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Adversarial Robustness for Machine Learning (True PDF, EPUB)

Adversarial Robustness for Machine Learning (True PDF, EPUB)
English | 2022 | ISBN: 0128240202 | 300 pages | True PDF EPUB | 31.89 MB
Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and veri?cation. Sections cover adversarial attack, veri?cation and defense, mainly focusing on image classi?cation applications which are the standard benchmark considered in the adversarial robustness community. Other sections discuss adversarial examples beyond image classification, other threat models beyond testing time attack, and applications on adversarial robustness. For researchers, this book provides a thorough literature review that summarizes latest progress in the area, which can be a good reference for conducting future research.

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Advances in Power System Modelling, Control and Stability Analysis (Energy Engineering), 2nd Edition

Advances in Power System Modelling, Control and Stability Analysis (Energy Engineering), 2nd Edition
English | 2022 | ISBN: 978-1839535758 | 764 pages | True PDF EPUB | 82.52 MB
Power systems are becoming increasingly complex as well as flexible, able to integrate distributed renewable generation, EV, and additional loads. This expanded and updated second edition covers the technologies needed to operate modern power grids.

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Advances in Hydrology and Climate Change Historical Trends and New Approaches in Water Resources Management

Advances in Hydrology and Climate Change Historical Trends and New Approaches in Water Resources Management
English | 2022 | ISBN: 1774910306 | 557 pages | True PDF | 58.37 MB
Highlighting recent trends that employ innovative management and conservation approaches, this volume provides an informative overview of the issues and challenges in water resources affected by climate change, such as drought, flooding, glacier changes, and overbuilt-up urban areas. Focusing on surface and groundwater related issues, the book presents solutions that include such methods as morphometric assessment, parameter estimation, long-term trend analysis, sustainability indexes, storm water management models, entropy-based measurement of long-term precipitation, and more. The volume focuses on providing a better understanding of climatic uncertainty through hydrometeorological data sets and their application in hydrological modeling. These analyses help to serve as the basis for the design of flood-control and water-usage management policies.

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Advances in Chronic and Neuropathic Pain (Contemporary Rheumatology)

Advances in Chronic and Neuropathic Pain (Contemporary Rheumatology)
English | 2022 | ISBN: 3031106865 | 401 pages | True PDF EPUB | 45.64 MB
This book is an in depth guide to chronic and neuropathic pain. The issue of chronic and neuropathic pain is very prevalent, yet only a fraction of the symptoms and root causes, as well as potential treatment plans, are properly understood. Additionally, less than half of cases are accurately identified and properly treated. The existing drugs, although classified as very strong and powerful, cannot provide lasting relief to chronic and neuropathic pain. Thus, with all the unique features of this condition, this book presents a systematic way of diagnosing and approaching this condition so every practitioner can appropriately treat their patients.

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