This open access book focuses on the concepts, tools and techniques needed to successfully model ever-changing time-series data. It emphasizes the need for general models to account for the complexities of the modern world and how these can be applied to a range of issues facing Earth, from modelling volcanic eruptions, carbon dioxide emissions and global temperatures, to modelling unemployment…
This open access textbook offers a critical introduction to human and economic development prospects in Africa revolving around three questions: where is Africa today, what explains the current state, and, given historical trends and what we know about the world, where do we think the continent will be in 2040? And, a final question: what can we do to create a better tomorrow? It models ambitio…
This open access book presents new developments in the field of demographic forecasting, covering both mortality, fertility and migration. For each component emerging methods to forecast them are presented. Moreover, instruments for forecasting evaluation are provided. Bayesian models, nonparametric models, cohort approaches, elicitation of expert opinion, evaluation of probabilistic forecasts …
African cities and collaborative futures: Urban platforms and metropolitan logistics brings together scholars from across the globe to discuss the nature of African cities – the interactions of residents with infrastructure, energy, housing, safety and sustainability, seen through local narratives and theories. This groundbreaking collection, drawing on a variety of fields and extensive first…
This book explores how predictive policing transforms police work. Police departments around the world have started to use data-driven applications to produce crime forecasts and intervene into the future through targeted prevention measures. Based on three years of field research in Germany and Switzerland, this book provides a theoretically sophisticated and empirically detailed account of ho…
Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy production is the volatility of intermittent power generation due mainly to weather conditions. …