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The latest advances in Artificial Intelligence and (deep) Machine Learning in particular revealed a major drawback of modern intelligent systems, namely the inability to explain their decisions in a way that humans can easily understand. While eXplainable AI rapidly became an active area of research in response to this need for improved understandability and trustworthiness, the field of Knowledge Representation and Reasoning (KRR) has on the other hand a long-standing tradition in managing information in a symbolic, human-understandable form.This book provides the first comprehensive collection of research contributions on the role of knowledge graphs for eXplainable AI (KG4XAI), and the papers included here present academic and industrial research focused on the theory, methods and implementations of AI systems that use structured knowledge to generate reliable explanations. Introductory material on knowledge graphs is included for those readers with only a minimal background in the field, as well as specific chapters devoted to advanced methods, applications and case-studies that use knowledge graphs as a part of knowledge-based, explainable systems (KBX-systems). The final chapters explore current challenges and future research directions in the area of knowledge graphs for eXplainable AI.The book not only provides a scholarly, state-of-the-art overview of research in this subject area, but also fosters the hybrid combination of symbolic and subsymbolic AI methods, and will be of interest to all those working in the field.

This book presents both the basic principles of high voltage science and deals with the practical application of this knowledge. The fusion of basic knowledge and practical usage has prompted the addition of subject areas to those already well known: a chapter on fieldgrading; a chapter on breakdown statistics; a section on tracing breakdown and; a method for checking tg ¿- measurements. Blending basics and practice has also influenced the treatment of the topics. The author critically reviewed field calculations; studied combinations of dielectrics in a systematic way; related test specifications to insulation coordination and; critically reviewed discharge tests. Industrial High Voltage is published in two volumes and is divided into six fields. Volume I: Electric Fields: behavior and calculation; Dielectrics: breakdown mechanisms and applications; Constructions: combinations of dielectrics and field grading. Volume II: Co-ordination: deriving test specifications from insulation co-ordination; Testing: generating and measuring high voltages, statistics; Measuring: C, tg ¿, partial discharges.

During his 31-year tenure as director of the U.S. National Library of Medicine (NLM), Donald A.B. Lindberg M.D. dramatically increased access to knowledge about health issues, medicine, medical care, the health professions, and health literacy. As an enthusiastic visionary with a plan, his aim was to bring about a more efficient transfer and use of information and data. Dr. Lindberg and the NLM helped transform and reshape medicine and the health system in the 20th and 21st centuries. Dr. Lindberg envisioned, encouraged, and supported the development of electronic health records and telemedicine. Coupled with the evolution of the Internet, these technologies made health systems more efficient for research, the delivery of clinical services, the education of health professionals, bioethics, improving the public's health literacy, and disease prevention strategies. Dr. Lindberg also was committed to enhancing the capacity of underserved and minority populations to make use of NLM's health information resources.Transforming Biomedical Informatics and Health Information Access is a tribute to Don Lindberg and the NLM. The book is divided into four sections. The first documents the advances in biomedical informatics during Dr. Lindberg's career, emphasizing the contributions made by teams of talented individuals at the NLM. The second section describes how the NLM's creation of new methods of access to diverse biomedical databases improved information access for healthcare professionals, biomedical researchers, and the public. The third section explains how NLM's outreach programs improved access to health information among underrepresented audiences and communities. The more informal fourth section provides brief memoirs about Dr. Lindberg's life, character, and humanism.

Proceedings of the Twelfth International Conference FOIS 2021.

The 11th International Conference on Electronics Communications and Networks CECNet November 1821 2.

Proceedings of the 2021 EFMI Special Topic Conference.

Proceedings of the 6th International Technical Conference on Frontiers of HCET 2021.

Proceedings of the CMMHC 2021 Workshop.

Cyberspace is a ubiquitous realm interconnecting every aspect of modern society, enabled by broadband networks and wireless signals around us, existing within local area networks in our schools, hospitals and businesses, and within the massive grids that power most countries. Securing cyberspace to ensure the continuation of growing economies and to protect a nations way of life is a major concern for governments around the globe.This book contains papers presented at the NATO Advanced Research Workshop ARW entitled Best Practices and Innovative Approaches to Develop Cyber Security and Resiliency Policy Framework, held in Ohrid,

Proceedings of the 17th International Conference on Semantic Systems 69 September 2021 Amsterdam Th.

Proceedings of the 20th International Conference on New Trends in Intelligent Software Methodologie.

Proceedings of dHealth 2021 Health Informatics Meets Digital Health.

Proceedings of MIE 2021.

Workshop Proceedings of the 17th International Conference on Intelligent Environments.