Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into disproportionate spending patterns. This book presents data driven methods, especially machine learning, for understanding and approaching the high utilizers problem, using the example of a larg...

This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus on graph neural networks. The book providers researchers and practitioners with an understanding of the fundamental issues as well as a launch point for discussing the latest trends in the scie...

This unique compendium introduces in detail the basic theory, process methods, property evaluation, research progress, development trend, and basic scientific issues in the combination of graphene and its composite materials in recent years.The useful reference text focuses on four categories of graphene composite materials based on the matrix materials, metal, resin, rubber composites, and composite coatings. The research background, research achievements, and possible application...

This thesis reports on the search for dark matter in data taken with the ATLAS detector at CERN’s Large Hadron Collider (LHC). The identification of dark matter and the determination of its properties are among the highest priorities in elementary particle physics and cosmology. The most likely candidate, a weakly interacting massive particle, could be produced in the high energy proton-proton collisions at the LHC.The analysis presented here is unique in looking for dark matter pr...

Leverage the power of Kubernetes to build an efficient software delivery pipeline.Key FeaturesLearn about DevOps, containers, and Kubernetes all within one handy bookA practical guide to container management and orchestrationLearn how to monitor, log, and troubleshoot your Kubernetes applicationsBook DescriptionKubernetes has been widely adopted across public clouds and on-premise data centers. As we're l...

Learn to implement DevOps using Docker & Kubernetes. Key FeaturesLearning DevOps, container, and Kubernetes within one book.Leverage Kubernetes as a platform to deploy, scale, and run containers efficiently.A practical guide towards container management and orchestrationBook DescriptionContainerization is said to be the best way to implement DevOps. Google developed Kubernetes, which orchestrates containers efficiently and is...

Format: Sayfa Sayısı: 342Baskı Yılı: 2014Dili: İngilizceYayınevi: Canut Yayınevi

On Mao's Political Ideology:Reviewing Chinese and Global Studies 1940-2007

Provides an essential guide to AI's impact on PR practices, ethics, and societal implicationsAs AI technologies continue to evolve, communication professionals must understand their profound effects on media relations, activism, and digital engagement. AI and Strategic Communication: Navigating the Future offers a comprehensive exploration of AI's role in reshaping public relations, bringing together contributions from leading scholars and practitioners fr...

Although the area of International Manufacturing Network (IMN) and International Operations Network (ION) has received considerable attention in the literature, most of studies appear multifaceted and interdisciplinary, and thereby require thorough investigation from both academic and practical perspectives, in order to deepen our related understanding. The book seeks advanced contributions that will combine theoretical insights and empirical experience by offering a detailed examination o...

Systems Factorial Technology: A Theory Driven Methodology for the Identification of Perceptual and Cognitive Mechanisms explores the theoretical and methodological tools used to investigate fundamental questions central to basic psychological and perceptual processes. Such processes include detection, identification, classification, recognition, and decision-making. This book collects the tools that allow researchers to deal with the pervasive model mimicry problems which exist in standard...

This book includes the original, peer reviewed research papers from the conference, Proceedings of the 2nd International Conference on Intelligent Technologies and Engineering Systems (ICITES2013), which took place on December 12-14, 2013 at Cheng Shiu University in Kaohsiung, Taiwan. Topics covered include: laser technology, wireless and mobile networking, lean and agile manufacturing, speech processing, microwave dielectrics, intelligent circuits and systems, 3D graphics, communications ...