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Deep Neural Networks and Data for Automated Driving
Deployment of modern data-driven machine learning methods, most often realized by deep neural networks (DNNs), in safety-critical applications such as health care, industrial plant control, or autonomous driving is highly challenging due to numerous model-inherent shortcomings. These shortcomings are diverse and range from a lack of generalization over insufficient interpretability and impl…
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- ISBN/ISSN
- 9783031012334
- Collation
- XVIII, 427
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Contextual Process Digitalization = Changing Perspectives – Design Thinking…
This open access book presents an overview and step-by-step explanation of process management. It starts with the individual participants’ perspectives on their work in a process and its structuring and harmonization, and then moves on to its specification in a model and how it is embedded in the organizational and IT environment of the company. Lastly, the book examines the joint processing …
- Edition
- 1
- ISBN/ISSN
- 9783030383008
- Collation
- X, 275 hlm; ill., lamp.,
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Data Spaces
igital transformation, data ecosystems, and Data Spaces are inevitable parts of our future. The book aims to educate the reader on data sharing and exchange techniques using Data Spaces. It will address and explore the cuttingedge theory, technologies, methodologies, and best practices for Data Spaces for both industrial and personal data. The book provides the reader with a basis for unde…
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- ISBN/ISSN
- 9783030986360
- Collation
- XX, 357
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Cloud-Based Remote Sensing with Google Earth Engine
This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. …
- Edition
- 1
- ISBN/ISSN
- 978-3-031-26588-4
- Collation
- XXI, 1226
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Industrielle Datenanalyse : Entwicklung einer Datenanalyse-Plattform für die…
Dieses Open Buch schlägt eine Brücke zwischen Theorie und Praxis für das produzierende Gewerbe im Zeitalter der Digitalisierung, der Industrie 4.0 und der Künstlichen Intelligenz. Es ist das Resultat eines vierjährigen Forschungsprojekts, das unter der Leitung des Instituts für Produktionssysteme der Technischen Universität Dortmund und der RapidMiner GmbH in Zusammenarbeit mit zwölf we…
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- ISBN/ISSN
- 978-3-658-42779-5
- Collation
- XV, 215
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Industry 4.0 for SMEs : Challenges, Opportunities and Requirements
Dominik T. Matt holds the Chair for Production Systems and Technologies and heads the Industrial Engineering and Automation (IEA) research department in the Faculty of Science and Technology at the Free University of Bozen-Bolzano, Italy. Dominik is also the Director of Fraunhofer Italia, the largest applied research organization in Europe. Vladimír Modrák is Professor of Manufacturing Tec…
- Edition
- 1
- ISBN/ISSN
- 9783030254254
- Collation
- XXXV, 412 hlm; ill., lamp.,
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Data Collection in Fragile States : Innovations from Africa and Beyond
‘This open access book addresses an urgent issue on which little organized information exists. It reflects experience in Africa but is highly relevant to other fragile states as well.’ —Constantine Michalopoulos, John Hopkins University, USA and former Director of Economic Policy and Co-ordination at the World Bank Fragile countries face a triple data challenge. Up-to-date information…
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- 1
- ISBN/ISSN
- 9783030251208
- Collation
- XXXI, 243 hlm; ill., lamp.,
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Manual of Digital Earth
This open access book offers a summary of the development of Digital Earth over the past twenty years. By reviewing the initial vision of Digital Earth, the evolution of that vision, the relevant key technologies, and the role of Digital Earth in helping people respond to global challenges, this publication reveals how and why Digital Earth is becoming vital for acquiring, processing, analysing…
- Edition
- 1
- ISBN/ISSN
- 9789813299153
- Collation
- XIX, 852 hlm; ill., lamp.,
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Real-time Linked Dataspaces : Enabling Data Ecosystems for Intelligent Systems
This open access book explores the dataspace paradigm as a best-effort approach to data management within data ecosystems. It establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems. The book introduces a set of specialized best-effort techniques and models to enable loose administrative proximity and semantic integration …
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- 1
- ISBN/ISSN
- 9783030296650
- Collation
- XXIII, 325 hlm; ill., lamp.,
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Data-Driven Fault Detection and Reasoning for Industrial Monitoring
This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classification, isolation, and reasoning are studied in detail. These methods can be used to improve the safety and reliability of industrial processes. Fault diagnosis, including fault detection and reasoning, has attracted engineers and scien…
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- ISBN/ISSN
- 9789811680441
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- -
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