The methodology is general but was initially motivated from cluster analysis of microarray experiments. Most current algorithms aim to assign all genes into clusters. For many biological studies, however, we are mainly interested in identifying the most informative, tight, and stable clusters of sizes...
The tight clustering algorithm provides tight and stable relevant clusters as output while leaving a set of points as noise or scattered points, that would not go into any cluster. However, the computational limitation to achieve this precise target of tight clusters prohibits it from being used ...
The contribution of the epicardium, the outermost layer of the heart, to cardiac regeneration has remained controversial due to a lack of suitable analytical tools. By combining genetic marker-independent lineage-tracing strategies with transcriptional profiling and loss-of-function methods, we report he...
{7} n factor as compared to applying Thorup's tree packing theorem directly. Then, we combine Kutten and Peleg's tree partitioning algorithm and Karger's dynamic programming to achieve an efficient distributed algorithm that finds the minimum cut when we are given a spanning tree that crosses ...
A vertical planter or a cluster of such planters can make your outdoor space cooler and lovelier. Here are cool power and tower planters ideas.
Hierarchical clustering with an uncentered correlation metric was performed by using a single linkage method of the software Cluster 3.0 (41), and the clustering tree and heat map were visualized by the software Java Treeview (42). In the heat map, the miRNAs with a value of more than +5...
The spectrum observed for the complex contains all the features expected for a folded protein, such as the cluster of high field-shifted methyl signals between 0 and 0.6 ppm and a significant number of resonances from backbone amide groups between 8.5 and 9.5 ppm. In addition, the line widths...
Cluster EDI convection measurements across the high-latitude plasma sheet boundary at midnight We examine two crossings of three Cluster satellites from the polar cap into the high-latitude plasma sheet at midnight local time, using data from the Ele... JM Quinn,G Paschmann,RB Torbert,... - ...
since it has a small fraction of the number of parameters. Second, it provides a real-valued representation of each sequence that can be used to cluster sequences or determine similarity between them in later stages of the pipeline. Given these advantages, we prefer the autoencoder to one-hot...
The study used sophisticated machine learning techniques, specifically self-organizing map (SOM) and cluster analysis, to provide a comprehensive assessment. The study found that reservoir quality varied throughout the Eocene rock units, with some reservoirs having high effective porosity and hydrocarbon ...