In any discussion of AI algorithms, it's important to also underscore the value of using the right data in the training of algorithms. There are numerous characteristics that define what the right data for an AI algorithm should be. At the most basic level, the data needs to be relevant t...
Moreover, the value of leftover pax unit cost has a significant effect on the selection of vehicle types, but has little effect on the number of trips or departures. This work shows that the higher the leftover pax unit cost is, the higher the number of large vehicle types is....
Fig. 2. Flow chart of PSO algorithm using the proxy model. 4. Results In this section, we show the results of proxy modeling and its application for well placement optimization problems in a heterogeneous 2D synthetic field and the channelized 3D Egg model. 4.1. 2D synthetic field 4.1.1. ...
For each region, gene selection criteria were as follows: (1) either GRAIL P value <0.05 or DEPICT false discovery rate (FDR) <0.05; (2) the effect of a given allele on eGFRcrea and on eGFRcys was direction-consistent and their ratio was between 0.2 and 5 (to ensure relative ...
The lamprey, a primitive jawless vertebrate whose ancestors diverged from all other vertebrates over 500 million years ago, offers a unique window into the ancient formation of the retina. Using single-cell RNA-sequencing, we characterize retinal cell ty
Increasing evidence has revealed the large-scale nonstationary synchronizations as traveling waves in spontaneous neural activity. However, the interplay of various cell types in fine-tuning these spatiotemporal patters remains unclear. Here, we performed comprehensive exploration of spatiotemporal synchroniz...
yaxis shows the ratio of selected interactions that are also marked as interactions in STRING. The dashed line indicates the random selection background; the orange line indicates the results of selection using motif–motif contribution score correlation; the red line marks the mean of causal ...
Second, we used automated feature engineering to pull out meaningful features from the datasets, and then we designed a feature selection strategy to obtain the optimal combination of features to feed the model. Finally, we trained the model using the processed dataset with step-wise tuning to ...
Indeed, a recent study of long-term experimental evolution in E. coli unmasking DNA topology as a key target for selection identified fitness-enhancing mutations in topoisomerase and fis genes [27]. Furthermore, such "evolved" populations possess high adaptational flexibility [3]. We propose that...
6469991 Method for overload control in a multiple access system for communication networks October, 2002 Chuah 6466800 Method and system for a wireless communication system incorporating channel selection algorithm for 2.4 GHz direct sequence spread spectrum cordless telephone system October, 2002 Sydon ...