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To assess microsurgical and diagnostic cerebral angiography modules and their corresponding objective assessment scales as educational tools for European neurosurgical residents at the European Association of Neurosurgical Societies Resident Vascular Neurosurgery course, which was held in Prague, Czech Republic, on September 2013. Microsurgical skills and cerebral angiography are fundamental skills...
Boosting has been widely used for discriminative modeling of objects in images. Conventionally, pixel- and patch-based features have been used, but recently, features defined on multilevel aggregate regions were incorporated into the boosting framework, and demonstrated significant improvement in object labeling tasks. In this paper, we further extend the boosting on multilevel aggregates method to...
This work describes an application of machine learning to the synthesis and refinement of control strategy. Given a model of the target system's dynamic behavior, we describe a program that proposes possible control strategies and tests their behavior by exploring a curriculum of training problems. By generalizng from its successes and failures, the program learns to concentrate its efforts on control...
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