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This book uses R package, iForecast, to conduct financial economic time series forecasting with machine learning methods, especially the generation of dynamic forecasts out-of-sample. Machine learning methods cover enet, random forecast, gbm, and autoML etc., including...
The intensive care unit (ICU) is a specialized hospital ward where people with life threatening conditions receive around-the-clock monitoring and life support. It is here that the sickest of the sick patients are managed, and there is a large spectrum of challenging...
This informative book discusses the issue of microplastic pollution in marine environments. It explains the intricate ways in which these minuscule particles have crept into the world's oceans, impacting marine life, ecosystems, and, ultimately, human health. The book...
This book includes selected papers presented at the 5th International Conference on Data Engineering and Communication Technology (ICDECT 2024), held at Asia Pacific University of Technology and Innovation (APU, Kuala Lumpur, Malaysia, during 28–29 September 2024. It...
Toba, the name of a simple farmer from an ancient legend in a remote land, was given to a lake, a people, a volcanic crater, and recently a Geopark. The name has many meanings, but to scientists such as volcanologists, geologists, and naturalists, Toba is...
Tuberculosis (TB) is the leading cause of death by an infectious agent worldwide. The Bacillus Calmette-Guérin (BCG) is the only licensed vaccine against TB and the most widely used vaccine in history. Since 1921, billions of people have been vaccinated with BCG,...
The book provides a comprehensive review of multiple information sources and multi-fidelity Bayesian optimization, specifically focusing on the novel "Augmented Gaussian Process” methodology.The book is important to clarify the relations and the important differences in...
Wie lange liefert die Sonne genug Energie für unsere wachsende Bevölkerung? Reichen unsere Dächer aus, um genügend Solarstrom zu erzeugen? Stellen Pflanzen und Algen genug Nahrung und Sauerstoff für alle Lebewesen bereit? Millionen Menschen hungern. Strom ist...
This book contains best selected research papers presented at ICTCS 2024: Ninth International Conference on Information and Communication Technology for Competitive Strategies. The conference will be held in Jaipur, India during 19 – 21 December 2024. The book...
Redirection of the focus of epilepsy treatment from preventing the development of epilepsy to preventing epileptic seizures by the International League Against Epilepsy (ILAE) in 2021 results in major changes in the theory, basic principles and expected purposes of...
This book presents a multidisciplinary exploration of sustainable development, integrating themes such as environmental management, social sciences, and AI-driven technology. It covers innovative approaches to sustainability in agriculture, biodiversity, energy, and...
This book draws upon empirical, conceptual and theoretical evidence from a variety of studies on student and teacher well-being in Asian contexts. It examines the mental health and well-being of students and teachers, how these are shaped by possible drivers, and what...
This book provides the latest and more relevant information about mirror neuron cells (MNC). The initial chapter provides an overview of mirror neuron cells including discovery and historical perspectives. The subsequent chapter cover important points relating to mirror...
This book is a series of snippets and clinical problems which use case vignettes and short case histories in the form of puzzles to encourage the student to gather relevant information and come to a clinical diagnosis. Clinical case scenarios are buttressed with patient...
Nanotechnology is redefining the future of agriculture by offering innovative solutions for enhanced crop productivity, sustainable farming, and improved soil health.Nanotechnology Applications in Modern Agriculture presents a comprehensive exploration of cutting-edge...
This book outlines how the physiology of human mastication is the product of an evolutionary development that has its roots in that of the primates that were our ancestors and, even earlier, in that of mammals. In order to understand deeply who we are, we must know...
The book aims to address and reflect on the role of governance of the tourism sector in the era of the Anthropocene, also in light of the challenges of climate change and of the Covid-19 pandemic providing an innovative contribution on the discusses lessons for the...
This open access book monitors the development of the temperature field within concrete structures and, based on the Arrhenius equation, constructs F-P maturity equations applicable to different temperature ranges. It investigates the impact of hydration rate on the...
This book includes original unpublished contributions presented in the Second International Conference on Recent Advances in Artificial Intelligence and Smart Applications (RAAISA 2024), organized by the Department of CSE, University of Engineering and Management,...
This book provides an historical and philosophical overview of Western medicine along with commentary about how past principles affect current problems in biomedicine like genetic engineering, transhumanism, and a commitment to environmentalism. The book spans Ancient,...
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