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Scalable Uncertainty Management
This book constitutes the refereed proceedings of the 12th International Conference on Scalable Uncertainty Management, SUM 2018, which was held in Milan, Italy, in October 2018. The 23 full, 6 short papers and 2 tutorials presented in this volume were carefully reviewed and selected from 37 submissions. The conference is dedicated to the management of large amounts of complex, uncertain, incomplete, or inconsistent information. New approaches have been developed on imprecise probabilities, fuzzy set theory, rough set theory, ordinal uncertainty representations, or even purely qualitative models.
Service-Oriented Computing
These two volumes constitute the proceedings of the 21st International Conference, ICSOC 2023, held Rome, Italy, during November 28–December 1, 2023. The 35 full papers and the 10 short papers included in this volume were carefully reviewed and selected from 208 submissions. The volumes focus on cutting-edge topics like artificial intelligence, machine learning, big data analytics, the Internet of Things (IoT), and emerging technologies such as quantum computing, blockchain, chatbots, and sustainable green IT solutions.
Transcriptomics of Fruit Growth, Development and Ripening
Plant fruits are important from a biological, nutritional, and economic perspective. Fruits are primary sources of minerals, vitamins, sugars, organic acids, proteins, and pigments (among other nutrient compounds) for animals and humans, and there exist a vast variety of forms, sizes, and flavors produced by plants. Since fruit biological function is determined through the expression of specific genes, it is important to identify and characterize those genes involved in each developmental and ripening stage, which can be achieved using transcriptomic approaches.
Advances and Insights in the Diagnosis of Viral Infections and Vaccines Development in Animals
Viral infections in animals occasionally develop potentially fatal diseases that affect almost all organs. Especially in zoonotic diseases, the causative agents that usually exist in animals can be transmitted between animal species to humans directly or via a vector. Throughout recent history, disease outbreaks and pandemics including SARS, H7N9, Ebola, and COVID-19, have led to a dramatic loss of human life worldwide and harmed economic growth. The most effective strategies for the control of disease are vaccination and early diagnosis. Vaccines directed against viral and bacterial pathogens prevent catastrophic losses of life in humans, other animals, and plants, and are considered among ...
Advanced Parallel Processing Technologies
This book constitutes the refereed proceedings of the 15th International Symposium on Advanced Parallel Processing Technologies, APPT 2023, held in Nanchang, China, during August 4–6, 2023. The 23 full papers and 1 short papers included in this book were carefully reviewed and selected from 49 submissions. They were organized in topical sections as follows: High Performance Computing and Parallelized Computing, Storage Systems and File Management, Networking and Cloud Computing, Computer Architecture and Hardware Acceleration, Machine Learning and Data Analysis, Distinguished Work from Student Competition.
iFM 2023
This volume LNCS 14300 constitutes the refereed proceedings of the 18th International Conference, IFM 2023, in November 2023, held in Leiden, The Netherlands. The 16 full papers presented together with 2 short papers were carefully reviewed and selected from 51 submissions. The conference focuses on all aspects of the design of integrated techniques, including language design, verification and validation, automated tool support, and the use of such techniques in software engineering practice.
Software Engineering and Formal Methods
This book constitutes the refereed proceedings of the 19th International Conference on Software Engineering and Formal Methods, SEFM 2021, held as a virtual event, in December 2021. The 22 full papers presented together with 4 short papers were carefully reviewed and selected from 86 submissions. Also included are 2 invited talks and an abstract of a keynote talk. The papers cover a large variety of topics, including testing, formal verification, program analysis, runtime verification, meta-programming and software development and evolution. Chapter 'Configuration Space Exploration for Digital Printing Systems' is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
NASA Formal Methods
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Federated Learning
Federated Learning: Theory and Practi ce provides a holisti c treatment to federated learning as a distributed learning system with various forms of decentralized data and features. Part I of the book begins with a broad overview of opti mizati on fundamentals and modeling challenges, covering various aspects of communicati on effi ciency, theoretical convergence, and security. Part II featuresemerging challenges stemming from many socially driven concerns of federated learning as a future public machine learning service. Part III concludes the book with a wide array of industrial applicati ons of federated learning, as well as ethical considerations, showcasing its immense potential for dri...
