MPM: a hierarchical clustering algorithm using matrix partitioning method for non-numeric data[J].Journal of intelligent information systems 2006,2(2).Jiau H C;Su Y J;Lin Y M;.MPM:a hierarchical clustering algo
Holography is a long-existing concept first raised by Dennis Gabor in the late 1940s, which aimed at improving resolution in electron microscopy1. In the 1960s, the development of laser technology enabled practical optical holography2,3. Early demonstration of optical holography can be described wi...
Fuzz testing simulates the modus operandi of an attacker, who is going to try all forms of input, providing values a developer would normally not consider normal (e.g., special characters like “∼” or “!” in a text field that expects names), with the hope of triggering behavior ...
In addition, the fea- tures containing no numeric values were also removed. As a result, 696 features were selected for further analysis. Given that the training set contained 930 images, 696 features might raise the concern of overfitting. To address this concern, we reduced the number of ...
The proposed method for the distinction of SAR-CoV-2 comprises five steps: (1) Data collection: a total of 1582 samples, including 615 SARS-CoV-2 and 967 non-SARS-CoV-2 samples, (2) Conversion of the DNA“characters” into numeric values for rapid and more efficient processing, (3) Th...
Resistance to EGFR inhibitors (EGFRi) presents a major obstacle in treating non-small cell lung cancer (NSCLC). One of the most exciting new ways to find potential resistance markers involves running functional genetic screens, such as CRISPR, followed b
IO.IOException' occurred in mscorlib.dll. Additional information: The process cannot access the file because it is being used by another process. Angle between two lines Anti debugging code in C# any equivalent in c# for bytearray outputstream/inputstream and data outputstream/inputstream? App ...
Tensor A multi-dimensional array of numeric values, often used to represent data in deep learning models. Note: tensor and vectors are related. A vector is a 1-dimensional array of numeric values, while a tensor is a generalized form of a vector that can exist in more than 1-dimension. ...
trustworthy_cells=result$full_results$trustworthy_cells[result$full_results$perplexity=='40']trustworthy_cells=as.numeric(strsplit(trustworthy_cells,',')[[1]]) DimPlot(data,reduction='tsne',cells.highlight=list('dubious'=dubious_cells,'trustworthy'=trustworthy_cells))+scale_color_manual(values=c(...
For all protein sequences, the model input the same shape of a matrix, which have been elaborated in section Encoding of Protein Pair. According to the tuning and exploring in the model (details illustrated in Additional file 1), we settled the hyper-params and dataset for our model. Final...