Algorithm 1. Three-way decisions with GTRS based thresholds. 3.4. Proposed first approach: 3WDDEN The first proposed approach, i.e., 3WDDEN, extends dynamically expandable network approach by introducing three-way decisions that is implemented through GTRS for categorizing the network's nodes. ...
FIGURE 3. Basic geometry of the truncated spherical configuration for the development of the TTR algorithm. The 3-D image within the reconstruction sphere, which has a radius of R0, is obtained by summing all the images reconstructed at each slice orientation in which a complete set of 2-D ...
We reformulate this gyroscopic QEP into a \\(op \\) -palindromic QEP, which is further transformed into a structured generalized eigenvalue problem for which we have established a structure-preserving shift-and-invert Arnoldi algorithm. Moreover, to accelerate the inner iterations of the shift-...
noise caused by light reflection; the calibration plate point cloud was separated by HLS space, and the maize tassel point cloud is corrected based on the actual size of the calibration plate [35]; the outlier noise points were then removed based on the statistical filtering algorithm as ...
systems will be deciphered in the near future. Additionally, a 4D-STEM-based multislice electron tomography algorithm66allows measurements to be taken with the sample in the out-of-focus state, overcoming the limitation imposed by the depth of focus on the sample size. Since the multislice-...
This study aims to understand through statistical learning the basic biophysical mechanisms behind three-dimensional folding of epigenomes. The 3DEpiLoop algorithm predicts three-dimensional chromatin looping interactions within topologically associating domains (TADs) from one-dimensional epigenomics and transcri...
When an error or some unexplained interruption of the scripts happens during a morphological analysis, it is always possible to enabledebug_plotsand reconstruct step-by-step what the algorithm of interest is doing. As a general guidelines (not always respected), the colors of points, surfaces etc...
Ensemble learning Genetic algorithm Metabolic reprogramming Web toolSections Figures References Abstract Introduction Methods and materials The details of machine learning methods of basic learners Results Pan-cancer analysis Discussion Data availability References Acknowledgements Author information Ethics declarations...
Therefore, the newly devised FBGU algorithm is a flexible and an accurate means of representing complex small-scale sub-seismic fault zone geometry into low-resolution conventional upscaled production models regardless of the structures, size and location of the fault zone components, and regardless ...
& Miao, J. Accurate real space iterative reconstruction (RESIRE) algorithm for tomography. Sci. Rep. 13, 5624 (2023). Article ADS CAS PubMed PubMed Central Google Scholar Lloyd, S. Least squares quantization in PCM. IEEE Trans. Inf. Theory 28, 129–137 (1982). Article MathSciNet ...