In this paper, a reliable but simple identification method, here called the weighting ensemble least-square method (WELS), has been developed to extract all eight flutter derivatives of bridge deck from free vibration records.
These signals are progressively fed into a dynamic weighting ensembles algorithm, called Learn++NC, for fault classification.
where w is the weight of ensemble member #004.
Several preprocessing steps have been applied to the data, including temporal normalization to give the data equal weight and ensemble mean subtraction to remove first-order nonstationarity [27].
This paper presents an information-theoretical method for weighting ensemble forecasts with new information.
Moreover, we will introduce a novel procedure of weighting ensemble components, i.e. decision trees, by assigning a weight to each leaf of the tree.
This paper presents an incremental way to design the decision module of a diagnostic system by resorting to dynamic weighting ensembles of classifiers.
The article addresses various facets of the detection challenge, including: file representation and feature selection methods, classification algorithms, weighting ensembles, as well as the imbalance problem, active learning, and chronological evaluation.
A weighted ensemble method is adopted, and the weights are determined by RVM method.
Mr. Knussen's musical language here stretches beyond old ideas of tonal agreement and weights its ensemble sound toward winds and keyboard instruments, elements that are anything but Romantic.
Furthermore, a novel weight-based ensemble method is utilized in it.
