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Coefficient of Variation and Machine Learning Applications

1st Edition

K. Hima Bindu, Raghava Morusupalli, Nilanjan Dey, C. Raghavendra Rao
December 02, 2019

Coefficient of Variation (CV) is a unit free index indicating the consistency of the data associated with a real-world process and is simple to mold into computational paradigms. This book provides necessary exposure of computational strategies, properties of CV and extracting the metadata leading...

Basic Environmental Data Analysis for Scientists and Engineers

1st Edition

Ralph R.B. Von Frese
November 27, 2019

Classroom tested and the result of over 30 years of teaching and research, this textbook is an invaluable tool for undergraduate and graduate data analysis courses in environmental sciences and engineering. It is also a useful reference on modern digital data analysis for the extensive and growing...

Data Science and Machine Learning: Mathematical and Statistical Methods

1st Edition

Dirk P. Kroese, Zdravko Botev, Thomas Taimre, Radislav Vaisman
November 22, 2019

"This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate or...

Cybersecurity Analytics

1st Edition

Rakesh M. Verma, David J. Marchette
November 20, 2019

Cybersecurity Analytics is for the cybersecurity student and professional who wants to learn data science techniques critical for tackling cybersecurity challenges, and for the data science student and professional who wants to learn about cybersecurity adaptations. Trying to build a malware...

Hands-On Machine Learning with R

1st Edition

Brad Boehmke, Brandon M. Greenwell
November 11, 2019

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply...

Handbook of Neuroimaging Data Analysis

1st Edition

Hernando Ombao, Martin Lindquist, Wesley Thompson, John Aston
November 08, 2019

This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering...

Introduction to Data Science: Data Analysis and Prediction Algorithms with R

1st Edition

Rafael A. Irizarry
November 08, 2019

Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop...

Innovative Statistics in Regulatory Science

1st Edition

Shein-Chung Chow
November 07, 2019

Statistical methods that are commonly used in the review and approval process of regulatory submissions are usually referred to as statistics in regulatory science or regulatory statistics. In a broader sense, statistics in regulatory science can be defined as valid statistics that are employed in...

Research Methods for Medical Graduates

1st Edition

Abhaya Indrayan
November 01, 2019

This book discusses the why and how of each step of data-based medical research that can provide basic information to emerging researchers and medical graduate students who write theses or publish articles. The chapters are arranged in the sequence of steps for data-based research. The research...

Handbook of Infectious Disease Data Analysis

1st Edition

Leonhard Held, Niel Hens, Philip D O'Neill, Jacco Wallinga
October 25, 2019

Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis...

Reliability Engineering: Methods and Applications

1st Edition

Mangey Ram
October 25, 2019

Over the last 50 years, the theory and the methods of reliability analysis have developed significantly. Therefore, it is very important to the reliability specialist to be informed of each reliability measure. This book will provide historical developments, current advancements, applications,...

Experimental Design: From User Studies to Psychophysics

1st Edition

Douglas W. Cunningham, Christian Wallraven
October 23, 2019

As computers proliferate and as the field of computer graphics matures, it has become increasingly important for computer scientists to understand how users perceive and interpret computer graphics. Experimental Design: From User Studies to Psychophysics is an accessible introduction to...