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Resilience in the Digital Age 2021

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Fred S. Roberts, Igor A. Sheremet:
Resilience in the Digital Age. Lecture Notes in Computer Science 12660, Springer 2021, ISBN 978-3-030-70369-1

Resilience of SocioTechnological Systems

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Fred S. Roberts:
Chapter 1 Resilience Algorithms in Complex Networks. 3-15
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Igor A. Sheremet:
Chapter 2 Application of the Multigrammatical Framework to the Assessment of Resilience and Recoverability of Large - Scale Industrial Systems. 16-34
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  - series/lncs/HassaniKU21
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Hossein Hassani, Nadejda Komendantova, Stephan Unger:
Chapter 3 Vulnerability Assessment of Digitized Socio-technological Systems via Entropy. 35-44
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  - series/lncs/ErmolievaEOR21
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Tatiana Ermolieva, Yuri M. Ermoliev, Michael Obersteiner, Elena A. Rovenskaya:
Chapter 4 Two-Stage Nonsmooth Stochastic Optimization and Iterative Stochastic Quasigradient Procedure for Robust Estimation, Machine Learning and Decision Making. 45-74
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Rui Wang, Daniel Nakhimovich, Fred S. Roberts, Kostas E. Bekris:
Chapter 5 Robotics as an Enabler of Resiliency to Disasters: Promises and Pitfalls. 75-101

Data Science and Resilience

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Alexei Gvishiani, Michael Dobrovolsky, Alena Rybkina:
Chapter 6 Big Data and FAIR Data for Data Science. 105-117
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Fred S. Roberts:
Chapter 7 Data Science and Resilience. 118-138
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Peter Panfilov, Alexander Suleykin:
Chapter 8 Building Resilience into the Metadata-Based ETL Process Using Open Source Big Data Technologies. 139-153

Applications

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Muhammad Usman, M. Brandon Haworth, Glen Berseth, Petros Faloutsos, Mubbasir Kapadia:
Chapter 9 Towards Democratizing Human-Building Simulation and Analytics. 157-171
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Nadejda Komendantova, Love Ekenberg, Wolfgang Amann, Mats Danielson, Vasilis Koulolias:
Chapter 10 The Adequacy of Artificial Intelligence Tools to Combat Misinformation. 172-198

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