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FUNDAMENTALS OF MACHINE LEARNING TECHNIQUES
Machine learning is a subfield of computing science that evolved both from the knowledge obtained through the process of learning how to classify data based on that understanding and also from the understanding gained through the process of learning the computational-based concepts of Artificial Intelligence, or AI. Machine learning, also known as ML, is a common abbreviation for the field. To put it another way, machine learning is the process of training computers to learn on their own via their interactions with data without being explicitly taught to do so. This is accomplished through the use of artificial neural networks. Both humans and animals may claim to be the first to conceptuali...
Compromised Data
There has been a data rush in the past decade brought about by online communication and, in particular, social media (Facebook, Twitter, Youtube, among others), which promises a new age of digital enlightenment. But social data is compromised: it is being seized by specific economic interests, it leads to a fundamental shift in the relationship between research and the public good, and it fosters new forms of control and surveillance. Compromised Data: From Social Media to Big Data explores how we perform critical research within a compromised social data framework. The expert, international lineup of contributors explores the limits and challenges of social data research in order to invent and develop new modes of doing public research. At its core, this collection argues that we are witnessing a fundamental reshaping of the social through social data mining.
Medical Applications of Intelligent Data Analysis
"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--
Medical Applications of Artificial Intelligence
Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must dev
The Parasite-Stress Theory of Values and Sociality
This book develops and tests an ecological and evolutionary theory of the causes of human values—the core beliefs that guide people’s cognition and behavior—and their variation across time and space around the world. We call this theory the parasite-stress theory of values or the parasite-stress theory of sociality. The evidence we present in our book indicates that both a wide span of human affairs and major aspects of human cultural diversity can be understood in light of variable parasite (infectious disease) stress and the range of value systems evoked by variable parasite stress. The same evidence supports the hypothesis that people have psychological adaptations that function to ...
Handbook of Artificial Intelligence in Biomedical Engineering
Handbook of Artificial Intelligence in Biomedical Engineering focuses on recent AI technologies and applications that provide some very promising solutions and enhanced technology in the biomedical field. Recent advancements in computational techniques, such as machine learning, Internet of Things (IoT), and big data, accelerate the deployment of biomedical devices in various healthcare applications. This volume explores how artificial intelligence (AI) can be applied to these expert systems by mimicking the human expert's knowledge in order to predict and monitor the health status in real time. The accuracy of the AI systems is drastically increasing by using machine learning, digitized medical data acquisition, wireless medical data communication, and computing infrastructure AI approaches, helping to solve complex issues in the biomedical industry and playing a vital role in future healthcare applications. The volume takes a multidisciplinary perspective of employing these new applications in biomedical engineering, exploring the combination of engineering principles with biological knowledge that contributes to the development of revolutionary and life-saving concepts.
Carbon Management in Tourism
Climate change is one of the single most important global environmental issues facing the world today and is emerging as a major topic in tourism studies. Tourism is one of the world’s largest industries; it both contributes to, and will be notably affected by, climate change. Given the emerging global legal frameworks to reduce emissions of greenhouse gasses, growing costs of carbon and pro-environmentally orientated customers, carbon management in tourism is a necessity. Tourism must take responsive actions to enable travel and tourism to deliver the peak experiences that tourists seek with a lower carbon footprint. Carbon Management in Tourism is the first book devoted to carbon emissio...
Tourism Economics and Policy
Tourism Economics and Policy combines a comprehensive treatment of economic concepts and applications in tourism contexts. Topics include tourism demand and forecasting, tourism supply and pricing, measuring the impacts and benefits of changes in tourism demand, tourism investment and infrastructure, tourism taxation, aviation, tourism and the environment (including climate change) and destination competitiveness. The text provides an excellent basis for students to appreciate the relevance of economic analysis to the solution of real life tourism issues and as an input into tourism policy formulation.
Tourism and Climate Change
This book discusses the tourism-climate system and provides a sound basis for those interested in tourism management and climate change mitigation, adaptation and policy. In the first three chapters, the book provides a general overview of the relationships between tourism and climate change and illustrates the complexity in four case studies that are relevant to the wide audience of tourism stakeholders. In the following seven chapters detailed discussion of the tourism and climate systems, greenhouse gas accounting for tourism, mitigation, climate risk management and comprehensive tourism-climate policies are provided. This book compiles and critically analyses the latest knowledge in this field of research and seeks to make it accessible to tourism practitioners and other stakeholders involved in tourism or climate change.
