Internally we have been using chromosome 20 of human reference builds to benchmark tools and pipelines with datasets; it has a favorable size in terms of length, and not too many curveballs in terms of features.
In each tick of the simulation, evaluate the distances between each pair of connected nodes. If too great, insert a new node between them (adaptive subdivision). At some interval, insert new nodes in the chain to over-constrain the system and induce growth. The bends and undulations that em...
Research into ship collision accidents has advanced the analysis of their Risk Influential Factors (RIFs) from the simple domino theory to complex linear models. However, most studies on cause and effect still rely on chain structures (Özaydın et al., 2022). In real life, very few acc...
2.1.2. Encoder–Decoder The encoder and decoder are the two main components of the transformer model [29]. The encoder's role is to translate the sequence of natural language into a hidden representa- tion, and the decoder's role is to translate the hidden representation back into a ...
Features of Particle-Size Distribution on the Loess Plateau of China Caili Sun 1, Guobin Liu 1,2 and Sha Xue 1,* 1 State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau of Northwest A & F University, Yangling 712100, Shaanxi, China; suncaili2007@126.com (C....
If a node is successfully attacked, the edges connected to the node will also be removed. If a node is attacked by an attacker without the protection of the defender, it will be considered to be successfully attacked and removed from the network. However, if the node is protected by the ...
Hence, this study proposes a novel fuzzy controller with additional input parameters to keep indoor thermal comfort consistent with the corresponding number of oc‑ cupants. The process employs an automatic fuzzy rule generation method to simplify the task of generating rules in the fuzzy inference...
processes Article Research on a Carbon Emission Prediction Method for Oil Field Transfer Stations Based on an Improved Genetic Algorithm—The Decision Tree Algorithm Qinglin Cheng *, Xue Wang, Shuang Wang, Yanting Li, Hegao Liu, Zhidong Li and Wei Sun Key Lab of Ministry of Education for ...
a deep learning model that replaced the VGG19 model with a Fully Connected Layer (FCL) and Global Average Pooling (GAP) by converting the vibration signal into a short-time Fourier transform (STFT) or Mel-Frequency Cepstral Coefficients (MFCC) spectrogram and converting the input into a 2D ima...