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This book presents a system that combines the expertise of four algorithms, namely Gradient Tree Boosting, Logistic Regression, Random Forest and Support Vector Classifier to trade with several cryptocurrencies. A new method for resampling financial data is presented as...
Many governments worldwide are setting more stringent targets for reductions in energy use in government/public buildings. Buildings constructed more than 10 years ago account for a major share of energy used by the building stock. However, the funding and “know-how”...
This book highlights the role of nanotechnology concepts in the management of COVID-19 pandemic. The book covers different aspects of the causative agent SARS CoV2 (Severe Acute Respiratory Syndrome Coronavirus-2) and the COVID-19 pandemic with a special emphasis...
The book reflects on how intelligent urban regeneration can be an extraordinary driver of sustainable social and economic progress. It provides a friendly, evergreen and flexible thinking methodology that can serve as a reference guide to address a wide range of...
This book conducts effective research on data-driven Structural Health Monitoring (SHM), and accordingly presents many novel feature extraction methods by time series analysis and signal processing, to extract reliable damage sensitive features from vibration responses....
This book emphasizes that learning efficiency of the learners can be increased by providing personalized course materials and guiding them to attune with suitable learning paths based on their characteristics such as learning style, knowledge level, emotion, motivation,...
This book offers a basic understanding of the Internet of Things (IoT), its design issues and challenges for healthcare applications. It also provides details of the challenges of healthcare big data, role of big data in healthcare and...
This book proposes strategies for FM services optimization and innovation, based on innovative models of IoT application and big data management within FM processes, able to support FM stakeholders in: orienting and managing big data flows and their sources (sensor,...
In this book the real analytic solutions for the “Disc with Circular Inclusion” under normal- and shear force at plane-strain state (EVZ) are presented. The associated solution process, which was developed according to the principle of statically indeterminate systems,...
This book presents a thorough discussion of utility cycling, cycling in the urban environment, and everyday mobility. It is based on large survey answered by 14,000 participants in the bike to work action in Switzerland, and quantifies the various dimensions of utility...
This book deals with network representation learning. It deals with embedding nodes, edges, subgraphs and graphs. There is a growing interest in understanding complex systems in different domains including health, education, agriculture and transportation....
This book is about the optimization of the characterization of the thermal properties of building envelopes, through experimental tests and the use of artificial intelligence. It analyses periodic and stationary thermal properties using measurement approaches based on...
This book begins by discussing the problems caused by transportation emissions, the various types of emissions, and the impacts they have on public health, agricultural production, and climate change. The next several chapters then present technologies and policies from...
This book presents and discusses methodological approaches and operational tools aimed at increasing the awareness and skills necessary to face the social, economic and environmental challenges usually encountered in spatial planning. In addition, it deals with the...
This book explores new criteria and characteristics for integrating human psychology in the design of modern urban lighting. It identifies a new area of lighting design research and practice that focuses on the nocturnal urban experience in terms of people’s emotional,...
This book aims to show how hemodynamic numerical models based on Computational Fluid Dynamics (CFD) can be developed. An approach to fluid mechanics is made from a historical point of view focusing on the Navier-Stokes Equations and a fluid-mechanical description of...
This book argues that we are living in an era of deep mutation, and the anthropocentric model no longer fits our way of living and behaving on Earth. Climate change is upsetting our relationship with nature and the environment, while artificial intelligence scenarios...
This book illustrates and discusses the main characteristics of port-city development dynamics with a focus on the fast-growing city-states of the Middle East, which are emerging as key players in logistics and the global supply chain. Maritime ports and the cities...
In this book, the authors highlight multiple aspects of and views on comprehensive automotive interior comfort for future mobility.In this context, passenger comfort comprises thermal, acoustic, seat perception, as well as human–machine interaction in the passenger...
This open access book explores the synergies and tensions between safety and security management from a variety of perspectives and by combining input from numerous disciplines. It defines the concepts of safety and security, and discusses the methodological,...
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