To evaluate the hyperparameter settings in the CLEF model, we conducted an ablation study to assess the contributions of the individual components to the model performance. Regarding the length of input sequences, shorter inputs (128 amino acids) improved T3SE predictions, likely due to N-termina...
visual search. The model proposes that when distractors are similar to the target (in terms of features like shape or orientation, e.g. angular slope), the visual search process is more effortful, engaging more bottom-down processes. In other words, the less salience difference between the t...
If you were bonded as a child, you can probably remember incidents from around age two or even earlier. An unbonded child spends all its time in protection mode trying to establish a bond; there is little time or energy for building memory networks when biology still has no safe space to ...
it is safe to ‘predict’ that over the next century, most earthquakes will occur onplate boundaries. This is not what most people have in mind when the phrase ‘earthquake prediction’ is used. Rather, it is understood to mean prediction of the location, size, and time of a specific ear...
Historically, accidents have been the primary triggers for identifying problems and developing mitigation strategies (Logan, 2008). The aviation industry has been shifting from a reactive to a proactive and predictive approach where potential unsafe events and precursors are identified beforehand and ...
frequency bands of the brain wave [16–18]. The limits of the frequency bands may differ across different authors. These features have been used as physiological triggers to activate and operate various assistive devices [19–21]. Although ERD [22,23] and MRCP [24–26] based studies have ...
The activation of intermediate signals such as Ca2+, ROS, and metalloproteinases (ADAM) triggers transactivation of epidermal growth factor (EGF) receptor (EGFR), promoting cell migration [46]; Activation of Nox52 + and calmodulin by Ca2 + leads to the growth and inflammatory response ...
166 Semiotic aspects of cues as stimuli, triggers or signals are discussed by Nöth (2000: sections III.3.1.2 and IV.8.2.2 therein). "A »cue« is an object or event which, after its occurrence, initiates processes that are functional with respect to the cue (advanta- geous with...
In this study, three machine learning techniques, the XGBoost (Extreme Gradient Boosting), LSTM (Long Short-Term Memory Networks), and ARIMA (Autoregressive Integrated Moving Average Model), are utilized to deal with the time series prediction tasks for
To generate such motion data, the location collector 316 in some embodiments collects data from one or more device sensors other than the location identification sensor(s). Such other sensor data can specify the mode of transit and thereby can be used to isolate driving data from non-driving ...