Introducing connectivity constraints in the mining of dense subgraphs can enhance the connections between vertices. Accordingly, by combining the definitions of maximal cliques and strongly connected components, a directed clique is a subgraph structure where the underlying gra...
We study parallel connected components algorithms on GPUs in comparison with CPUs. Although straightforward implementation of PRAM algorithms performs relatively better on GPUs than on CPUs, the GPU memory subsystem performance is poor due to non-coalesced random accesses. We argue that generic sort-bas...
Strongly connected components (SCCs) are a significant subgraph structure in digraphs. In the previous work, an algorithm based on rough set theory (RST) called KGRSCC was proposed, which can compute SCCs with high efficiency. Notably, KGRSCC utilized a granulation strategy, which was designed ba...
Because the maximum number of connected components in a N × N-sized binary image is N × N/4, the maximum number of provisional labels will also be N × N/4. According the necessary times of raster scan for completing connected-component labeling, these algorithms can be divided ...
1(a)–(d)) so that it codifies the connected components that can survive along time. The idea is to replace the bar with endpoints (1,1) and (19,1) by respective bars from (1,1) to (13,1) and from (3,3) to (19,3), what will be formally described in next sections. 4. ...
Visualization through accessing the data from the lakehouse. Microsoft Power BI provides visualization capabilities to the lakehouse using Parquet connectors, and Azure Data Explorer clusters by using DirectQuery.ComponentsThe following components are referenced in this automotive connected fleets reference arch...
(2) create label matrix from the connected components in the binary image with unique values; and (3) convert the created label matrix into RGB color image of labeled regions, which offers a set of colour and texture features. Figure4shows an example of connected components based RGB ...
DatabaseTableGroup DatabaseTest DatabaseUnknown DatabaseVariable DatabaseWarning DataBindingSource DataCenter DataCompare DataField DataForm DataGenerationPlan DataGenerator DataGrid DataList DataMining DataMiningColumn DataMiningDimension DataMiningMethod DataMiningPrediction DataMiningQuery DataMiningStructure DataMi...
The application of new materials, components, architectures, algorithms, and theories will increase the energy efficiency of digital infrastructure by 100-fold. Future digital infrastructure construction will become more flexible and efficient. Most of today's data centers are built indoors. In the ...
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