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This book constitutes the thoroughly referred post-proceedings of the 11th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2005, held in Santiago de Compostela, Spain in November 2005. The 48 revised full papers presented together with an invited paper were carefully selected during two rounds of reviewing and improvement from an initial total of 147 submissions. The papers span the entire spectrum of artificial intelligence from foundational and theoretical issues to advanced applications in various fields.
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Innovation in interventional cardiology extends well beyond coronary stenting. Most of new technical advances will be incorporated soon in our curriculum for training interventional cardiologists. At the same time, most currently accredited interventionalists will need to incorporate these new developments in their catheterisation laboratories. The issue facing these physicians today is how to gain experience in new techniques and what can be done to make their learning curve as short as possible. The aim of this work is to provide the reader with a book that is at the same time both clinical and yet practically oriented, covering interventional techniques of special interest to the interven...
Quantum chemistry is simulating atomistic systems according to the laws of quantum mechanics, and such simulations are essential for our understanding of the world and for technological progress. Machine learning revolutionizes quantum chemistry by increasing simulation speed and accuracy and obtaining new insights. However, for nonspecialists, learning about this vast field is a formidable challenge. Quantum Chemistry in the Age of Machine Learning covers this exciting field in detail, ranging from basic concepts to comprehensive methodological details to providing detailed codes and hands-on tutorials. Such an approach helps readers get a quick overview of existing techniques and provides ...