Carlo De Michele's Books

Extremes in Nature

An Approach Using Copulas

By: Gianfausto Salvadori,Carlo De Michele,Nathabandu T. Kottegoda,Renzo Rosso

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Extremes in Nature

An Approach Using Copulas

By: Gianfausto Salvadori,Carlo De Michele,Nathabandu T. Kottegoda,Renzo Rosso

This book is about the theoretical and practical aspects of the statistics of Extreme Events in Nature. Most importantly, this is the first text in which Copulas are introduced and used in Geophysics. Several topics are fully original, and show how standard models and calculations can be improved by exploiting the opportunities offered by Copulas. In addition, new quantities useful for design and risk assessment are introduced.

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Page Count

304

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1402044151

ISBN 13

9781402044151

Long-term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning

A Practical Strategy Via Structural Displacements from Synthetic Aperture Radar Images

By: ALIREZA. BEHKAMAL ENTEZAMI (BAHAREH. DE MICHELE, CARLO.),Bahareh Behkamal,Carlo De Michele

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Long-term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning

A Practical Strategy Via Structural Displacements from Synthetic Aperture Radar Images

By: ALIREZA. BEHKAMAL ENTEZAMI (BAHAREH. DE MICHELE, CARLO.),Bahareh Behkamal,Carlo De Michele

This book offers an in-depth investigation into the complexities of long-term structural health monitoring (SHM) in civil structures, specifically focusing on the challenges posed by small data and environmental and operational changes (EOCs). Traditional contact-based sensor networks in SHM produce large amounts of data, complicating big data management. In contrast, synthetic aperture radar (SAR)-aided SHM often faces challenges with small datasets and limited displacement data. Additionally, EOCs can mimic the structural damage, resulting in false errors that can critically affect economic and safety issues. Addressing these challenges, this book introduces seven advanced unsupervised learning methods for SHM, combining AI, data sampling, and statistical analysis. These include techniques for managing datasets and addressing EOCs. Methods range from nearest neighbor searching and Hamiltonian Monte Carlo sampling to innovative offline and online learning frameworks, focusing on data augmentation and normalization. Key approaches involve deep autoencoders for data processing and novel algorithms for damage detection. Validated using simulated data from the I-40 Bridge, USA, and real-world data from the Tadcaster Bridge, UK, these methods show promise in addressing SAR-aided SHM challenges, offering practical tools for real-world applications. The book, thereby, presents a comprehensive suite of innovative strategies to advance the field of SHM.

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Page Count

123

Publisher

Springer Nature

Published Date

ISBN 10

3031539958

ISBN 13

9783031539954

Principles of Copula Theory

By: Fabrizio Durante,Carlo Sempi

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Principles of Copula Theory

By: Fabrizio Durante,Carlo Sempi

This book gives readers the solid and formal mathematical background to apply copulas to a range of mathematical areas, such as probability, real analysis, measure theory, and algebraic structures. The authors prove the results as simply as possible and unify various methods scattered throughout the literature in common frameworks, including shuffles of copulas. They also explore connections with related functions, such as quasi-copulas, semi-copulas, and triangular norms, that have been used in different domains.

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Page Count

331

Publisher

CRC Press

Published Date

ISBN 10

1439884447

ISBN 13

9781439884447

Masters of Two Arts

Re-creation of European Literatures in Italian Cinema

By: Carlo Testa

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Masters of Two Arts

Re-creation of European Literatures in Italian Cinema

By: Carlo Testa

Carlo Testa demonstrates that while pairings of famed directors and writers are commonplace in modern Italian cinema, the study of the interrelation between Italian cinema and European literature has been almost completely neglected in film scholarship.

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Page Count

380

Publisher

University of Toronto Press

Published Date

ISBN 10

0802084753

ISBN 13

9780802084750

Book's by Carlo De Michele

Extremes in Nature

Extremes in Nature

Long-term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning

Long-term Structural Health Monitoring by Remote Sensing and Advanced Machine Learning

Principles of Copula Theory

Principles of Copula Theory

Masters of Two Arts

Masters of Two Arts

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