The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning
Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in...
Multimedia Signal Processing is a comprehensive and accessible text to the theory and applications of digital signal processing (DSP). The applications of DSP are pervasive and include multimedia systems, cellular communication, adaptive network management, radar, pattern recognition, medical signal processing, financial data...
More than three centuries after its creation, calculus remains a dazzling intellectual achievement and the gateway into higher mathematics. This book charts its growth and development by sampling from the work of some of its foremost practitioners, beginning with Isaac Newton and Gottfried Wilhelm Leibniz in the late seventeenth century and...
For professionals and hobbyists alike, Lee Purcell's CD-R/DVD: Digital Recording to Optical Media is the first and last word on this subject. YouAEll find expert and thorough explanations of CD-R and DVD-RAM technology, including inhouse CD duplication, labeling and printing systems, and Web sites...
Instructs readers on how to use methods of statistics and experimental design with R software
Applied statistics covers both the theory and the application of modern statistical and mathematical modelling techniques to applied problems in industry, public services, commerce, and research. It proceeds...
This book reviews current opinions of the role of fine-needle biopsy (FNB) in the diagnosis of both diffuse and nodular thyroid disease and presents cytological diagnostic criteria and histological correlation for most entities. The history of FNB of the thyroid is briefly reviewed, followed by a summary of basic anatomical and physiological...
Sampling - Discrete time processing of continuous-time signals, Continuous-time processing of discrete-time signals, Changing the sampling rate using discrete-time processing. Transform Analysis of LTI Systems - The frequency response of LTI systems, System functions for systems characterized by LCCD (Linear Constant Coefficient Difference)...
Data mining has emerged as a significant technology for gaining knowledge from vast quantities of data. However, concerns are growing that use of this technology can violate individual privacy. These concerns have led to a backlash against the technology, for example, a "Data-Mining Moratorium Act" introduced in the U.S. Senate that would...
This book discusses the trade-offs involved in designing direct RF digitization receivers for the radio frequency and digital signal processing domains. A system-level framework is developed, quantifying the relevant impairments of the signal processing chain, through a comprehensive system-level analysis. Special focus is given...
The first part of this book deals with the coverage of landline and mobile phones in Europe. It presents an overview of the coverage and the use of phones as well as the resulting strategies for telephone surveys. The second part addresses the challenge of so-called “mobileâonly” households for survey research. Numerous...
Create sophisticated DSP virtual instruments with LabVIEW
Take full advantage of all the digital signal processing capabilities LabVIEW has to offer with help from this hands-on tutorial. Readers will learn, step-by-step, how to use this revolutionary graphical development environment to build flexible and scalable digital signal...
S everal years ago, there were only a handful of deployments of Multi-Protocol Label Switching (MPLS) technology, and those were restricted to researchers or nonproduction networks. Even in practice, MPLS was largely still theory. Over the past several years, MPLS has matured as a technology, and its acceptance and popularity in the marketplace has...
