Improve consensus partitioning via a hierarchical procedure.
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac048
Abstract: Consensus partitioning is an unsupervised method widely used in high-throughput data analysis for revealing subgroups and assigning stability for the classification. However, standard consensus partitioning procedures are weak for identifying large numbers of stable subgroups.… read more here.
Keywords: analysis; consensus partitioning; hierarchical procedure; hierarchical consensus ... See more keywords
The Design of Hierarchical Consensus Mechanism Based on Service-Zone Sharding
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Engineering Management"
DOI: 10.1109/tem.2020.2993413
Abstract: The byzantine agreement protocol has a disadvantage that there are many limitations on node scalability, because the performance degradation may occur due to a large amount of traffic. Hence, this classical byzantine agreement algorithm seems… read more here.
Keywords: hierarchical consensus; consensus mechanism; consensus; service zone ... See more keywords