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An introduction to learning from data streams

An introduction to learning from data streams

This video was recorded at SUMO Summer School on Non-Linear Dynamics Machine Learning and Climate Modeling, Ohrid 2013. Within the project Super modeling by combining imperfect models funded by the ICT FET Open program of the EU, experts from non-linear dynamics, machine learning, and climate science will give lectures on a novel concept of improved modeling from three different perspectives (nonlinear dynamics, machine learning, and climate modeling). This concept has been applied to improve climate change projection. The concept is expected to be also applicable in problem areas other than climate modeling where a small number of alternative models exist of the same real-world complex system.

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