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This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Karlsruhe, October 23-24, 2018. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.
Zusammenfassung: This open access proceedings presents new approaches to Machine Learning for Cyber-Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS - Machine Learning for Cyber- Physical Systems, which was held in Hamburg (Germany), March 29th to 31st, 2023. Cyber-Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments. The Edito...
Data access is essential for serving the public good. This book provides new frameworks to address the resultant privacy issues.
An analysis that offers evidence to challenge the widely held assumption that urbanization and environmental quality are necessarily at odds.
Author Thomas Fisher introduces the idea of fracture-critical design and provides many solutions for how we can design to avoid major disasters.
Establishing ancient population numbers and determining how they were distributed across a landscape over time constitute two of the most pressing problems in archaeology. Accurate population data is crucial for modeling, interpreting, and understanding the past. Now, advances in both archaeology and technology have changed the way that such approximations can be achieved. Including research from both highland central Mexico and the tropical lowlands of the Maya and Olmec areas, this book reexamines the demography in ancient Mesoamerica. Contributors present methods for determining population estimates, field methods for settlement pattern studies to obtain demographic data, and new technolo...
Case studies from cities on five continents demonstrate the advantages of thinking comparatively about urban environments. The global discourse around urban ecology tends to homogenize and universalize, relying on such terms as “smart cities,” “eco-cities,” and “resilience,” and proposing a “science of cities” based largely on information from the Global North. Grounding Urban Natures makes the case for the importance of place and time in understanding urban environments. Rather than imposing a unified framework on the ecology of cities, the contributors use a variety of approaches across a range of of locales and timespans to examine how urban natures are part of—and are s...
The Connected City explores how thinking about networks helps make sense of modern cities: what they are, how they work, and where they are headed. Cities and urban life can be examined as networks, and these urban networks can be examined at many different levels. The book focuses on three levels of urban networks: micro, meso, and macro. These levels build upon one another, and require distinctive analytical approaches that make it possible to consider different types of questions. At one extreme, micro-urban networks focus on the networks that exist within cities, like the social relationships among neighbors that generate a sense of community and belonging. At the opposite extreme, macro...
Significant, and usually unwelcome, surprises, such as floods, financial crisis, epileptic seizures, or material rupture, are the topics of Extreme Events in Nature and Society. The book, authored by foremost experts in these fields, reveals unifying and distinguishing features of extreme events, including problems of understanding and modelling their origin, spatial and temporal extension, and potential impact. The chapters converge towards the difficult problem of anticipation: forecasting the event and proposing measures to moderate or prevent it. Extreme Events in Nature and Society will interest not only specialists, but also the general reader eager to learn how the multifaceted field of extreme events can be viewed as a coherent whole.
In recent years, growth rates in the so-called 'Tiger economies' of Southeast Asia have been above the average not only for developing countries but for the world as a whole. Yet they fall short of the economic growth experienced during 1975 95. The underlying worry for policy makers is that the decrease presages the beginning of a downward trend, a worry that has been sharpened by the global recession. But are the Tiger economies under threat? And if so, what are the causes and how can they be addressed? This book employs a comparative analysis of the Southeast Asian Tiger economies, centered on Malaysia, to tackle these questions. The findings presented will be of particular interest to policy makers, academics, business people, and researchers.