This book constitutes the refereed proceedings of the 45th German Conference on Artificial Intelligence, KI 2022, held in September 2022. The 12 full and 5 short papers were carefully reviewed and selected from 51 submissions. Additionally, five abstracts of invited talks are included. As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research. Due to COVID-19 the conference was held virtually. The chapter "Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Waste to Profit: Environmental Concerns and Sustainable Development gives information about selecting the most suitable technology for waste treatment and energy recovery under different conditions. It contains techno-economic analysis, life cycle assessment, optimization of tools and technologies, including overview of various technologies involved in the treatment of wastes and factors influencing the involved processes. Finally, it explores the environmental, socioeconomic, and sustainability impact of different waste-to-energy systems. Features: Reviews energy sources and technologies from waste, their environmental interactions, and the relevant global energy policies Provides overview of waste-to-energy technologies for a sustainable future Explores physicochemical properties involved in the pertinent process and technologies Gives a multidisciplinary view about energy conversion and management, planning, controlling, and monitoring processes Discusses information in transferring the technologies' industrial level and global level to meet the requirements of different countries This book is aimed at researchers and graduate students in environmental engineering, energy engineering, waste management, waste to energy, and bioenergy.

Chapter "Dynamically Self-Adjusting Gaussian Processes for Data Stream Modelling" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Antimicrobial resistance (AMR) is a global public health threat. The menace of antimicrobial resistance is present across health, animal, agriculture, food, and environment sectors. It, therefore, requires an inter-disciplinary combat approach- the one health approach, envisaged by the FAO-UNEP-WHO-WOAH Quadripartite (Food and Agriculture Organization of the United Nations (FAO), the UN Environment Programme (UNEP), the World Health Organization (WHO) and the World Organisation for Animal Health (WOAH). This comprehensive reference book provides a thorough understanding of antimicrobial resistance across different sectors. It presents deep insights and gives a global perspective on antimicrobial resistance for policymakers. The book offers essential and up-to-date information that enables researchers from multiple fields to design research on antimicrobial resistance. The book discusses molecular mechanisms and antibiotic resistance genes of significant antimicrobial-resistant pathogens, regulatory frameworks available worldwide, and mitigation strategies across the sectors, including probiotics, prebiotics, antimicrobial peptides, bacteriophages, phytochemical compounds, immunostimulants, vaccines, bacteriocins, etc. It compiles essays from leading experts in the field of antimicrobial resistance research. The book is meant for students and researchers in microbiology, medical microbiology, and public health. It is also helpful for clinicians and policymakers.

Reveals the full story of the British army's role in the most violent phase of the Troubles.