without having been expressly programmed to do so.In this s...Daugiau...
In the era of big data and real-time monitoring, vast amounts of information are generated every second through sensors and advanced tracking systems. The information contained in the data needs to be carefully analyzed and accurate results must b...Daugiau...
This book highlights a theoretical framework for architecting the safety and reliability analysis of rail transit trains for active safety assurance. Rail transit is compared to the main artery of regional economy and the backbone of urban travel....Daugiau...
This book provides an in-depth exploration of random vibration and spectral analysis theory, while emphasizing the completeness of knowledge. It incorporates fundamental theories related to the books content, drawing from various fields such as t...Daugiau...
Play of Chance and Purpose emphasizes learning probability, statistics, and stochasticity by developing intuition and fostering imagination as a pedagogical approach. This book is meant for undergraduate and graduate students of basic sciences, appli...Daugiau...
Through the lens of critical thinking and creative analogy, this book skillfully blends mainstream perspectives with bold, thought-provoking personal insights, offering reade...Daugiau...
