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Such models arise from approximating an unknown nonparametric response by a wavelet expansion.
High-dimensional models arise from the need for practitioners to improve the accuracy and validity of current models and to handle the increasing availability of data.
Major challenges for developing such analytical models arise from the fact that the two MAC protocols of 802.15.4 WPAN and 802.11 WLAN operate in different time scales and they employ distinct backoff and CCA mechanisms.
These models arise from a linearized approximation around the stable state, and are useful to describe the subthreshold response to weak inputs.
While broad theoretical implication arise form the biology/evolution of personality, more specific implications for socio-cognitive models arise from the neuroscience findings.
The strengths of GP models arise from their non-parametric nature, which enables us to put priors directly on a function rather than on the parameters of a parametric function.
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Participants explored new business models arising from automation and collaborative forms of work.
We present the bond graph basic elements in the light of lumped models arising from chemical engineering.
Task-level parallelism is used to concurrently evaluate the independent simulation models arising from a sparse grid stochastic collocation method.
This is especially important for boundary-representation models arising from, e.g., reverse engineering or CAD data transfer.
The course will emphasize both mathematical decision-making techniques, as well as popular data-based decision models arising from real applications.
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