We introduce two block coordinate descent algorithms for solving optimization problems with ordinary differential equations (ODEs) as dynamical constraints. In contrast to prior algorithms, ours do not need to implement sensitivity analysis methods to evaluate loss function gradients. They result from the...
Although algorithms have been run with the collected ECGs, it was not possible to adequately assess their performance (e.g., by means of sensitivity and specificity values) since no ECG annotation was performed by experts. 25.4.3.1.1 Segmentation The present methodology was employed to segment th...
The real image followed by the different attribution maps generated using (top-->bottom) LIME, Sliding-Patch, Meaningful Perturbation and SmoothGrad algorithms. We show the sensitivity (left-->right) of each explanation algorithm with respect to its respective hyperparameter. ...
a trap design that is effective, a trap structure that optimally accommodates all the required electronics, a high optical resolution but low-power consuming optical system, a good wireless communication system, data access and picture display, image recognition algorithms, and a reliable power supply...
With the initial FEM and optimization algorithms, these model-based methods can identify the location and severity of structural damage, but the identification accuracy depends on the level and the proper treatment of uncertainties in the structural modeling and measurement noise. On the other hand, ...
This study presents sensitivity-based adaptive model-free adaptive displacement and velocity control algorithms for unknown single-input multi-output (SIMO) systems using recursive least squares (RLS) with exponential forgetting. Nonlinearities in real-world systems make predictions of the dynamic behaviors...
Bidirectional Grid Long Short-Term Memory (BiGridLSTM): A Method to Address Context-Sensitivity and Vanishing Gradient. Algorithms 2018, 11, 172. https://doi.org/10.3390/a11110172 AMA Style Fei H, Tan F. Bidirectional Grid Long Short-Term Memory (BiGridLSTM): A Method to Address Context...