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An Introduction to Cognitive Economics = The Science of Mistakes
This book introduces readers to “cognitive economics,” a rapidly emerging interdisciplinary science built on economic, psychological, and data scientific foundations. Throughout the book, economist Andrew Caplin provides new approaches to help scholars collaborate and solve problems that can shape economic outcomes and bridge the gap between theoretical knowledge and the real world. Divide…
- Edition
- 1
- ISBN/ISSN
- 9783031730429
- Collation
- XI, 158 hlm; ill., lamp.,
- Series Title
- -
- Call Number
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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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- -
- Call Number
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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…
- Edition
- -
- ISBN/ISSN
- 978-3-658-42779-5
- Collation
- XV, 215
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- -
- Call Number
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The Everyday Life of an Algorithm
This open access book begins with an algorithm–a set of IF…THEN rules used in the development of a new, ethical, video surveillance architecture for transport hubs. Readers are invited to follow the algorithm over three years, charting its everyday life. Questions of ethics, transparency, accountability and market value must be grasped by the algorithm in a series of ever more demanding for…
- Edition
- 1
- ISBN/ISSN
- 9783030005788
- Collation
- IX, 151 hlm; ill., lamp.,
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- -
- Call Number
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Hypergraph Computation
This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particula…
- Edition
- 1
- ISBN/ISSN
- 978-981-99-0185-2
- Collation
- -
- Series Title
- Artificial Intelligence: Foundations, Theory, and Algorithms
- Call Number
- XVI, 244
Proceedings of PIANC Smart Rivers 2022 Green Waterways and Sustainable Navig…
This book is a compilation of selected papers from the 10th PIANC Smart Rivers Conference (Smart Rivers 2022). The work focuses on novel techniques for inland waterways and navigation structures. The contents make valuable contributions to academic researchers, engineers in the industry, and regulators of aviation authorities. As well, readers will encounter new ideas for realizing Green Waterw…
- Edition
- -
- ISBN/ISSN
- 9789811961380
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- -
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Entity Alignment
This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed …
- Edition
- -
- ISBN/ISSN
- 978-981-99-4250-3
- Collation
- XI, 247
- Series Title
- -
- Call Number
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Nanoscale: Visualizing an Invisible World
The world is made up of structures too small to see with the naked eye, too small to see even with an electron microscope. Einstein established the reality of atoms and molecules in the early 1900s. How can we see a world measured in fractions of nanometers? (Most atoms are less than one nanometer, less than one-billionth of a meter, in diameter.) This beautiful and fascinating book gives us a …
- Edition
- -
- ISBN/ISSN
- 9780262322522
- Collation
- -
- Series Title
- -
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Advanced Structured Prediction
The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. …
- Edition
- -
- ISBN/ISSN
- 0262322951
- Collation
- 1 online resource (ix, 415 pages) :illustrations.
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- -
- Call Number
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Predicting structured data
Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…
- Edition
- -
- ISBN/ISSN
- 9780262255691
- Collation
- 1 online resource (viii, 348 pages) :illustrations.
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- -
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