Recent advances in wave propagation in random media are certainly consequences of new approaches to fundamental issues, as well as of a strong interest in potential applications. A collective effort has been made to present in this book the state of
Through 17 chapters, this book presents the principle of many advanced biosignal processing techniques. After an important chapter introducing the main biosignal properties as well as the most recent acquisition techniques, it highlights five specif
Fundamentals of Deep Learning by Nikhil Buduma ikhil Buduma is a computer science student at MIT with deep interests in machine learning and the biomedical sciences.
here is an ongoing research effort devoted to characterize the signal regularity metrics approximate entropy (ApEn) and sample entropy (SampEn) in order to better interpret their results in the context of biomedical signal analysis. Along with this
Cell image segmentation is a necessary first step of many automated biomedical imageprocessing procedures. There certainly has been much research in the area. To this, a new method has been added, which automatically extracts cells from microscopic
This book contains a selection of papers accepted for presentation and discussion at The 2018 World Conference on Information Systems and Technologies (WorldCIST’18). This conference had the support of the IEEE Systems, Man, and Cybernetics Society,
This book contains a selection of papers accepted for presentation and discussion at The 2018 World Conference on Information Systems and Technologies (WorldCIST’18). This conference had the support of the IEEE Systems, Man, and Cybernetics Society,
This book covers the syllabus of the various courses like B.E./B.Tech (Computer Science and Engineering, Information Technology, Biomedical Engineering, Electronics and Communication Engineering), MCA, M.Tech (Computer Science and Engineering, Bio M
This book introduces students to the theory and practice of control systems engineering. The text emphasizes the practical application of the subject to the analysis and design of feedback systems. The study of control systems engineering is essenti
OpenGL is an ideal multiplatform, cross-language, and hardware-accelerated graphics rendering interface that is well suited to visualize large 2D and 3D datasets in many felds. In fact, OpenGL has become the industry standard to create stunning grap
Soft computing and nature-inspired computing both play a significant role in developing a better understanding to machine learning. When studied together, they can offer new perspectives on the learning process of machines. The Handbook of Research
This book and its complimentary exercises have been composed to follow this methodology. The reader is encouraged to “play around” with the data, models, and software to see where those steps lead. I have also tried to streamline the presentation, e
Introduction This tutorial teaches you how to use the statistical programming language R to develop a business case simulation and analysis. It presents a methodology for conducting business case analysis that minimizes decision delay by focusing st
This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five Vs—Volume, Velocity, Variety, Veracity
This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22–24, 2018, and organized by the Scientific Research Group i
