This collection of papers contributes results to all aspects in knowledge discovery and data mining on the research level as well as on machine learning, information systems, the Internet, statistics, knowledge acquisition, data visualization, software re-engineering, and knowledge-based systems.
This collection of papers contributes results to all aspects in knowledge discovery and data mining on the research level as well as on machine learni...
Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.
New to the Second Edition
...
Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the mai...
Asweapproachthelimitsandcapabilitiesofmachines, we?ndthattheprinciple of diminishing returns is forcing scientists to turn their attention towardbiology to provide practical solutions to problems in our increasingly complex world.An emerging?eldofsciencethatstudies thesystemsrelatedtolife, its processesand evolution is known as Art?cial Life (ALife). It draws on the skills and talents of scientists from a variety of disciplines, including, but not limited to, biology, psychology, evolutionand computer science. These researchersareshowingthat, by using even simple simulations of the basic...
Asweapproachthelimitsandcapabilitiesofmachines, we?ndthattheprinciple of diminishing returns is forcing scientists to turn their attention towardbiolo...
