This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations are implemented, such that learning remains...

This book gives a systematic treatment of singularly perturbed systems that naturally arise in control and optimization, queueing networks, manufacturing systems, and financial engineering. It presents results on asymptotic expansions of solutions of Komogorov forward and backward equations, properties of functional occupation measures,...

Featuring contributions from distinguished researchers in the field of cognitive therapy research, Animal Models of...

This systematically organized collection evaluates the effectiveness of prescription drugs and considers complex dermatological conditions that may require multiple approaches, providing guidance for appropriate selection, initiation, and follow-up of drug therapy.
Covers treatments for psoriasis ranging from coal tar, anthralin, and...

The Shelly Cashman Series® offers the fi nest textbooks in computer education. We are proud of the fact that the previous fi fteen editions of this textbook...

Ideal for graduate and senior undergraduate level courses in computer arithmetic and advanced digital design, Computer Arithmetic: Algorithms and Hardware Designs provides a balanced, comprehensive treatment of computer arithmetic, covering topics in arithmetic unit design and circuit implementation that complement the architectural...

Written for a broad range of readers, including students, researchers, policymakers, health care providers, and diabetes patients and caregivers, this book explains the underlying biochemistry and physiology of diabetes mellitus. Each chapter contains a...

This book represents the most up-to-date description of the state of the art in laser and light source technology. After an initial chapter describing the latest understanding of laser physics and safety, subsequent chapters take up the laser treatment, respectively, of vascular lesions, pigmented lesions and tattoos, unwanted hair, ablative...

A comprehensive review of all aspects of hypertension in the elderly using the most current clinical data. Topics range from basic concepts, epidemiology and trials, and evaluation and management, to pharmacologic treatment, special populations, and adherence, all presented with an emphasis on the optimal management of patients. The authors...