We propose a model-based approach to unify clustering and network modeling using time-course gene expression data. Specifically, our approach uses a mixture model to cluster genes. Genes within the same cluster share a similar expression profile. The network is built over cluster-specific expression...
Cluster-based network model for time-course gene expression data. We propose a model-based approach to unify clustering and network modeling using time-course gene expression data. Specifically, our approach uses a mixtur... LYT Inoue - 《Biostatistics》 被引量: 55发表: 2007年 Clust...
This paper analyzes the speech big data cluster modeling based on joint neural network and Spark-SVM. As one of the important functions of graph data mining and analysis applications, graph clustering mainly implements classification operations on each node in the graph model based on clusters, and...
social network analysismodel based clusteringlatent variable modelslatentnet is a package to fit and evaluate statistical latent position and cluster models for networks. Ho铿 , Raftery, and Handcock (2002) suggested an approach to modeling networks based on positing the existence of an latent space...
In contrast, routing focuses on defining the most effective path for data to traverse through the network, ensuring timely and reliable data delivery and reducing energy consumption. Therefore, this study proposes a new Metaheuristic-Based Dual Cluster Head Selection with Routing Protocol (MBDCHS-RP)...
To maximize the throughput of the network, a joint BS association and power control algorithm was proposed in [18]. Literature [19] presented an edge caching and computation resource management to minimize the delay in the Internet of Vehicles. However, few work focuses on EE for CUPS-based ...
3.1.3 Cluster-based routing protocols Generally, cluster-based routing protocols are more suitable for network cluster topology. As shown in Fig. 17, every cluster has one cluster head which is responsible for intra- and inter-cluster management purposes. The intra-cluster nodes interact with one...
Extensible Cluster-Based Scalable Network Services基于可扩展的网络服务的可扩展集群 热度: Modeling taxi services with smartphone-based e-hailing applications 热度: A solution with security concern for rfid based track trace services in epcglobal enabled supply ...
A cluster has three basic elements—a collection of individual computers, a network connecting those computers, and software that enables a computer to share work among the other computers via the network. For most people, the most likely thing to come to mind when speaking of multicomputers is...
Using a machine learning approach, we classify the structures based on residue energetics to identify distinguishing and unifying features. Our energetic profiling suggests that minimal sequence elements control the stability of tau fibrils, allowing future design of protein sequences that fold into ...